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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.
GADD45G 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
67.1
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
745.3
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
485.1
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
483.7
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
427.0
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
380.1
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
351.7
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
320.0
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
301.4
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
293.8
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
266.5
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
266.0
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
264.5
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
258.3
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
239.7
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
237.7
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
237.0
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
225.5
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
222.8
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
214.3
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
208.8
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
186.9
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
182.2
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
180.7
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
176.8
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
173.5
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
168.4
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
167.0
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
163.7
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
161.8
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
159.9
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
157.5
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
156.4
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
156.2
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
154.2
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
145.2
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
144.5
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
143.1
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
138.9
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
138.8
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
137.5
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
133.1
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
126.1
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
124.5
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
123.2
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
123.0
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
122.3
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
122.1
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
122.1
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
120.9
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
120.0
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
119.4
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
118.8
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
117.8
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
117.7
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
117.6
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
117.2
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
113.3
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
112.9
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
112.8
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
112.6
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
111.0
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
107.4
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
105.3
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
102.6
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
101.3
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
100.2
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
100.0
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
100.0
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
98.8
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
98.1
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
96.2
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
96.0
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
96.0
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
94.3
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
93.0
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
92.8
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
91.3
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
90.4
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
88.0
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
86.9
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
86.8
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
84.9
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
84.7
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
84.5
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
84.3
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
83.6
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
83.3
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
81.6
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
81.3
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
79.3
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
79.2
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
77.9
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
75.4
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
75.2
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
74.3
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
73.9
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
73.9
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
73.7
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
73.6
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
73.5
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
73.1
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
71.8
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
71.1
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
71.1
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
70.9
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
69.9
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
69.4
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
69.0
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
68.7
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
68.6
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
68.6
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
68.3
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
68.2
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
67.9
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
67.0
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
67.0
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
66.5
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
66.5
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
65.8
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
65.3
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
63.7
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
63.7
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
63.6
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
63.1
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
62.4
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
62.3
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
61.6
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
61.6
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
61.5
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
61.0
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
60.9
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
59.9
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
59.7
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
59.4
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
58.6
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
58.5
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
58.2
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
58.1
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
57.8
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
57.6
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
56.6
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
56.5
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
56.3
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
56.1
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
55.9
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
55.7
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
55.3
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
54.7
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
54.1
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
53.6
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
53.5
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
53.1
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
50.7
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
50.2
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
50.2
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
50.0
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
49.7
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
49.2
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
48.8
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
48.7
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
48.6
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
48.3
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
48.1
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
47.8
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
47.7
