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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRXL2A 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
43.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
152.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
105.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
102.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
102.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
99.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
95.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
87.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
87.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
85.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
80.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
79.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
76.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
74.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
73.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
73.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
73.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
71.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
71.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
69.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
68.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
68.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
66.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
66.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
66.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
65.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
64.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
64.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
64.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
63.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
63.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
62.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
62.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
62.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
61.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
61.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
60.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
60.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
60.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
59.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
59.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
58.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
57.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
57.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
56.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
55.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
55.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
55.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
55.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
55.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
54.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
54.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
53.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
53.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
53.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
52.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
52.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
52.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
52.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
52.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
52.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
52.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
52.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
51.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
51.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
51.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
51.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
51.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
50.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
50.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
50.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
50.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
50.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
50.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
50.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
50.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
49.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
49.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
49.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
49.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
49.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
49.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
49.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
49.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
48.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
48.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
47.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
47.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
47.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
47.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
47.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
46.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
46.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
46.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
46.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
46.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
45.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
45.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
45.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
45.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
45.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
45.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
45.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
45.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
45.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
44.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
44.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
44.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
43.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
43.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
43.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
43.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
43.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
43.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
42.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
42.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
42.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
42.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
41.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
41.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
40.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
40.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
40.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
39.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
39.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
39.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
39.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
39.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
39.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
39.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
39.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
39.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
39.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
39.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
39.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
38.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
38.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
38.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
38.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
38.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
38.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
38.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
38.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
37.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
37.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
37.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
37.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
37.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
36.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
36.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
36.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
36.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
36.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
36.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
36.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
36.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
35.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
35.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
35.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
35.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
34.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
34.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
34.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
34.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
34.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
34.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
34.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
34.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
33.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
33.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
32.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
31.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
31.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
31.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
30.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
28.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 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.
PRXL2A 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
41.2
Number of samples
486
Samples
Sample
Description
TPM
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
244.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
176.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
105.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
101.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
95.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
93.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
90.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
86.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
80.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
80.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
79.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
79.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
79.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
79.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
78.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
78.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
77.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
77.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
76.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
76.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
76.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
76.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
75.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
74.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
74.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
74.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
73.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
72.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
71.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
70.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
70.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
70.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
69.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
69.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
69.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
69.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
69.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
68.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
68.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
68.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
67.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
67.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
67.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
67.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
67.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
66.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
65.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
65.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
65.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
64.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
63.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
63.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
63.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
63.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
62.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
62.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
61.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
60.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
60.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
60.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
60.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
60.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
60.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
59.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
59.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
59.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
59.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
58.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
58.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
58.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
58.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
57.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
57.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
57.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
57.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
57.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
56.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
56.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
56.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
56.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
56.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
56.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
55.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
55.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
55.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
55.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
54.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
54.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
54.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
54.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
54.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
53.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
53.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
53.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
53.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
53.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
53.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
53.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
52.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
52.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
52.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
52.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
52.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
52.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
51.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
51.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
51.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
51.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
51.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
51.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
51.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
51.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
51.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
50.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
50.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
50.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
50.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
49.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
49.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
49.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
49.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
49.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
48.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
48.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
48.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
48.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
48.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
48.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
48.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
48.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
47.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
47.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
47.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
47.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
47.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
47.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
47.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
47.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
47.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
46.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
46.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
46.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
46.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
46.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
46.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
46.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
46.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
45.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
45.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
45.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
45.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
45.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
45.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
45.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
45.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
45.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
45.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
45.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
45.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
45.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
44.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
44.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
44.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
44.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
44.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
44.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
44.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
44.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
44.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
43.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
43.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
43.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
43.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
43.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
43.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
43.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
43.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
43.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
43.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
43.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
43.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
42.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
42.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
42.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
42.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
42.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
42.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
42.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
42.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
42.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
42.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
42.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
41.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
41.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
41.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
41.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
41.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
41.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
41.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
41.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
41.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
40.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
40.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
40.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
40.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
40.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
40.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
40.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
40.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
40.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
40.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
40.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
40.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
39.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
39.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
39.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
39.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
39.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
39.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
39.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
38.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
38.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
38.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
38.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
38.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
38.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
37.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
37.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
37.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
37.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
37.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
37.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
37.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
37.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
37.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
37.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
37.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
37.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
36.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
36.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
36.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
36.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
35.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
35.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
35.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
35.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
35.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
35.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
35.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
34.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
34.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
33.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
33.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
32.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
31.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
31.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
31.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
30.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRXL2A 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
38.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
102.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
84.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
72.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
71.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
62.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
61.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
60.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
58.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
58.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
57.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
56.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
55.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
55.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
54.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
53.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
53.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
51.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
48.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
47.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
46.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
46.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
46.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
46.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
45.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
43.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
42.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
42.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
41.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
41.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
40.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
40.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
39.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
39.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
39.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
37.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
35.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
35.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
34.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
34.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
34.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
34.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
33.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
33.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
32.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
32.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
31.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
31.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
29.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
28.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
26.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
25.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
24.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
24.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 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.
PRXL2A 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
34.1
Number of samples
207
Samples
Sample
Description
TPM
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
139.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
94.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
74.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
69.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
69.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
69.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
68.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
66.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
64.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
63.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
60.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
60.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
59.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
58.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
54.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
53.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
52.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
52.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
52.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
52.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
52.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
51.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
51.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
50.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
50.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
50.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
48.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
48.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
48.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
48.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
47.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
46.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
46.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
46.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
46.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
46.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
45.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
45.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
45.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
45.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
45.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
45.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
44.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
43.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
43.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
43.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
43.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
42.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
42.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
42.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
40.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
39.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
39.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
38.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
38.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
38.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
38.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
38.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
38.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
38.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
37.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
37.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
37.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
36.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
36.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
36.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
36.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
36.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
36.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
36.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
35.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
34.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
34.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
34.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
34.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
33.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
33.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
29.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
