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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.
INTS9 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
10.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
INTS9 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
9.9
Number of samples
486
Samples
Sample
Description
TPM
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
9.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
7.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
7.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
6.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
6.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
6.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
6.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
5.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
5.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
5.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
5.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
5.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
4.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
4.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
4.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
4.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
4.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
4.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
4.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
3.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
3.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
INTS9 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
8.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
INTS9 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
8.6
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
6.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
5.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
5.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
5.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
5.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
4.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
4.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
3.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
3.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
3.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.9
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
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
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
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
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_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
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
da747cee-5026-4923-af63-ad9f81_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
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
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
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
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
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
