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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.
DUSP3 is not prognostic in Liver Hepatocellular Carcinoma (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
50.0
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
156.9
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
133.9
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
131.9
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
121.5
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
112.1
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
110.3
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
109.3
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
103.9
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
103.9
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
99.8
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
98.6
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
98.3
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
97.8
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
96.3
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
95.2
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
94.8
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
92.6
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
92.3
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
92.0
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
90.8
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
89.6
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
89.1
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
87.4
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
87.2
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
86.8
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
86.7
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
86.6
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
86.5
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
82.5
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
81.2
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
81.2
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
81.2
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
80.4
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
80.2
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
80.0
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
79.8
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
79.1
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
78.7
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
78.2
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
77.2
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
76.9
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
76.5
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
76.4
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
75.8
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
74.7
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
74.0
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
73.7
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
72.5
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
71.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
70.9
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
70.8
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
69.9
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
69.9
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
69.2
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
69.1
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
68.6
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
68.3
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
68.2
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
67.9
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
67.8
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
67.7
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
67.2
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
67.0
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
66.9
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
66.7
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
66.5
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
66.5
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
66.4
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
66.3
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
66.0
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
65.8
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
65.8
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
65.7
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
65.1
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
64.4
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
63.9
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
63.9
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
63.1
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
62.9
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
62.1
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
61.7
