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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.
GADD45B 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
87.7
Number of samples
362
Samples
Sample
Description
TPM
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
515.7
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
461.7
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
434.6
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
421.1
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
404.9
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
381.0
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
366.2
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
355.7
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
351.4
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
320.4
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
295.9
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
287.6
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
286.9
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
280.3
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
277.9
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
268.7
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
262.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
258.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
257.7
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
239.9
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
231.5
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
229.3
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
224.3
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
217.6
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
214.6
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
211.2
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
207.6
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
206.3
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
199.8
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
195.6
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
192.9
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
191.7
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
189.9
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
188.8
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
186.9
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
184.2
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
181.5
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
179.0
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
178.0
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
176.6
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
173.5
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
173.0
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
172.6
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
171.1
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
165.7
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
164.9
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
164.5
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
163.6
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
163.1
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
158.6
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
158.5
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
157.3
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
157.0
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
155.7
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
155.5
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
154.0
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
152.0
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
151.4
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
150.4
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
149.0
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
147.1
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
146.0
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
144.3
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
144.1
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
143.2
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
141.0
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
135.8
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
134.6
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
133.7
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
133.5
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
132.2
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
131.9
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
130.6
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
130.2
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
129.3
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
127.3
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
127.1
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
126.2
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
123.9
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
123.9
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
123.2
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
122.2
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
116.2
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
115.0
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
114.0
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
113.6
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
113.4
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
112.9
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
112.3
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
111.1
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
111.0
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
109.3
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
108.3
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
108.0
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
107.7
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
107.0
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
105.3
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
105.0
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
104.8
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
103.8
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
102.1
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
101.7
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
100.2
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
100.2
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
99.4
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
99.2
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
99.0
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
98.4
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
97.2
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
96.4
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
95.1
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
94.9
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
94.3
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
94.3
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
93.7
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
93.5
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
93.4
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
93.4
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
93.3
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
92.8
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
92.6
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
92.5
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
92.3
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
91.8
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
91.6
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
91.4
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
90.6
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
90.4
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
89.0
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
88.1
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
88.1
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
87.2
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
87.1
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
87.1
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
87.0
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
86.3
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
86.3
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
85.7
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
85.5
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
84.2
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
82.6
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
82.4
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
81.5
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
81.0
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
80.7
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
80.6
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
80.5
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
80.5
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
79.0
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
78.2
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
77.4
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
76.8
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
76.0
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
75.9
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
75.7
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
75.2
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
74.9
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
74.8
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
74.8
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
74.6
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
74.2
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
72.6
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
72.5
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
72.3
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
72.2
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
71.9
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
70.9
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
70.7
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
70.4
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
69.9
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
69.5
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
68.5
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
68.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
68.3
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
67.6
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
67.2
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
66.4
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
66.2
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
66.2
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
64.7
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
63.8
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
63.6
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
63.4
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
62.8
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
62.7
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
62.3
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
61.8
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
61.1
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
61.0
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
60.9
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
60.3
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
60.2
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
60.1
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
59.7
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
58.3
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
57.4
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
57.1
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
57.1
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
56.1
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
56.0
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
55.9
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
55.9
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
55.8
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
55.8
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
55.3
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
55.1
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
54.9
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
54.8
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
54.7
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
53.7
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
53.4
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
52.2
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
52.0
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
51.7
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
50.2
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
50.0
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
49.8
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
49.5
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
49.3
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
49.2
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
49.1
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
49.0
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
48.9
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
48.8
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
48.8
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
48.7
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
47.8
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
47.8
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
47.4
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
44.8
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
44.6
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
44.3
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
44.2
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
44.0
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
44.0
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
43.6
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
43.4
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
42.5
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
42.5
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
42.4
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
42.1
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
41.6
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
40.4
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
39.9
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
39.7
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
39.7
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
39.5
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
39.4
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
39.4
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
39.2
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
39.1
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
39.0
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
38.5
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
38.5
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
37.5
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
37.2
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
36.4
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
36.0
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
35.5
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
35.4
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
35.4
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
35.3
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
35.1
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
35.1
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
35.0
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
34.6
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
34.5
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
34.4
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
34.2
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
34.1
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
33.4
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
33.1
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
33.0
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
32.7
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
32.6
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
32.6
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
32.2
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
31.9
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
31.8
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
31.6
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
30.7
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
30.2
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
30.2
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
30.0
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
29.3
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
29.1
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
29.1
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
29.0
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
28.6
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
28.5
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
28.4
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
28.4
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
28.1
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
27.9
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
27.9
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
27.4
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
27.3
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
27.3
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
27.3
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
27.0
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
26.7
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
26.3
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
25.3
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
25.2
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
25.1
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
25.0
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
24.8
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
24.6
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
24.0
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
23.1
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
23.0
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
22.9
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
22.8
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
22.5
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
22.4
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
21.8
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
21.4
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
21.2
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
21.0
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
21.0
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
21.0
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
20.5
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
20.4
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
20.3
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
19.3
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
18.4
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
18.2
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
17.8
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
17.6
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
17.3
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
16.4
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
16.0
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
15.9
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
15.8
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
15.5
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
15.3
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
15.1
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
15.1
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
14.7
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
14.7
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
14.5
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
14.2
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
13.8
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
13.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
13.3
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
13.2
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
13.1
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
12.7
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
12.4
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
12.4
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
12.4
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
11.4
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
11.2
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
11.1
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
11.0
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
9.7
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
9.4
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
9.0
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
8.2
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
7.5
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
7.4
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 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.