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
46.9
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
46.9
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
46.8
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
46.7
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
46.6
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
46.2
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
46.2
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
45.9
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
45.9
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
45.3
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
45.2
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
44.8
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
44.8
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
44.7
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
44.6
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
44.5
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
44.2
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
43.8
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
43.0
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
43.0
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
42.9
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
42.6
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
42.5
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
42.4
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
42.1
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
41.7
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
41.6
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
41.2
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
40.8
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
40.8
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
40.7
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
40.6
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
40.5
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
40.5
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
40.2
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
40.0
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
39.9
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
39.0
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
38.5
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
38.4
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
38.1
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
38.0
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
38.0
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
37.7
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
37.4
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
36.8
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
36.3
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
36.1
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
36.1
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
35.9
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
35.2
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
35.2
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
35.0
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
33.9
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
33.4
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
33.3
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
33.2
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
33.0
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
33.0
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
32.8
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
32.7
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
32.2
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
32.2
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
31.9
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
31.9
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
31.5
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
31.0
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
30.8
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
30.5
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
30.4
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
30.3
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
29.6
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
29.3
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
29.2
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
29.2
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
29.1
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
29.1
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
29.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
28.9
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
28.6
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
28.3
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
28.2
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
27.6
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
27.6
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
27.5
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
27.4
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
27.4
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
27.3
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
27.2
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
26.8
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
26.3
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
26.2
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
26.2
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
26.2
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
26.1
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
26.0
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
25.8
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
25.7
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
25.7
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
25.5
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
24.6
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
24.3
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
24.0
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
23.9
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
23.6
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
23.6
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
23.4
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
23.2
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
23.1
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
23.1
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
22.9
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
22.8
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
22.8
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
22.2
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
22.0
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
21.7
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
21.2
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
21.2
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
21.1
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
20.9
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
20.9
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
20.0
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
19.9
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
19.5
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
19.5
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
19.0
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
18.7
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
18.6
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
17.9
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
17.5
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
17.2
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
16.6
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
16.0
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
15.8
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
15.7
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
15.5
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
15.5
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
15.2
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
14.8
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
14.8
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
14.7
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
14.5
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
14.5
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
14.5
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
14.0
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
13.6
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
13.6
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
13.1
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
12.8
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
12.6
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
12.5
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
12.2
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
11.8
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
11.5
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
11.5
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
11.1
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
11.1
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
11.0
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
10.6
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
10.5
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
10.5
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
10.4
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
10.4
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
10.4
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
10.1
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
10.1
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
9.7
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
9.5
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
9.4
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
9.0
