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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.
NSD2 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
19.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
69.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
65.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
64.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
58.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
55.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
48.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
46.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
45.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
43.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
39.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
34.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
34.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
33.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
33.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
29.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
NSD2 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
53.2
Number of samples
486
Samples
Sample
Description
TPM
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
111.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
102.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
102.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
101.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
95.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
94.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
93.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
89.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
88.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
86.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
86.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
86.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
85.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
85.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
85.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
85.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
84.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
84.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
84.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
83.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
82.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
82.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
82.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
81.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
80.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
80.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
79.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
78.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
78.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
77.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
77.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
77.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
77.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
76.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
76.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
76.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
76.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
76.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
76.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
75.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
75.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
75.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
75.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
75.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
75.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
74.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
74.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
74.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
74.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
74.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
73.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
73.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
73.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
73.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
72.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
72.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
71.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
71.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
71.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
71.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
71.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
71.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
71.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
71.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
70.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
70.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
70.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
70.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
70.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
70.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
70.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
69.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
69.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
69.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
69.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
69.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
69.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
69.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
68.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
68.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
68.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
68.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
68.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
68.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
67.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
67.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
67.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
67.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
67.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
67.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
67.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
67.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
67.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
67.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
66.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
66.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
66.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
66.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
66.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
66.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
65.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
65.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
65.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
65.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
65.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
65.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
65.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
64.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
64.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
64.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
64.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
64.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
63.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
63.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
63.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
63.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
63.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
63.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
63.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
63.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
62.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
62.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
62.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
62.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
62.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
62.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
62.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
62.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
61.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
61.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
61.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
61.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
61.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
61.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
60.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
60.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
60.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
60.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
60.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
60.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
59.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
59.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
59.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
59.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
59.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
59.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
59.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
59.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
59.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
59.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
59.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
58.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
58.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
58.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
58.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
58.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
58.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
58.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
58.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
58.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
58.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
58.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
57.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
57.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
57.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
57.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
57.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
57.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
57.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
57.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
57.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
57.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
57.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
57.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
57.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
56.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
56.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
56.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
56.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
56.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
56.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
56.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
56.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
56.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
56.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
56.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
56.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
56.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
56.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
56.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
55.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
55.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
55.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
55.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
55.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
55.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
55.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
55.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
55.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
55.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
55.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
55.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
55.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
55.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
55.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
55.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
55.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
55.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
54.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
54.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
54.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
54.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
54.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
54.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
54.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
53.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
53.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
53.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
53.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
53.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
53.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
53.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
53.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
53.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
53.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
52.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
52.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
52.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
52.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
52.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
52.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
52.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
52.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
52.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
52.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
52.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
51.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
51.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
51.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
51.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
51.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
51.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
51.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
51.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
51.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
51.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
51.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
51.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
51.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
51.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
51.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
50.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
50.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
50.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
50.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
50.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
50.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
50.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
50.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
50.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
50.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
50.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
49.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
49.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
49.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
49.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
49.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
49.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
49.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
49.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
49.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
49.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
49.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
49.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
49.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
49.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
49.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
49.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
48.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
48.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
48.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
48.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
48.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
48.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
48.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
48.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
48.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
48.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
48.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
48.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
48.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
48.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
47.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
47.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
47.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
47.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
47.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
47.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
47.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
47.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
47.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
47.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
47.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
47.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
47.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
47.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
46.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
46.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
46.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
46.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
46.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
46.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
46.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
46.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
46.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
46.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
46.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
46.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
46.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
46.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
46.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
46.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
46.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
46.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
45.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
45.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
45.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
45.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
45.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
45.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
45.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
45.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
45.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
45.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
45.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
45.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
45.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
44.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
44.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
44.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
44.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
44.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
44.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
44.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
44.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
44.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
44.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
43.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
43.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
43.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
43.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
43.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
43.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
43.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
43.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
43.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
43.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
43.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
43.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
42.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
42.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
42.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
42.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
42.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
41.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
41.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
41.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
41.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
41.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
41.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
41.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
41.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
40.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
40.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
40.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
40.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
40.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
40.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
40.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
40.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
39.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
39.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
39.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
39.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
39.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
38.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
38.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
38.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
38.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
38.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
37.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
37.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
37.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
37.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
37.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
35.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
35.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
35.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
34.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
33.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
33.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
32.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
31.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
29.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.1
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.
NSD2 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
17.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
60.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
46.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
41.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
35.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
27.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
NSD2 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
44.1
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
116.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
115.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
86.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
80.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
77.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
77.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
69.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
69.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
68.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
67.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
66.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
66.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
65.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
65.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
64.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
63.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
62.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
62.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
62.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
61.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
61.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
60.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
60.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
60.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
60.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
59.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
58.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
58.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
57.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
57.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
57.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
57.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
57.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
57.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
57.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
57.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
56.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
56.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
56.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
56.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
55.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
55.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
55.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
55.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
55.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
54.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
53.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
53.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
53.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
53.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
52.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
52.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
51.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
51.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
51.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
50.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
49.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
49.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
49.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
49.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
49.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
49.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
49.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
48.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
48.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
47.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
47.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
47.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
47.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
47.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
47.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
47.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
47.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
47.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
46.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
46.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
46.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
46.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
46.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
46.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
45.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
45.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
45.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
45.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
45.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
45.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
45.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
45.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
45.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
44.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
44.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
44.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
44.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
44.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
44.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
44.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
44.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
44.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
43.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
43.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
43.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
43.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
43.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
43.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
42.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
42.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
42.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
42.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
42.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
42.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
41.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
41.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
41.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
40.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
40.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
40.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
40.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
39.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
39.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
39.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
39.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
39.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
38.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
38.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
38.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
38.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
38.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
37.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
37.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
37.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
36.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
36.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
36.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
35.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
35.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
34.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
34.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
33.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
33.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
31.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
29.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