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
61.7
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
61.4
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
61.4
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
61.2
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
61.1
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
61.1
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
60.7
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
60.5
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
60.5
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
60.3
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
60.2
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
60.2
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
60.2
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
60.0
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
59.4
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
59.3
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
59.2
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
59.2
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
58.8
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
58.6
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
58.5
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
58.3
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
58.3
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
57.8
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
57.5
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
57.5
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
57.3
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
57.2
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
56.9
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
56.0
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
56.0
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
55.8
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
55.7
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
55.6
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
55.5
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
55.2
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
55.2
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
55.1
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
54.7
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
54.4
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
54.1
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
54.0
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
53.9
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
53.7
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
53.3
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
53.3
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
53.2
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
52.7
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
52.4
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
52.4
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
52.1
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
51.5
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
51.5
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
51.4
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
51.2
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
51.1
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
51.1
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
51.0
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
50.8
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
50.7
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
50.7
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
50.7
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
50.5
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
50.1
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
50.1
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
50.0
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
49.8
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
49.8
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
49.6
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
49.2
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
49.2
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
49.2
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
49.0
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
48.9
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
48.9
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
48.7
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
48.7
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
48.7
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
48.4
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
48.2
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
48.0
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
48.0
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
48.0
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
47.8
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
47.7
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
47.7
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
47.6
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
47.6
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
47.5
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
47.5
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
47.3
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
47.3
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
47.0
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
46.7
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
46.6
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
46.5
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
46.5
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
46.4
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
46.4
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
46.3
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
46.3
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
46.3
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
46.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
46.1
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
46.1
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
45.9
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
45.8
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
45.6
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
45.5
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
45.2
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
45.2
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
44.9
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
44.6
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
44.5
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
44.4
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
44.3
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
44.2
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
44.2
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
44.1
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
44.0
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
43.8
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
43.7
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
43.7
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
43.6
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
43.6
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
43.6
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
43.5
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
43.4
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
43.1
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
43.1
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
42.9
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
42.9
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
42.7
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
42.6
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
41.9
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
41.8
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
41.8
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
41.5
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
41.2
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
41.2
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
41.0
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
40.9
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
40.6
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
40.6
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
40.6
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
40.5
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
40.3
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
40.3
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
40.2
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
40.1
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
40.1
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
40.0
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
40.0
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
40.0
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
39.8
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
39.5
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
39.4
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
39.1
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
39.1
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
39.1
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
38.7
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
38.6
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
38.5
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
38.5
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
38.2
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
38.0
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
37.9
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
37.6
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
37.4
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
37.3
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