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
8.6
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
8.3
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
8.2
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
8.1
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
7.5
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
7.3
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
7.2
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
7.1
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
6.6
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
6.5
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
6.4
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
5.9
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
5.6
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
5.6
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
5.5
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
4.9
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
4.9
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
4.8
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
4.8
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
4.1
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
4.0
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
4.0
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
3.6
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
3.2
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
3.1
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
3.0
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 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.
GADD45G 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
54.8
Number of samples
231
Samples
Sample
Description
TPM
DO45149
0 years, female, NA, stage:2, alive, 1260 days
958.8
DO23532
0 years, female, NA, stage:1, alive, 960 days
428.3
DO48693
0 years, male, NA, stage:2, alive, 900 days
399.3
DO50816
0 years, male, NA, stage:2, alive, 390 days
360.0
DO45101
0 years, male, NA, stage:2, alive, 1680 days
271.0
DO23546
0 years, male, NA, stage:2, alive, 1050 days
264.4
DO45275
0 years, male, NA, stage:3, dead, 10 days
262.3
DO50817
0 years, male, NA, stage:2, alive, 390 days
246.2
DO23549
0 years, male, NA, stage:3, alive, 990 days
240.7
DO48717
0 years, male, NA, stage:4, dead, 180 days
239.4
DO23517
0 years, male, NA, stage:2, alive, 1200 days
234.6
DO23516
0 years, male, NA, stage:3, dead, 20 days
231.8
DO45133
0 years, male, NA, stage:3, dead, 660 days
226.9
DO50814
0 years, male, NA, stage:3, alive, 420 days
172.9
DO45247
0 years, female, NA, stage:2, alive, 210 days
172.1
DO50845
0 years, male, NA, stage:3, alive, 210 days
167.1
DO45171
0 years, male, NA, stage:3, alive, 600 days
164.5
DO48677
0 years, male, NA, stage:3, alive, 1140 days
162.7
DO45195
0 years, male, NA, stage:1, alive, 390 days
159.8
DO50789
0 years, female, NA, stage:2, alive, 570 days
154.8
DO45109
0 years, male, NA, stage:2, alive, 1590 days
148.0
DO23534
0 years, male, NA, stage:2, alive, 840 days
145.0
DO48674
0 years, male, NA, stage:2, alive, 1260 days
136.0
DO45241
0 years, male, NA, stage:1, alive, 1080 days
133.5
DO23544
0 years, male, NA, stage:2, alive, 960 days
133.4
DO23533
0 years, male, NA, stage:2, alive, 900 days
132.1
DO23513
0 years, male, NA, stage:3, alive, 1200 days
125.9
DO50839
0 years, female, NA, stage:3, alive, 330 days
125.6
DO45131
0 years, male, NA, stage:4, dead, 360 days
121.9
DO48759
0 years, male, NA, stage:3, alive, 720 days
120.2
DO48682
0 years, female, NA, stage:3, dead, 120 days
110.1
DO48742
0 years, male, NA, stage:2, alive, 600 days
100.6
DO48737
0 years, male, NA, stage:1, alive, 720 days
97.4
DO45167
0 years, male, NA, stage:2, dead, 1440 days
96.2
DO23509
0 years, male, NA, stage:3, dead, 780 days
94.8
DO45281
0 years, male, NA, stage:4, alive, 750 days
94.3
DO50819
0 years, female, NA, stage:2, alive, 510 days
93.2
DO23539
0 years, male, NA, stage:1, alive, 1110 days
92.6
DO23540
0 years, male, NA, stage:1, alive, 750 days
91.0
DO45091
0 years, male, NA, stage:2, dead, 1320 days
89.0
DO227643
0 years, male, NA, stage:2, alive, 1260 days
84.4
DO48747
0 years, male, NA, stage:3, alive, 540 days
82.6
DO50783
0 years, male, NA, stage:3, alive, 480 days
82.3
DO45141
0 years, male, NA, stage:2, alive, 1320 days
81.6
DO48721
0 years, female, NA, stage:1, alive, 900 days
81.6
DO23551
0 years, male, NA, stage:3, dead, 150 days
80.5
DO45111
0 years, male, NA, stage:2, alive, 1590 days
80.5
DO50829
0 years, male, NA, stage:3, alive, 570 days
77.4
DO45261
0 years, male, NA, stage:3, alive, 990 days
73.3
DO45097
0 years, male, NA, stage:3, alive, 1620 days
72.4
DO48672
0 years, male, NA, stage:2, alive, 450 days
71.7
DO23548
0 years, female, NA, stage:1, alive, 840 days
70.1
DO45237
0 years, male, NA, stage:2, alive, 900 days
68.9
DO48701
0 years, male, NA, stage:2, alive, 780 days
68.6
DO45129
0 years, male, NA, stage:3, alive, 1470 days
65.2
DO50857
0 years, male, NA, stage:2, alive, 210 days
62.4
DO45143
