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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.
SLC6A8 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
51.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
493.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
473.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
234.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
224.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
191.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
188.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
165.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
159.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
156.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
155.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
151.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
145.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
143.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
140.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
135.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
133.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
132.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
129.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
125.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
118.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
115.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
114.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
114.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
113.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
112.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
110.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
103.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
101.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
101.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
99.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
99.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
98.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
97.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
96.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
95.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
95.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
92.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
89.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
88.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
87.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
85.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
84.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
83.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
83.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
82.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
82.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
78.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
77.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
77.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
77.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
77.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
76.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
75.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
74.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
74.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
73.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
73.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
70.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
70.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
69.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
69.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
68.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
68.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
67.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
67.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
66.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
65.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
64.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
63.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
63.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
62.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
62.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
61.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
60.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
60.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
58.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
58.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
58.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
55.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
55.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
55.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
53.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
53.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
53.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
53.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
52.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
52.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
52.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
52.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
52.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
51.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
51.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
50.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
50.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
50.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
50.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
49.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
49.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
47.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
47.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
47.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
46.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
46.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
45.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
44.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
44.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
43.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
43.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
42.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
42.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
41.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
41.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
40.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
40.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
40.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
40.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
39.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
39.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
39.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
38.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
37.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
37.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
36.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
36.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
35.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
35.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
34.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
34.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
33.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
32.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
31.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
31.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
30.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
29.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 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.
SLC6A8 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
61.3
Number of samples
486
Samples
Sample
Description
TPM
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
358.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
268.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
242.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
240.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
238.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
231.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
221.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
217.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
204.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
202.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
199.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
195.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
180.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
175.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
175.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
174.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
174.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
167.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
162.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
159.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
156.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
155.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
150.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
148.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
147.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
146.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
142.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
141.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
139.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
138.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
138.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
136.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
136.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
136.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
134.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
133.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
130.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
127.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
127.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
126.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
126.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
126.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
125.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
124.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
119.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
117.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
117.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
116.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
116.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
116.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
116.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
115.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
113.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
113.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
112.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
112.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
109.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
108.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
108.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
108.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
106.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
106.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
105.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
105.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
104.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
104.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
103.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
102.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
102.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
102.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
102.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
101.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
100.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
100.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
100.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
98.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
98.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
98.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
98.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
97.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
97.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
97.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
97.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
96.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
96.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
95.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
93.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
93.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
93.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
93.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
93.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
93.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
92.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
92.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
92.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
91.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
90.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
90.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
90.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
89.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
89.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
88.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
87.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
87.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
86.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
85.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
85.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
84.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
84.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
84.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
84.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
83.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
83.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
82.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
82.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
82.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
82.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
82.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
82.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
81.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
80.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
80.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
79.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
79.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
78.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
78.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
78.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
77.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
77.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
77.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
77.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
77.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
77.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
76.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
76.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
76.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
76.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
76.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
76.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
75.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
75.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
75.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
75.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
74.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
74.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
74.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
73.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
73.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
72.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
72.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
72.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
72.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
71.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
71.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
71.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
71.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
71.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
70.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
70.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
70.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
70.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
70.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
69.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
69.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
68.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
68.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
68.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
68.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
67.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
67.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
67.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
66.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
66.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
66.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
66.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
66.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
66.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
66.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
66.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
65.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
65.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
65.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
64.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
64.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
64.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
64.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
64.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
64.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
64.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
64.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
64.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
63.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
63.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
63.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
63.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
63.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
62.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
62.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
61.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
61.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
61.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
61.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
61.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
60.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
60.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
60.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
59.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
59.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
59.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
58.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
58.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
58.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
58.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
58.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
57.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
57.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
57.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
57.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
57.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
57.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
57.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
57.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
56.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
56.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
56.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
56.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
55.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
55.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
55.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
54.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
54.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
54.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
54.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
53.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
53.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
53.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
52.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
52.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
52.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
52.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
51.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
51.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
51.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
51.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
50.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
50.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
50.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
50.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
50.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
50.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
50.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
50.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
50.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
49.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
47.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
47.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
47.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
47.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
47.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
47.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
46.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
46.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
46.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
46.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
46.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
45.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
45.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
45.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
45.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
45.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
45.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
45.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
45.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
45.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
44.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
44.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
44.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
44.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
44.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
43.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
42.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
42.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
42.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
42.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
42.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
42.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
41.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
41.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
40.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
40.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
40.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
40.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
40.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
39.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
38.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
38.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
38.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
38.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
37.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
36.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
35.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
35.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
35.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
34.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
9.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC6A8 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
41.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
187.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
150.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
136.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
96.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
95.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
95.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
84.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
76.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
75.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
75.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
73.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
70.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
68.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
65.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
64.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
64.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
63.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
58.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
58.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
57.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
56.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
56.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
56.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
56.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
52.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
51.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
50.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
49.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
49.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
48.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
47.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
47.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
46.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
45.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
43.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
43.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
42.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
41.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
40.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
38.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
38.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
37.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
37.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
36.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
31.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
30.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
27.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
24.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SLC6A8 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
47.2
Number of samples
207
Samples
Sample
Description
TPM
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
228.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
200.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
199.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
198.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
184.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
174.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
166.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
141.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
139.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
118.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
111.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
110.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
103.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
97.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
92.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
85.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
84.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
83.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
81.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
81.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
80.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
78.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
77.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
76.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
75.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
74.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
74.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
74.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
72.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
72.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
71.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
71.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
69.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
69.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
67.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
67.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
66.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
66.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
65.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
65.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
65.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
64.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
64.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
64.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
63.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
63.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
61.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
61.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
60.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
60.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
60.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
59.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
59.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
59.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
58.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
57.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
56.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
56.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
55.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
54.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
54.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
54.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
54.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
53.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
52.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
52.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
51.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
51.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
51.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
51.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
51.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
50.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
50.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
49.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
49.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
49.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
49.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
48.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
47.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
46.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
46.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
46.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
45.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
45.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
45.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
44.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
44.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
44.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
44.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
43.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
42.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
42.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
42.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
42.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
41.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
41.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
41.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
41.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
41.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
39.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
39.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
39.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
39.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
39.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
38.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
38.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
37.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
37.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
36.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
35.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
34.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
34.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
32.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
32.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
32.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