37.2
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
37.0
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
36.9
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
36.8
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
36.6
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
36.6
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
36.3
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
36.3
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
36.3
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
36.2
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
36.2
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
36.1
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
36.0
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
35.6
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
35.6
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
35.3
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
35.2
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
35.2
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
35.2
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
35.2
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
35.2
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
35.1
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
35.0
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
34.7
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
34.7
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
34.4
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
34.4
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
34.3
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
34.2
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
34.1
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
33.9
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
33.9
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
33.8
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
33.8
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
33.7
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
33.6
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
33.5
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
33.5
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
33.5
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
33.4
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
32.9
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
32.4
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
32.4
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
32.2
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
32.0
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
31.9
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
31.7
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
31.6
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
31.5
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
31.4
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
31.3
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
31.3
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
31.3
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
31.1
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
30.9
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
30.7
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
30.4
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
30.2
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
30.2
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
30.1
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
30.0
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
29.9
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
29.4
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
29.3
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
29.2
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
28.9
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
28.4
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
28.3
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
27.9
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
27.9
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
27.8
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
27.6
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
27.6
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
27.3
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
27.3
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
27.1
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
26.9
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
26.8
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
26.8
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
26.7
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
26.6
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
26.6
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
26.4
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
25.4
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
25.0
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
24.9
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
24.9
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
24.8
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
24.7
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
24.5
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
24.2
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
24.2
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
24.0
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
23.4
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
23.3
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
22.7
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
21.9
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
21.8
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
21.8
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
21.2
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
20.9
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
20.7
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
17.9
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
17.6
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
17.5
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
17.4
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
16.3
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
15.2
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
15.0
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
13.3
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 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.
DUSP3 is not prognostic in Liver Hepatocellular Carcinoma (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
38.6
Number of samples
231
Samples
Sample
Description
TPM
DO48732
0 years, male, NA, stage:3, alive, 630 days
108.0
DO45275
0 years, male, NA, stage:3, dead, 10 days
95.6
DO23513
0 years, male, NA, stage:3, alive, 1200 days
91.7
DO45253
0 years, male, NA, stage:2, alive, 870 days
86.6
DO45119
0 years, male, NA, stage:3, dead, 510 days
84.7
DO48746
0 years, male, NA, stage:3, alive, 570 days
83.1
DO50813
0 years, male, NA, stage:2, alive, 420 days
81.2
DO48695
0 years, male, NA, stage:2, alive, 720 days
77.9
DO50802
0 years, male, NA, stage:2, alive, 930 days
77.6
DO23542
0 years, male, NA, stage:3, alive, 960 days
71.8
DO48704
0 years, female, NA, stage:3, alive, 750 days
71.0
DO23526
0 years, male, NA, stage:3, alive, 1050 days
70.7
DO48719
0 years, male, NA, stage:2, alive, 690 days
70.2
DO45139
0 years, male, NA, stage:3, alive, 1320 days
69.5
DO23528
0 years, female, NA, stage:2, alive, 1020 days
68.9
DO23540
0 years, male, NA, stage:1, alive, 750 days
67.6
DO45303
0 years, female, NA, stage:3, alive, 990 days
67.1
DO45131
0 years, male, NA, stage:4, dead, 360 days
63.6
DO45159
0 years, male, NA, stage:3, alive, 1470 days
63.0
DO45235
0 years, female, NA, stage:1, alive, 900 days
62.5
DO45259
0 years, male, NA, stage:3, alive, 330 days
61.1
DO45219
0 years, male, NA, stage:2, alive, 1080 days
61.0
DO50809
0 years, male, NA, stage:3, dead, 720 days
60.0
DO48757
0 years, female, NA, stage:3, alive, 480 days
59.9
DO23533
0 years, male, NA, stage:2, alive, 900 days
58.8
DO45305
0 years, male, NA, stage:4, alive, 300 days
57.9
DO50778
0 years, male, NA, stage:4, alive, 630 days
57.9
DO45121
0 years, male, NA, stage:3, alive, 1530 days
57.5
DO45205
0 years, female, NA, stage:2, dead, 90 days
57.4
DO23541
0 years, male, NA, stage:2, alive, 930 days
56.9
DO45227
0 years, female, NA, stage:2, alive, 1020 days
56.4
DO45163
0 years, male, NA, stage:2, alive, 960 days
56.1
DO48701
0 years, male, NA, stage:2, alive, 780 days
55.9
DO45117
0 years, female, NA, stage:2, dead, 1110 days
55.4
DO45129
0 years, male, NA, stage:3, alive, 1470 days
54.4
DO45249
0 years, male, NA, stage:1, alive, 630 days
53.7
DO23525
0 years, male, NA, stage:4, alive, 1050 days
53.3
DO45289
0 years, female, NA, stage:3, alive, 360 days
53.1
DO50825
0 years, male, NA, stage:2, alive, 390 days
52.9
DO45207
0 years, male, NA, stage:1, alive, 1050 days
52.1
DO45193
0 years, female, NA, stage:4, dead, 120 days
51.3
DO45133
0 years, male, NA, stage:3, dead, 660 days
50.3
DO45237
0 years, male, NA, stage:2, alive, 900 days
50.2
DO45283
0 years, male, NA, stage:3, alive, 510 days
49.5
DO45127
0 years, male, NA, stage:3, dead, 420 days
49.4
DO48733
0 years, male, NA, stage:2, alive, 600 days
49.3
DO45177
0 years, female, NA, stage:3, alive, 1260 days
49.2
DO45225
0 years, male, NA, stage:1, alive, 1050 days
49.0
DO23535
0 years, male, NA, stage:1, alive, 960 days
48.8
DO23512
0 years, male, NA, stage:1, alive, 1260 days
48.6
DO48700
0 years, female, NA, stage:2, alive, 810 days
48.5
DO45203
0 years, female, NA, stage:2, alive, 1170 days
47.8
DO45125
0 years, male, NA, stage:3, alive, 1680 days
47.7
DO50798
0 years, male, NA, stage:3, dead, 30 days
47.7
DO50829
0 years, male, NA, stage:3, alive, 570 days
47.4
DO45145
0 years, male, NA, stage:3, dead, 60 days
47.2
DO50804
0 years, male, NA, stage:2, alive, 720 days
47.1
DO48717
0 years, male, NA, stage:4, dead, 180 days
