We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
PLAAT4 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
61.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
849.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
584.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
501.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
454.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
440.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
410.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
400.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
315.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
305.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
240.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
224.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
212.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
187.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
185.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
180.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
174.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
165.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
148.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
138.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
132.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
132.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
131.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
128.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
124.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
123.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
123.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
118.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
117.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
115.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
114.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
111.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
106.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
105.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
103.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
96.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
96.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
93.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
93.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
92.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
92.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
91.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
88.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
87.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
87.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
87.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
86.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
85.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
84.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
84.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
83.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
82.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
80.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
80.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
80.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
79.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
77.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
76.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
76.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
75.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
75.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
75.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
74.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
73.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
72.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
72.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
71.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
71.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
69.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
67.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
67.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
66.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
64.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
63.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
62.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
61.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
60.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
58.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
55.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
55.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
54.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
54.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
53.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
53.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
52.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
52.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
51.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
51.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
50.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
49.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
48.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
47.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
47.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
46.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
46.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
46.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
45.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
45.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
44.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
44.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
44.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
43.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
43.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
42.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
42.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
42.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
42.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
42.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
41.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
40.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
40.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
40.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
38.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
35.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
35.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
35.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
35.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
34.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
33.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
33.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
32.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
32.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
31.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
30.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
30.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
29.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 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.
PLAAT4 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
45.8
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
369.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
360.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
319.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
302.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
292.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
286.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
237.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
233.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
231.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
231.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
225.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
225.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
221.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
208.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
199.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
179.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
176.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
176.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
175.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
174.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
172.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
158.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
153.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
153.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
151.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
149.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
148.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
147.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
142.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
141.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
137.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
136.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
135.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
134.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
131.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
130.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
129.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
127.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
126.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
114.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
113.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
111.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
110.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
109.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
109.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
108.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
108.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
107.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
104.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
102.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
102.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
101.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
99.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
96.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
95.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
95.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
92.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
90.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
90.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
88.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
88.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
87.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
86.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
86.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
83.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
82.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
81.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
79.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
78.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
74.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
74.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
74.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
73.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
72.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
71.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
70.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
70.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
67.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
67.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
67.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
67.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
65.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
65.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
65.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
65.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
65.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
65.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
64.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
64.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
63.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
62.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
62.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
62.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
62.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
61.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
61.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
60.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
60.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
60.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
60.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
59.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
58.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
58.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
58.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
58.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
57.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
57.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
57.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
56.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
56.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
56.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
55.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
54.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
54.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
54.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
54.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
54.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
54.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
53.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
52.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
52.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
52.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
51.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
51.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
51.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
51.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
50.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
50.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
50.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
50.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
50.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
50.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
49.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
48.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
48.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
48.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
48.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
47.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
46.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
46.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
45.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
45.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
45.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
45.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
44.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
44.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
43.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
43.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
43.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
43.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
42.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
42.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
42.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
42.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
42.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
42.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
41.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
41.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
41.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
41.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
41.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
40.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
40.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
40.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
40.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
40.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
40.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
39.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
39.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
39.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
39.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
38.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
38.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
38.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
37.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
37.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
36.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
35.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
35.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
7.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
5.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
4.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
4.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
3.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.9
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.
PLAAT4 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
36.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
238.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
167.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
136.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
130.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
126.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
119.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
102.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
89.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
82.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
70.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
63.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
60.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
59.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
58.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
53.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
52.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
52.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
50.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
48.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
48.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
48.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
43.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
42.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
40.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
39.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
38.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
37.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
35.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
34.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
33.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLAAT4 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
28.6
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
137.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
119.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
116.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
112.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
101.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
85.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
74.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
68.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
68.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
67.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
67.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
66.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
64.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
63.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
62.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
61.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
60.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
60.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
59.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
56.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
55.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
55.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
55.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
55.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
54.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
51.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
50.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
49.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
48.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
48.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
48.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
47.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
47.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
47.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
47.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
47.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
46.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
46.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
46.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
45.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
45.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
45.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
44.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
44.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
43.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
41.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
41.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
40.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
38.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
37.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
37.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
37.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
37.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
37.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
35.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
33.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
3.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.5
Show allShow less
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