0 years, male, NA, stage:3, alive, 1290 days
61.2
DO50774
0 years, female, NA, stage:2, alive, 720 days
59.7
DO227801
0 years, female, NA, stage:1, alive, 660 days
59.7
DO45153
0 years, female, NA, stage:2, alive, 1380 days
58.4
DO48700
0 years, female, NA, stage:2, alive, 810 days
58.2
DO45117
0 years, female, NA, stage:2, dead, 1110 days
57.7
DO23518
0 years, male, NA, stage:2, alive, 1320 days
54.3
DO23545
0 years, male, NA, stage:2, dead, 570 days
53.6
DO45107
0 years, female, NA, stage:2, alive, 1710 days
53.0
DO45213
0 years, male, NA, stage:1, alive, 1200 days
50.4
DO45181
0 years, female, NA, stage:2, alive, 1200 days
49.7
DO23542
0 years, male, NA, stage:3, alive, 960 days
48.2
DO45263
0 years, male, NA, stage:3, dead, 270 days
48.1
DO45092
0 years, male, NA, stage:4, dead, 1200 days
47.7
DO48751
0 years, male, NA, stage:2, dead, 480 days
47.1
DO45175
0 years, male, NA, stage:2, alive, 1140 days
47.1
DO45094
0 years, male, NA, stage:3, alive, 1650 days
46.6
DO23511
0 years, female, NA, stage:3, dead, 180 days
46.0
DO45215
0 years, male, NA, stage:2, alive, 1170 days
44.6
DO23543
0 years, male, NA, stage:2, alive, 1020 days
44.6
DO48746
0 years, male, NA, stage:3, alive, 570 days
44.2
DO45197
0 years, male, NA, stage:2, alive, 1170 days
42.9
DO50805
0 years, male, NA, stage:2, alive, 690 days
42.5
DO23547
0 years, male, NA, stage:1, alive, 1020 days
41.8
DO45249
0 years, male, NA, stage:1, alive, 630 days
41.3
DO50787
0 years, male, NA, stage:3, alive, 480 days
39.5
DO23541
0 years, male, NA, stage:2, alive, 930 days
39.0
DO45096
0 years, male, NA, stage:2, dead, 1290 days
38.9
DO50818
0 years, male, NA, stage:2, alive, 510 days
38.5
DO48716
0 years, male, NA, stage:2, alive, 720 days
37.8
DO48733
0 years, male, NA, stage:2, alive, 600 days
36.1
DO23538
0 years, male, NA, stage:2, alive, 450 days
35.6
DO45125
0 years, male, NA, stage:3, alive, 1680 days
35.2
DO48743
0 years, female, NA, stage:2, alive, 570 days
35.2
DO45283
0 years, male, NA, stage:3, alive, 510 days
35.0
DO45243
0 years, female, NA, stage:3, alive, 930 days
33.6
DO45255
0 years, male, NA, stage:3, alive, 720 days
33.5
DO50844
0 years, male, NA, stage:4, alive, 300 days
33.0
DO45233
0 years, male, NA, stage:3, alive, 900 days
32.7
DO50859
0 years, male, NA, stage:2, alive, 180 days
32.7
DO23524
0 years, female, NA, stage:2, alive, 1050 days
32.3
DO45105
0 years, male, NA, stage:1, alive, 1680 days
32.1
DO45235
0 years, female, NA, stage:1, alive, 900 days
31.3
DO45277
0 years, male, NA, stage:3, alive, 600 days
31.1
DO45303
0 years, female, NA, stage:3, alive, 990 days
30.5
DO45115
0 years, male, NA, stage:2, alive, 840 days
30.4
DO45099
0 years, male, NA, stage:3, alive, 1590 days
30.3
DO23531
0 years, female, NA, stage:3, alive, 900 days
30.2
DO45095
0 years, male, NA, stage:2, alive, 1620 days
29.5
DO45169
0 years, male, NA, stage:3, alive, 1350 days
29.3
DO45103
0 years, male, NA, stage:3, alive, 450 days
29.1
DO48679
0 years, male, NA, stage:2, alive, 1200 days
28.5
DO45265
0 years, male, NA, stage:3, alive, 1020 days
28.0
DO50840
0 years, male, NA, stage:2, alive, 330 days
27.1
DO23515
0 years, male, NA, stage:2, alive, 1230 days
25.7
DO48719
0 years, male, NA, stage:2, alive, 690 days
25.3
DO50813
0 years, male, NA, stage:2, alive, 420 days
24.9
DO23519
0 years, male, NA, stage:3, alive, 630 days
24.2
DO50798
0 years, male, NA, stage:3, dead, 30 days
24.1
DO23530
0 years, male, NA, stage:4, dead, 180 days
24.0
DO45225
0 years, male, NA, stage:1, alive, 1050 days
23.8
DO48725
0 years, male, NA, stage:1, alive, 780 days
23.7
DO50850
0 years, male, NA, stage:3, alive, 720 days
23.7
DO23508
0 years, female, NA, stage:2, alive, 390 days
23.6
DO23527
0 years, male, NA, stage:1, alive, 1050 days
23.5
DO23512
0 years, male, NA, stage:1, alive, 1260 days
23.4
DO23526
0 years, male, NA, stage:3, alive, 1050 days
22.9
DO50815
0 years, male, NA, stage:3, alive, 150 days
22.3
DO23514
0 years, male, NA, stage:2, alive, 1290 days
21.6
DO45267
0 years, male, NA, stage:3, dead, 570 days
21.1
DO45163
0 years, male, NA, stage:2, alive, 960 days
20.9
DO45187
0 years, female, NA, stage:1, alive, 1260 days
20.4
DO50803
0 years, female, NA, stage:1, alive, 540 days
20.0
DO50807
0 years, male, NA, stage:1, alive, 540 days
19.8
DO50776
0 years, male, NA, stage:1, alive, 690 days
19.6
DO45191
0 years, female, NA, stage:2, alive, 1200 days
19.6
DO45227
0 years, female, NA, stage:2, alive, 1020 days
19.5
DO48704
0 years, female, NA, stage:3, alive, 750 days
19.4
DO50793
0 years, male, NA, stage:4, alive, 540 days
18.2
DO23528
0 years, female, NA, stage:2, alive, 1020 days
18.1
DO45269
0 years, male, NA, stage:3, alive, 750 days
17.9
DO50800
0 years, male, NA, stage:2, alive, 510 days
17.5
DO45257
0 years, male, NA, stage:3, alive, 810 days
17.3
DO50825
0 years, male, NA, stage:2, alive, 390 days
16.8
DO48730
0 years, female, NA, stage:2, alive, 630 days
16.8
DO50804
0 years, male, NA, stage:2, alive, 720 days
16.8
DO45113
0 years, male, NA, stage:3, alive, 1560 days