47.1
DO45111
0 years, male, NA, stage:2, alive, 1590 days
46.9
DO50840
0 years, male, NA, stage:2, alive, 330 days
46.6
DO23516
0 years, male, NA, stage:3, dead, 20 days
45.9
DO23529
0 years, male, NA, stage:4, alive, 930 days
45.9
DO45273
0 years, male, NA, stage:2, alive, 480 days
45.8
DO50859
0 years, male, NA, stage:2, alive, 180 days
45.4
DO50811
0 years, male, NA, stage:1, alive, 450 days
45.1
DO45279
0 years, male, NA, stage:3, alive, 1290 days
45.1
DO45185
0 years, male, NA, stage:2, alive, 600 days
45.0
DO45175
0 years, male, NA, stage:2, alive, 1140 days
44.6
DO45153
0 years, female, NA, stage:2, alive, 1380 days
44.6
DO50816
0 years, male, NA, stage:2, alive, 390 days
43.8
DO50819
0 years, female, NA, stage:2, alive, 510 days
43.3
DO45281
0 years, male, NA, stage:4, alive, 750 days
43.2
DO45307
0 years, female, NA, stage:4, dead, 240 days
43.2
DO48721
0 years, female, NA, stage:1, alive, 900 days
42.9
DO48720
0 years, female, NA, stage:2, alive, 570 days
42.6
DO23543
0 years, male, NA, stage:2, alive, 1020 days
42.6
DO23509
0 years, male, NA, stage:3, dead, 780 days
42.5
DO45257
0 years, male, NA, stage:3, alive, 810 days
42.1
DO48727
0 years, female, NA, stage:2, dead, 390 days
42.0
DO45099
0 years, male, NA, stage:3, alive, 1590 days
41.7
DO45213
0 years, male, NA, stage:1, alive, 1200 days
41.6
DO50844
0 years, male, NA, stage:4, alive, 300 days
41.0
DO45187
0 years, female, NA, stage:1, alive, 1260 days
40.9
DO23532
0 years, female, NA, stage:1, alive, 960 days
40.6
DO45299
0 years, female, NA, stage:1, alive, 1440 days
40.4
DO23518
0 years, male, NA, stage:2, alive, 1320 days
40.2
DO23536
0 years, male, NA, stage:2, alive, 930 days
40.1
DO48682
0 years, female, NA, stage:3, dead, 120 days
39.6
DO45113
0 years, male, NA, stage:3, alive, 1560 days
39.5
DO45179
0 years, female, NA, stage:2, alive, 600 days
39.3
DO23539
0 years, male, NA, stage:1, alive, 1110 days
38.8
DO45157
0 years, male, NA, stage:2, alive, 1980 days
38.5
DO48672
0 years, male, NA, stage:2, alive, 450 days
38.4
DO23523
0 years, male, NA, stage:3, alive, 1080 days
38.3
DO45233
0 years, male, NA, stage:3, alive, 900 days
38.2
DO23538
0 years, male, NA, stage:2, alive, 450 days
37.8
DO23524
0 years, female, NA, stage:2, alive, 1050 days
37.7
DO45221
0 years, female, NA, stage:4, dead, 390 days
37.5
DO23521
0 years, male, NA, stage:3, alive, 1110 days
37.4
DO23515
0 years, male, NA, stage:2, alive, 1230 days
37.2
DO45171
0 years, male, NA, stage:3, alive, 600 days
37.1
DO45137
0 years, male, NA, stage:1, alive, 1320 days
37.0
DO48741
0 years, male, NA, stage:3, alive, 240 days
36.8
DO48716
0 years, male, NA, stage:2, alive, 720 days
36.6
DO48759
0 years, male, NA, stage:3, alive, 720 days
36.5
DO50800
0 years, male, NA, stage:2, alive, 510 days
36.4
DO50857
0 years, male, NA, stage:2, alive, 210 days
36.3
DO50806
0 years, male, NA, stage:4, alive, 540 days
36.3
DO45189
0 years, female, NA, stage:2, alive, 1200 days
36.2
DO23510
0 years, female, NA, stage:2, alive, 870 days
36.2
DO45277
0 years, male, NA, stage:3, alive, 600 days
35.9
DO45092
0 years, male, NA, stage:4, dead, 1200 days
35.8
DO45155
0 years, male, NA, stage:2, alive, 2160 days
35.7
DO45096
0 years, male, NA, stage:2, dead, 1290 days
35.6
DO45105
0 years, male, NA, stage:1, alive, 1680 days
35.0
DO45229
0 years, male, NA, stage:1, alive, 990 days
35.0
DO48743
0 years, female, NA, stage:2, alive, 570 days
34.8
DO45297
0 years, female, NA, stage:4, dead, 1260 days
34.7
DO227643
0 years, male, NA, stage:2, alive, 1260 days
34.7
DO50793
0 years, male, NA, stage:4, alive, 540 days
34.6
DO23548
0 years, female, NA, stage:1, alive, 840 days
34.5
DO45243
0 years, female, NA, stage:3, alive, 930 days
34.5
DO23552
0 years, female, NA, stage:1, alive, 810 days
34.0
DO45123
0 years, female, NA, stage:2, dead, 570 days
33.8
DO45223
0 years, male, NA, stage:4, alive, 1020 days
33.7
DO45094
0 years, male, NA, stage:3, alive, 1650 days
33.6
DO23527
0 years, male, NA, stage:1, alive, 1050 days
33.5
DO48723
0 years, male, NA, stage:1, alive, 600 days
33.4
DO50839
0 years, female, NA, stage:3, alive, 330 days
33.4
DO48677
0 years, male, NA, stage:3, alive, 1140 days
33.4
DO45255
0 years, male, NA, stage:3, alive, 720 days
33.2
DO50817
0 years, male, NA, stage:2, alive, 390 days
33.0
DO45115
0 years, male, NA, stage:2, alive, 840 days
32.9
DO45231
0 years, male, NA, stage:2, alive, 930 days
32.9
DO45095
0 years, male, NA, stage:2, alive, 1620 days
32.9
DO23534
0 years, male, NA, stage:2, alive, 840 days
32.8
DO45107
0 years, female, NA, stage:2, alive, 1710 days
32.7
DO23537
0 years, male, NA, stage:2, dead, 900 days
32.6
DO23514
0 years, male, NA, stage:2, alive, 1290 days
32.5
DO48681
0 years, male, NA, stage:2, alive, 900 days
32.3
DO50820
0 years, female, NA, stage:3, alive, 510 days
31.9
DO23550
0 years, male, NA, stage:1, alive, 990 days
31.7
DO45215
0 years, male, NA, stage:2, alive, 1170 days
31.6
DO50783
0 years, male, NA, stage:3, alive, 480 days
31.3
DO48760
0 years, female, NA, stage:2, alive, 690 days
