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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.
SLC38A9 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
6.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 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.
SLC38A9 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
11.6
Number of samples
486
Samples
Sample
Description
TPM
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
3.5
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.
SLC38A9 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
7.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC38A9 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
12.3
Number of samples
207
Samples
Sample
Description
TPM
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