16.6
DO48741
0 years, male, NA, stage:3, alive, 240 days
16.4
DO23535
0 years, male, NA, stage:1, alive, 960 days
16.3
DO45145
0 years, male, NA, stage:3, dead, 60 days
15.9
DO45121
0 years, male, NA, stage:3, alive, 1530 days
15.6
DO48706
0 years, male, NA, stage:2, alive, 870 days
15.5
DO45305
0 years, male, NA, stage:4, alive, 300 days
15.5
DO50832
0 years, male, NA, stage:3, alive, 90 days
15.4
DO23552
0 years, female, NA, stage:1, alive, 810 days
15.3
DO48697
0 years, female, NA, stage:2, dead, 810 days
15.2
DO50822
0 years, male, NA, stage:2, alive, 510 days
14.8
DO45279
0 years, male, NA, stage:3, alive, 1290 days
14.5
DO45173
0 years, male, NA, stage:3, alive, 1170 days
13.8
DO45259
0 years, male, NA, stage:3, alive, 330 days
13.7
DO45157
0 years, male, NA, stage:2, alive, 1980 days
13.6
DO23510
0 years, female, NA, stage:2, alive, 870 days
13.6
DO45207
0 years, male, NA, stage:1, alive, 1050 days
13.2
DO48760
0 years, female, NA, stage:2, alive, 690 days
13.2
DO45221
0 years, female, NA, stage:4, dead, 390 days
13.1
DO23550
0 years, male, NA, stage:1, alive, 990 days
13.0
DO45139
0 years, male, NA, stage:3, alive, 1320 days
12.7
DO50791
0 years, female, NA, stage:1, dead, 480 days
12.5
DO50811
0 years, male, NA, stage:1, alive, 450 days
12.4
DO45201
0 years, male, NA, stage:1, alive, 900 days
12.4
DO45253
0 years, male, NA, stage:2, alive, 870 days
11.9
DO45155
0 years, male, NA, stage:2, alive, 2160 days
11.8
DO45285
0 years, male, NA, stage:3, alive, 480 days
11.5
DO45177
0 years, female, NA, stage:3, alive, 1260 days
11.4
DO45217
0 years, female, NA, stage:3, dead, 270 days
11.2
DO48695
0 years, male, NA, stage:2, alive, 720 days
10.8
DO45231
0 years, male, NA, stage:2, alive, 930 days
10.5
DO45199
0 years, female, NA, stage:2, alive, 1350 days
10.5
DO45287
0 years, male, NA, stage:1, alive, 390 days
10.5
DO45123
0 years, female, NA, stage:2, dead, 570 days
10.4
DO50809
0 years, male, NA, stage:3, dead, 720 days
10.3
DO50808
0 years, male, NA, stage:2, alive, 570 days
10.2
DO50799
0 years, female, NA, stage:2, alive, 540 days
10.1
DO48736
0 years, female, NA, stage:1, alive, 600 days
9.8
DO50855
0 years, male, NA, stage:2, alive, 570 days
9.7
DO48723
0 years, male, NA, stage:1, alive, 600 days
9.7
DO45273
0 years, male, NA, stage:2, alive, 480 days
9.6
DO45301
0 years, male, NA, stage:2, dead, 1440 days
9.5
DO45229
0 years, male, NA, stage:1, alive, 990 days
9.2
DO48681
0 years, male, NA, stage:2, alive, 900 days
8.3
DO45239
0 years, male, NA, stage:2, alive, 870 days
8.3
DO48761
0 years, male, NA, stage:2, alive, 870 days
8.3
DO23529
0 years, male, NA, stage:4, alive, 930 days
8.2
DO50806
0 years, male, NA, stage:4, alive, 540 days
8.1
DO45159
0 years, male, NA, stage:3, alive, 1470 days
7.8
DO45137
0 years, male, NA, stage:1, alive, 1320 days
7.6
DO23523
0 years, male, NA, stage:3, alive, 1080 days
7.5
DO23525
0 years, male, NA, stage:4, alive, 1050 days
7.3
DO45179
0 years, female, NA, stage:2, alive, 600 days
7.2
DO45223
0 years, male, NA, stage:4, alive, 1020 days
7.1
DO45165
0 years, male, NA, stage:2, alive, 690 days
7.0
DO45297
0 years, female, NA, stage:4, dead, 1260 days
7.0
DO48728
0 years, female, NA, stage:2, alive, 150 days
6.7
DO48715
0 years, female, NA, stage:2, dead, 690 days
6.7
DO45203
0 years, female, NA, stage:2, alive, 1170 days
6.0
DO48727
0 years, female, NA, stage:2, dead, 390 days
6.0
DO23537
0 years, male, NA, stage:2, dead, 900 days
6.0
DO48712
0 years, male, NA, stage:2, alive, 810 days
5.9
DO50802
0 years, male, NA, stage:2, alive, 930 days
5.9
DO50785
0 years, male, NA, stage:4, dead, 90 days
5.9
DO45127
0 years, male, NA, stage:3, dead, 420 days
5.8
DO48757
0 years, female, NA, stage:3, alive, 480 days
5.7
DO23521
0 years, male, NA, stage:3, alive, 1110 days
5.6
DO45183
0 years, female, NA, stage:2, dead, 570 days
5.5
DO45219
0 years, male, NA, stage:2, alive, 1080 days
5.5
DO45289
0 years, female, NA, stage:3, alive, 360 days
5.4
DO23536
0 years, male, NA, stage:2, alive, 930 days
5.2
DO45185
0 years, male, NA, stage:2, alive, 600 days
5.1
DO50820
0 years, female, NA, stage:3, alive, 510 days
4.8
DO45119
0 years, male, NA, stage:3, dead, 510 days
4.7
DO45135
0 years, male, NA, stage:1, alive, 1410 days
4.5
DO45205
0 years, female, NA, stage:2, dead, 90 days
4.5
DO48720
0 years, female, NA, stage:2, alive, 570 days
4.3
DO45307
0 years, female, NA, stage:4, dead, 240 days
4.2
DO50778
0 years, male, NA, stage:4, alive, 630 days
3.6
DO48732
0 years, male, NA, stage:3, alive, 630 days
3.5
DO45093
0 years, male, NA, stage:2, dead, 720 days
2.9
DO45251
0 years, female, NA, stage:2, alive, 900 days
2.8
DO45211
0 years, male, NA, stage:3, alive, 240 days
2.8
DO45245
0 years, female, NA, stage:2, dead, 240 days
2.7
DO45193
0 years, female, NA, stage:4, dead, 120 days
2.2
DO45299
0 years, female, NA, stage:1, alive, 1440 days
2.1
DO45209
0 years, male, NA, stage:4, alive, 1350 days
1.7
DO45161
0 years, male, NA, stage:2, dead, 540 days
1.6
DO45189