31.3
DO45199
0 years, female, NA, stage:2, alive, 1350 days
31.2
DO45097
0 years, male, NA, stage:3, alive, 1620 days
31.1
DO48728
0 years, female, NA, stage:2, alive, 150 days
30.6
DO45091
0 years, male, NA, stage:2, dead, 1320 days
30.6
DO45161
0 years, male, NA, stage:2, dead, 540 days
30.2
DO50814
0 years, male, NA, stage:3, alive, 420 days
30.0
DO45197
0 years, male, NA, stage:2, alive, 1170 days
29.8
DO45267
0 years, male, NA, stage:3, dead, 570 days
29.7
DO23547
0 years, male, NA, stage:1, alive, 1020 days
29.7
DO48697
0 years, female, NA, stage:2, dead, 810 days
29.6
DO50774
0 years, female, NA, stage:2, alive, 720 days
29.5
DO50787
0 years, male, NA, stage:3, alive, 480 days
29.4
DO48737
0 years, male, NA, stage:1, alive, 720 days
29.2
DO45101
0 years, male, NA, stage:2, alive, 1680 days
29.2
DO23546
0 years, male, NA, stage:2, alive, 1050 days
29.2
DO48730
0 years, female, NA, stage:2, alive, 630 days
29.0
DO48736
0 years, female, NA, stage:1, alive, 600 days
29.0
DO50818
0 years, male, NA, stage:2, alive, 510 days
29.0
DO45247
0 years, female, NA, stage:2, alive, 210 days
28.7
DO45201
0 years, male, NA, stage:1, alive, 900 days
28.6
DO45173
0 years, male, NA, stage:3, alive, 1170 days
28.4
DO45149
0 years, female, NA, stage:2, alive, 1260 days
28.3
DO48742
0 years, male, NA, stage:2, alive, 600 days
28.1
DO23519
0 years, male, NA, stage:3, alive, 630 days
28.1
DO45143
0 years, male, NA, stage:3, alive, 1290 days
28.0
DO50855
0 years, male, NA, stage:2, alive, 570 days
27.9
DO23511
0 years, female, NA, stage:3, dead, 180 days
27.3
DO23508
0 years, female, NA, stage:2, alive, 390 days
27.2
DO50791
0 years, female, NA, stage:1, dead, 480 days
27.0
DO50822
0 years, male, NA, stage:2, alive, 510 days
27.0
DO45191
0 years, female, NA, stage:2, alive, 1200 days
27.0
DO50785
0 years, male, NA, stage:4, dead, 90 days
26.9
DO23551
0 years, male, NA, stage:3, dead, 150 days
26.9
DO50832
0 years, male, NA, stage:3, alive, 90 days
26.9
DO45301
0 years, male, NA, stage:2, dead, 1440 days
26.7
DO50845
0 years, male, NA, stage:3, alive, 210 days
26.6
DO45217
0 years, female, NA, stage:3, dead, 270 days
26.5
DO45135
0 years, male, NA, stage:1, alive, 1410 days
26.5
DO45103
0 years, male, NA, stage:3, alive, 450 days
26.3
DO50776
0 years, male, NA, stage:1, alive, 690 days
26.1
DO45209
0 years, male, NA, stage:4, alive, 1350 days
26.1
DO50805
0 years, male, NA, stage:2, alive, 690 days
26.1
DO23545
0 years, male, NA, stage:2, dead, 570 days
25.8
DO50850
0 years, male, NA, stage:3, alive, 720 days
25.6
DO45183
0 years, female, NA, stage:2, dead, 570 days
25.5
DO23549
0 years, male, NA, stage:3, alive, 990 days
25.4
DO45285
0 years, male, NA, stage:3, alive, 480 days
25.2
DO50807
0 years, male, NA, stage:1, alive, 540 days
25.1
DO48712
0 years, male, NA, stage:2, alive, 810 days
25.1
DO23530
0 years, male, NA, stage:4, dead, 180 days
24.8
DO45141
0 years, male, NA, stage:2, alive, 1320 days
24.6
DO45261
0 years, male, NA, stage:3, alive, 990 days
24.6
DO48706
0 years, male, NA, stage:2, alive, 870 days
24.6
DO45165
0 years, male, NA, stage:2, alive, 690 days
24.5
DO45287
0 years, male, NA, stage:1, alive, 390 days
24.2
DO45251
0 years, female, NA, stage:2, alive, 900 days
24.1
DO45263
0 years, male, NA, stage:3, dead, 270 days
24.1
DO48715
0 years, female, NA, stage:2, dead, 690 days
23.9
DO45245
0 years, female, NA, stage:2, dead, 240 days
23.4
DO50803
0 years, female, NA, stage:1, alive, 540 days
23.2
DO23544
0 years, male, NA, stage:2, alive, 960 days
23.2
DO48751
0 years, male, NA, stage:2, dead, 480 days
22.5
DO48679
0 years, male, NA, stage:2, alive, 1200 days
22.0
DO50799
0 years, female, NA, stage:2, alive, 540 days
22.0
DO50789
0 years, female, NA, stage:2, alive, 570 days
21.8
DO45169
0 years, male, NA, stage:3, alive, 1350 days
21.8
DO45181
0 years, female, NA, stage:2, alive, 1200 days
21.4
DO50808
0 years, male, NA, stage:2, alive, 570 days
21.3
DO45239
0 years, male, NA, stage:2, alive, 870 days
21.0
DO48761
0 years, male, NA, stage:2, alive, 870 days
20.8
DO45109
0 years, male, NA, stage:2, alive, 1590 days
20.6
DO48674
0 years, male, NA, stage:2, alive, 1260 days
19.6
DO45241
0 years, male, NA, stage:1, alive, 1080 days
18.8
DO48725
0 years, male, NA, stage:1, alive, 780 days
18.7
DO48747
0 years, male, NA, stage:3, alive, 540 days
18.6
DO23517
0 years, male, NA, stage:2, alive, 1200 days
17.3
DO45211
0 years, male, NA, stage:3, alive, 240 days
16.7
DO227801
0 years, female, NA, stage:1, alive, 660 days
15.7
DO45167
0 years, male, NA, stage:2, dead, 1440 days
15.3
DO45195
0 years, male, NA, stage:1, alive, 390 days
14.5
DO45093
0 years, male, NA, stage:2, dead, 720 days
13.1
DO23531
0 years, female, NA, stage:3, alive, 900 days
12.7
DO50815
0 years, male, NA, stage:3, alive, 150 days
12.5
DO48693
0 years, male, NA, stage:2, alive, 900 days
11.8
DO45265
0 years, male, NA, stage:3, alive, 1020 days
10.8
DO45269
0 years, male, NA, stage:3, alive, 750 days
10.7
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
