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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.
SLC6A9 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
6.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
SLC6A9 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
10.3
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
36.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
6.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
6.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
6.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
6.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
5.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
5.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
5.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
5.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
5.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
5.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
5.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
5.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
5.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
4.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
4.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
4.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
4.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
4.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
4.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
4.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
4.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
4.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
4.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
4.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
3.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
3.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
3.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
3.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
3.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
3.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
3.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
3.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
3.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
3.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
3.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
3.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
3.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
2.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
2.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
2.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
2.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC6A9 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
6.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 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.
SLC6A9 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
10.2
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
6.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
5.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
4.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
4.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
4.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
4.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
3.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
3.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
2.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
