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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.
NOPCHAP1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
64.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
52.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
50.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
48.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
48.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
47.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
45.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
44.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
44.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
44.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
42.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
42.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
41.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
41.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
38.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
37.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
36.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
36.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
35.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
34.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
34.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
32.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
32.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
32.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
32.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
31.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
31.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
31.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
31.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
31.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
31.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
30.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
30.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
29.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
29.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
28.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
25.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
25.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
25.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
24.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
22.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
NOPCHAP1 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
16.6
Number of samples
486
Samples
Sample
Description
TPM
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
38.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
37.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
NOPCHAP1 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
25.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
92.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
57.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
48.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
47.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
41.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
41.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
40.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
40.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
39.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
37.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
36.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
32.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
32.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
32.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
31.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
27.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
25.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
24.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 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.
NOPCHAP1 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
17.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
265.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
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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