0 years, female, NA, stage:2, alive, 1200 days
1.3
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
471
Tumor
N/A
351
Tumor
N/A
472
Normal
N/A
231
Tumor
N/A
352
Normal
N/A
473
Tumor
N/A
111
Normal
N/A
232
Normal
N/A
353
Tumor
N/A
474
Normal
N/A
112
Tumor
N/A
354
Normal
N/A
113
Tumor
N/A
355
Tumor
N/A
114
Normal
N/A
356
Normal
N/A
477
Tumor
N/A
357
Tumor
N/A
478
Normal
N/A
358
Normal
N/A
911
Tumor
N/A
912
Normal
N/A
913
Tumor
N/A
914
Normal
N/A
915
Tumor
N/A
916
Normal
N/A
917
Tumor
N/A
918
Normal
N/A
481
Tumor
N/A
361
Tumor
N/A
482
Normal
N/A
362
Normal
N/A
483
Tumor
N/A
363
Tumor
N/A
484
Normal
N/A
364
Normal
N/A
123
Tumor
N/A
365
Tumor
N/A
124
Normal
N/A
366
Normal
N/A
487
Tumor
N/A
125
Tumor
N/A
367
Tumor
N/A
488
Normal
N/A
126
Normal
N/A
368
Normal
N/A
127
Tumor
N/A
128
Normal
N/A
921
Tumor
N/A
922
Normal
N/A
923
Tumor
N/A
924
Normal
N/A
925
Tumor
N/A
926
Normal
N/A
491
Tumor
N/A
492
Normal
N/A
493
Tumor
N/A
131
Tumor
N/A
494
Normal
N/A
132
Normal
N/A
375
Tumor
N/A
376
Normal
N/A
497
Tumor
N/A
135
Tumor
N/A
498
Normal
N/A
136
Normal
N/A
257
Tumor
N/A
137
Tumor
N/A
258
Normal
N/A
138
Normal
N/A
813
Tumor
N/A
814
Normal
N/A
815
Tumor
N/A
816
Normal
N/A
937
Tumor
N/A
817
Tumor
N/A
938
Normal
N/A
818
Normal
N/A
261
Tumor
N/A
141
Tumor
N/A
262
Normal
N/A
383
Tumor
N/A
142
Normal
N/A
384
Normal
N/A
385
Tumor
N/A
386
Normal
N/A
145
Tumor
N/A
387
Tumor
N/A
146
Normal
N/A
267
Tumor
N/A
388
Normal
N/A
147
Tumor
N/A
268
Normal
N/A
148
Normal
N/A
943
Tumor
N/A
823
Tumor
N/A
944
Normal
N/A
824
Normal
N/A
1022
Normal
N/A
1021
Tumor
N/A
391
Tumor
N/A
271
Tumor
N/A
392
Normal
N/A
272
Normal
N/A
393
Tumor
N/A
394
Normal
N/A
395
Tumor
N/A
396
Normal
N/A
277
Tumor
N/A
1016
Normal
N/A
278
Normal
N/A
1015
Tumor
N/A
1014
Normal
N/A
951
Tumor
N/A
1013
Tumor
N/A
952
Normal
N/A
953
Tumor
N/A
954
Normal
N/A
713
Tumor
N/A
955
Tumor
N/A
714
Normal
N/A
956
Normal
N/A
715
Tumor
N/A
957
Tumor
N/A
716
Normal
N/A
958
Normal
N/A
1032
Normal
N/A
1031
Tumor
N/A
161
Tumor
N/A
162
Normal
N/A
283
Tumor
N/A
284
Normal
N/A
285
Tumor
N/A
286
Normal
N/A
1028
Normal
N/A
1027
Tumor
N/A
1026
Normal
N/A
1025
Tumor
N/A
721
Tumor
N/A
963
Tumor
N/A
722
Normal
N/A
964
Normal
N/A
723
Tumor
N/A
965
Tumor
N/A
724
Normal
N/A
966
Normal
N/A
967
Tumor
N/A
968
Normal
N/A
727
Tumor
N/A
728
Normal
N/A
1044
Normal
N/A
1043
Tumor
N/A
1042
Normal
N/A
1041
Tumor
N/A
171
Tumor
N/A
172
Normal
N/A
297
Tumor
N/A
298
Normal
N/A
851
Tumor
N/A
852
Normal
N/A
975
Tumor
N/A
976
Normal
N/A
977
Tumor
N/A
615
Tumor
N/A
857
Tumor
N/A
978
Normal
N/A
616
Normal
N/A
737
Tumor
N/A
858
Normal
N/A
617
Tumor
N/A
738
Normal
N/A
618
Normal
N/A
185
Tumor
N/A
186
Normal
N/A
187
Tumor
N/A
188
Normal
N/A
981
Tumor
N/A
861
Tumor
N/A
982
Normal
N/A
741
Tumor
N/A
862
Normal
N/A
983
Tumor
N/A
742
Normal
N/A
863
Tumor
N/A
984
Normal
N/A
1046
Normal
N/A
743
Tumor
N/A
864
Normal
N/A
1045
Tumor
N/A
744
Normal
N/A
865
Tumor
N/A
745
Tumor
N/A
866
Normal
N/A
746
Normal
N/A
867
Tumor
N/A
868
Normal
N/A
627
Tumor
N/A
628
Normal
N/A
191
Tumor
N/A
192
Normal
N/A
195
Tumor
N/A
196
Normal
N/A
873
Tumor
N/A
874
Normal
N/A
513
Tumor
N/A
755
Tumor
N/A
514
Normal
N/A
635
Tumor
N/A
756
Normal
N/A
877
Tumor
N/A
515
Tumor
N/A
636
Normal
N/A
878
Normal
N/A
516
Normal
N/A
517
Tumor
N/A
518
Normal
N/A
881
Tumor
N/A
882
Normal
N/A
641
Tumor
N/A
883
Tumor
N/A
642
Normal
N/A
884
Normal
N/A
523
Tumor
N/A
524
Normal
N/A
525
Tumor
N/A
526
Normal
N/A
647
Tumor
N/A
527
Tumor
N/A
648
Normal
N/A
528
Normal
N/A
411
Tumor
N/A
412
Normal
N/A
533
Tumor
N/A
413
Tumor
N/A
534
Normal
N/A
414
Normal
N/A
535
Tumor
N/A
777
Tumor
N/A
415
Tumor
N/A
536
Normal
N/A
778
Normal
N/A
416
Normal
N/A
537
Tumor
N/A
538
Normal
N/A
661
Tumor
N/A
662
Normal
N/A
421
Tumor
N/A
663
Tumor
N/A
422
Normal
N/A
664
Normal
N/A
785
Tumor
N/A
423
Tumor
N/A
665
Tumor
N/A
786
Normal
N/A
424
Normal
N/A
545
Tumor
N/A
666
Normal
N/A
425
Tumor
N/A
546
Normal
N/A
426
Normal
N/A
427
Tumor
N/A
428
Normal
N/A
671
Tumor
N/A
672
Normal
N/A
431
Tumor
N/A
311
Tumor
N/A
432
Normal
N/A
553
Tumor
N/A
312
Normal
N/A
433
Tumor
N/A
554
Normal
N/A
313
Tumor
N/A
434
Normal
N/A
314
Normal
N/A
435
Tumor
N/A
436
Normal
N/A
557
Tumor
N/A
558
Normal
N/A
563
Tumor
N/A
443
Tumor
N/A
564
Normal
N/A
685
Tumor
N/A
444
Normal
N/A
686
Normal
N/A
445
Tumor
N/A
446
Normal
N/A
567
Tumor
N/A
447
Tumor
N/A
568
Normal
N/A
327
Tumor
N/A
448
Normal
N/A
328
Normal
N/A
571
Tumor
N/A
451
Tumor
N/A
572
Normal
N/A
331
Tumor
N/A
452
Normal
N/A
573
Tumor
N/A
211
Tumor
N/A
332
Normal
N/A
574
Normal
N/A
695
Tumor
N/A
212
Normal
N/A
696
Normal
N/A
213
Tumor
N/A
455
Tumor
N/A
697
Tumor
N/A
214
Normal
N/A
456
Normal
N/A
698
Normal
N/A
217
Tumor
N/A
218
Normal
N/A
461
Tumor
N/A
341
Tumor
N/A
462
Normal
N/A
221
Tumor
N/A
342
Normal
N/A
463
Tumor
N/A
222
Normal
N/A
343
Tumor
N/A
464
Normal
N/A
223
Tumor
N/A
344
Normal
N/A
465
Tumor
N/A
224
Normal
N/A
466
Normal
N/A
467
Tumor
N/A
468
Normal
N/A
227
Tumor
N/A
228
Normal
N/A
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.
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.