1027
Tumor
0.9
533
Tumor
0.9
147
Tumor
0.8
953
Tumor
0.7
465
Tumor
0.7
981
Tumor
0.6
361
Tumor
0.5
257
Tumor
0.5
777
Tumor
0.5
436
Normal
0.5
746
Normal
0.5
913
Tumor
0.4
365
Tumor
0.4
627
Tumor
0.4
882
Normal
0.4
423
Tumor
0.4
824
Normal
0.4
1022
Normal
0.4
663
Tumor
0.4
356
Normal
0.4
277
Tumor
0.4
867
Tumor
0.4
858
Normal
0.4
353
Tumor
0.4
393
Tumor
0.3
714
Normal
0.3
698
Normal
0.3
411
Tumor
0.3
514
Normal
0.3
355
Tumor
0.3
416
Normal
0.3
515
Tumor
0.3
912
Normal
0.3
926
Normal
0.3
862
Normal
0.3
957
Tumor
0.3
863
Tumor
0.3
482
Normal
0.3
648
Normal
0.3
518
Normal
0.3
964
Normal
0.3
462
Normal
0.3
484
Normal
0.3
723
Tumor
0.3
664
Normal
0.3
286
Normal
0.3
162
Normal
0.3
412
Normal
0.3
786
Normal
0.3
357
Tumor
0.3
474
Normal
0.3
546
Normal
0.3
111
Normal
0.3
466
Normal
0.3
866
Normal
0.2
527
Tumor
0.2
472
Normal
0.2
925
Tumor
0.2
868
Normal
0.2
528
Normal
0.2
364
Normal
0.2
298
Normal
0.2
915
Tumor
0.2
461
Tumor
0.2
435
Tumor
0.2
864
Normal
0.2
618
Normal
0.2
938
Normal
0.2
728
Normal
0.2
132
Normal
0.2
481
Tumor
0.2
742
Normal
0.2
487
Tumor
0.2
136
Normal
0.2
884
Normal
0.2
955
Tumor
0.2
513
Tumor
0.2
818
Normal
0.2
1026
Normal
0.2
148
Normal
0.2
756
Normal
0.2
534
Normal
0.2
978
Normal
0.2
924
Normal
0.2
1016
Normal
0.2
616
Normal
0.2
642
Normal
0.2
1014
Normal
0.2
918
Normal
0.2
816
Normal
0.2
778
Normal
0.2
222
Normal
0.2
428
Normal
0.2
196
Normal
0.2
1046
Normal
0.2
456
Normal
0.2
572
Normal
0.2
861
Tumor
0.2
258
Normal
0.2
852
Normal
0.2
448
Normal
0.2
464
Normal
0.1
422
Normal
0.1
1032
Normal
0.1
375
Tumor
0.1
523
Tumor
0.1
666
Normal
0.1
432
Normal
0.1
956
Normal
0.1
922
Normal
0.1
738
Normal
0.1
494
Normal
0.1
722
Normal
0.1
568
Normal
0.1
128
Normal
0.1
874
Normal
0.1
628
Normal
0.1
141
Tumor
0.1
878
Normal
0.1
413
Tumor
0.1
342
Normal
0.1
958
Normal
0.1
497
Tumor
0.1
314
Normal
0.1
968
Normal
0.1
1013
Tumor
0.1
564
Normal
0.1
976
Normal
0.1
911
Tumor
0.1
328
Normal
0.1
445
Tumor
0.1
1042
Normal
0.1
327
Tumor
0.1
1028
Normal
0.1
477
Tumor
0.1
982
Normal
0.1
696
Normal
0.1
716
Normal
0.1
142
Normal
0.1
516
Normal
0.1
186
Normal
0.1
952
Normal
0.1
916
Normal
0.1
424
Normal
0.1
284
Normal
0.1
172
Normal
0.1
114
Normal
0.1
966
Normal
0.1
214
Normal
0.1
615
Tumor
0.1
721
Tumor
0.1
228
Normal
0.1
741
Tumor
0.1
212
Normal
0.0
617
Tumor
0.0
1044
Normal
0.0
313
Tumor
0.0
414
Normal
0.0
312
Normal
0.0
914
Normal
0.0
358
Normal
0.0
278
Normal
0.0
271
Tumor
0.0
426
Normal
0.0
558
Normal
0.0
944
Normal
0.0
366
Normal
0.0
285
Tumor
0.0
554
Normal
0.0
332
Normal
0.0
354
Normal
0.0
662
Normal
0.0
362
Normal
0.0
137
Tumor
0.0
635
Tumor
0.0
455
Tumor
0.0
574
Normal
0.0
232
Normal
0.0
1045
Tumor
0.0
488
Normal
0.0
452
Normal
0.0
954
Normal
0.0
713
Tumor
0.0
483
Tumor
0.0
394
Normal
0.0
386
Normal
0.0
218
Normal
0.0
857
Tumor
0.0
923
Tumor
0.0
262
Normal
0.0
376
Normal
0.0
188
Normal
-0.1
567
Tumor
-0.1
272
Normal
-0.1
737
Tumor
-0.1
921
Tumor
-0.1
498
Normal
-0.1
984
Normal
-0.1
977
Tumor
-0.1
563
Tumor
-0.1
126
Normal
-0.1
446
Normal
-0.1
187
Tumor
-0.1
124
Normal
-0.1
131
Tumor
-0.1
873
Tumor
-0.1
526
Normal
-0.1
744
Normal
-0.1
123
Tumor
-0.1
881
Tumor
-0.1
221
Tumor
-0.1
641
Tumor
-0.1
146
Normal
-0.1
468
Normal
-0.1
686
Normal
-0.1
695
Tumor
-0.1
433
Tumor
-0.1
478
Normal
-0.1
415
Tumor
-0.1
434
Normal
-0.1
224
Normal
-0.1
636
Normal
-0.1
471
Tumor
-0.1
395
Tumor
-0.2
443
Tumor
-0.2
672
Normal
-0.2
755
Tumor
-0.2
125
Tumor
-0.2
195
Tumor
-0.2
138
Normal
-0.2
368
Normal
-0.2
883
Tumor
-0.2
388
Normal
-0.2
392
Normal
-0.2
557
Tumor
-0.2
785
Tumor
-0.2
171
Tumor
-0.2
493
Tumor
-0.2
851
Tumor
-0.2
344
Normal
-0.2
223
Tumor
-0.2
571
Tumor
-0.2
967
Tumor
-0.2
341
Tumor
-0.2
213
Tumor
-0.2
427
Tumor
-0.2
647
Tumor
-0.2
743
Tumor
-0.2
685
Tumor
-0.2
421
Tumor
-0.2
1021
Tumor
-0.2
536
Normal
-0.2
383
Tumor
-0.2
1015
Tumor
-0.2
553
Tumor
-0.2
823
Tumor
-0.3
352
Normal
-0.3
463
Tumor
-0.3
191
Tumor
-0.3
524
Normal
-0.3
451
Tumor
-0.3
492
Normal
-0.3
311
Tumor
-0.3
444
Normal
-0.3
396
Normal
-0.3
1043
Tumor
-0.3
297
Tumor
-0.3
545
Tumor
-0.3
267
Tumor
-0.3
937
Tumor
-0.3
538
Normal
-0.3
573
Tumor
-0.3
192
Normal
-0.3
127
Tumor
-0.3
745
Tumor
-0.3
1031
Tumor
-0.3
268
Normal
-0.3
447
Tumor
-0.3
975
Tumor
-0.3
145
Tumor
-0.3
525
Tumor
-0.3
697
Tumor
-0.3
283
Tumor
-0.4
467
Tumor
-0.4
351
Tumor
-0.4
1041
Tumor
-0.4
724
Normal
-0.4
231
Tumor
-0.4
384
Normal
-0.4
963
Tumor
-0.4
185
Tumor
-0.4
113
Tumor
-0.4
491
Tumor
-0.4
217
Tumor
-0.4
1025
Tumor
-0.4
917
Tumor
-0.4
865
Tumor
-0.4
425
Tumor
-0.4
161
Tumor
-0.4
135
Tumor
-0.4
943
Tumor
-0.4
727
Tumor
-0.4
671
Tumor
-0.4
813
Tumor
-0.4
363
Tumor
-0.4
367
Tumor
-0.5
814
Normal
-0.5
965
Tumor
-0.5
817
Tumor
-0.5
983
Tumor
-0.5
343
Tumor
-0.5
951
Tumor
-0.5
715
Tumor
-0.5
877
Tumor
-0.6
535
Tumor
-0.6
537
Tumor
-0.6
391
Tumor
-0.6
473
Tumor
-0.6
815
Tumor
-0.6
261
Tumor
-0.6
112
Tumor
-0.6
211
Tumor
-0.6
387
Tumor
-0.8
517
Tumor
-0.8
431
Tumor
-0.8
665
Tumor
-0.9
385
Tumor
-0.9
661
Tumor
-1.0
227
Tumor
-1.1
331
Tumor
-1.2
Show allShow less
LIVER 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.