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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.
SLC25A10 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
48.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
128.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
106.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
100.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
99.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
98.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
95.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
94.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
94.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
90.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
89.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
88.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
88.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
87.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
87.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
85.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
84.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
84.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
83.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
82.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
81.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
81.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
81.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
78.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
77.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
77.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
77.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
77.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
77.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
76.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
76.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
76.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
75.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
75.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
74.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
72.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
71.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
70.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
70.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
69.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
69.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
68.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
68.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
68.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
67.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
67.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
67.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
67.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
67.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
67.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
66.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
66.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
66.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
65.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
65.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
65.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
64.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
63.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
63.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
63.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
63.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
62.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
61.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
61.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
60.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
60.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
59.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
59.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
59.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
59.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
59.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
59.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
59.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
58.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
57.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
57.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
56.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
56.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
56.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
56.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
56.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
55.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
55.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
55.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
55.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
54.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
54.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
54.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
53.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
53.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
53.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
53.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
52.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
52.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
52.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
52.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
52.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
52.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
51.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
51.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
51.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
51.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
50.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
49.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
49.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
48.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
48.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
48.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
48.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
48.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
47.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
47.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
47.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
47.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
46.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
46.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
46.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
45.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
45.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
45.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
45.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
45.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
45.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
45.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
44.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
44.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
44.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
44.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
44.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
44.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
44.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
43.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
43.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
43.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
43.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
43.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
43.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
43.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
43.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
42.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
42.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
42.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
42.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
42.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
42.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
42.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
42.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
41.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
41.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
41.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
41.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
41.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
40.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
40.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
40.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
40.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
39.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
39.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
39.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
39.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
39.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
39.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
39.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
39.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
39.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
39.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
39.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
38.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
38.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
38.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
37.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
37.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
37.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
37.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
36.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
36.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
35.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
35.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
35.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
35.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
34.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
33.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
33.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
33.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
33.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
32.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
31.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
30.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
21.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
SLC25A10 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
18.4
Number of samples
486
Samples
Sample
Description
TPM
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
54.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
50.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
47.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
45.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
42.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
40.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.1
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.
SLC25A10 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
40.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
100.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
97.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
93.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
84.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
74.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
70.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
69.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
67.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
64.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
62.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
60.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
59.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
58.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
54.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
51.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
51.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
51.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
50.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
50.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
49.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
49.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
49.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
48.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
48.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
47.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
47.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
46.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
45.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
45.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
45.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
44.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
42.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
42.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
41.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
40.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
39.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
39.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
39.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
39.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
38.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
38.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
38.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
38.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
37.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
35.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
35.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
34.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
34.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
33.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
32.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
31.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
27.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
21.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 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.
SLC25A10 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
15.8
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
40.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
39.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
36.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
6.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
6.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
5.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
1.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
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