GADD45B 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
94.4
Number of samples
231
Samples
Sample
Description
TPM
DO23551
0 years, male, NA, stage:3, dead, 150 days
782.9
DO23517
0 years, male, NA, stage:2, alive, 1200 days
671.6
DO45261
0 years, male, NA, stage:3, alive, 990 days
588.1
DO23544
0 years, male, NA, stage:2, alive, 960 days
519.8
DO45195
0 years, male, NA, stage:1, alive, 390 days
495.6
DO23530
0 years, male, NA, stage:4, dead, 180 days
404.7
DO50817
0 years, male, NA, stage:2, alive, 390 days
306.5
DO23516
0 years, male, NA, stage:3, dead, 20 days
296.3
DO45247
0 years, female, NA, stage:2, alive, 210 days
285.8
DO50819
0 years, female, NA, stage:2, alive, 510 days
279.0
DO23548
0 years, female, NA, stage:1, alive, 840 days
258.8
DO45237
0 years, male, NA, stage:2, alive, 900 days
249.2
DO23542
0 years, male, NA, stage:3, alive, 960 days
246.6
DO50805
0 years, male, NA, stage:2, alive, 690 days
244.7
DO48733
0 years, male, NA, stage:2, alive, 600 days
236.0
DO23515
0 years, male, NA, stage:2, alive, 1230 days
232.6
DO23523
0 years, male, NA, stage:3, alive, 1080 days
231.0
DO45141
0 years, male, NA, stage:2, alive, 1320 days
215.1
DO45249
0 years, male, NA, stage:1, alive, 630 days
211.6
DO45097
0 years, male, NA, stage:3, alive, 1620 days
207.7
DO50774
0 years, female, NA, stage:2, alive, 720 days
206.3
DO50857
0 years, male, NA, stage:2, alive, 210 days
199.3
DO45101
0 years, male, NA, stage:2, alive, 1680 days
199.0
DO50800
0 years, male, NA, stage:2, alive, 510 days
197.4
DO23546
0 years, male, NA, stage:2, alive, 1050 days
190.5
DO50845
0 years, male, NA, stage:3, alive, 210 days
190.5
DO23541
0 years, male, NA, stage:2, alive, 930 days
190.3
DO45091
0 years, male, NA, stage:2, dead, 1320 days
189.6
DO50816
0 years, male, NA, stage:2, alive, 390 days
187.4
DO45263
0 years, male, NA, stage:3, dead, 270 days
186.8
DO45109
0 years, male, NA, stage:2, alive, 1590 days
178.5
DO50803
0 years, female, NA, stage:1, alive, 540 days
173.5
DO48693
0 years, male, NA, stage:2, alive, 900 days
168.7
DO23545
0 years, male, NA, stage:2, dead, 570 days
168.2
DO23533
0 years, male, NA, stage:2, alive, 900 days
167.6
DO48672
0 years, male, NA, stage:2, alive, 450 days
165.3
DO23513
0 years, male, NA, stage:3, alive, 1200 days
165.2
DO23547
0 years, male, NA, stage:1, alive, 1020 days
163.4
DO45215
0 years, male, NA, stage:2, alive, 1170 days
161.9
DO45139
0 years, male, NA, stage:3, alive, 1320 days
159.7
DO48721
0 years, female, NA, stage:1, alive, 900 days
157.2
DO45255
0 years, male, NA, stage:3, alive, 720 days
157.2
DO23512
0 years, male, NA, stage:1, alive, 1260 days
155.8
DO45167
0 years, male, NA, stage:2, dead, 1440 days
154.0
DO48743
0 years, female, NA, stage:2, alive, 570 days
148.5
DO48747
0 years, male, NA, stage:3, alive, 540 days
148.3
DO45305
0 years, male, NA, stage:4, alive, 300 days
145.7
DO48759
0 years, male, NA, stage:3, alive, 720 days
144.8
DO50850
0 years, male, NA, stage:3, alive, 720 days
144.5
DO50832
0 years, male, NA, stage:3, alive, 90 days
144.1
DO45133
0 years, male, NA, stage:3, dead, 660 days
139.2
DO227801
0 years, female, NA, stage:1, alive, 660 days
138.2
DO50789
0 years, female, NA, stage:2, alive, 570 days
138.0
DO227643
0 years, male, NA, stage:2, alive, 1260 days
130.1
DO23531
0 years, female, NA, stage:3, alive, 900 days
128.5
DO23534
0 years, male, NA, stage:2, alive, 840 days
127.4
DO23549
0 years, male, NA, stage:3, alive, 990 days
127.0
DO45283
0 years, male, NA, stage:3, alive, 510 days
121.2
DO23543
0 years, male, NA, stage:2, alive, 1020 days
120.3
DO45213
0 years, male, NA, stage:1, alive, 1200 days
116.3
DO50798
0 years, male, NA, stage:3, dead, 30 days
115.6
DO45117
0 years, female, NA, stage:2, dead, 1110 days
114.3
DO23518
0 years, male, NA, stage:2, alive, 1320 days
113.7
DO45285
0 years, male, NA, stage:3, alive, 480 days
110.7
DO50814
0 years, male, NA, stage:3, alive, 420 days
110.2
DO48674
0 years, male, NA, stage:2, alive, 1260 days
108.3
DO48682
0 years, female, NA, stage:3, dead, 120 days
108.1
DO48725
0 years, male, NA, stage:1, alive, 780 days
105.7
DO45135
0 years, male, NA, stage:1, alive, 1410 days
105.5
DO45197
0 years, male, NA, stage:2, alive, 1170 days
105.3
DO45289
0 years, female, NA, stage:3, alive, 360 days
104.0
DO45297
0 years, female, NA, stage:4, dead, 1260 days
102.2
DO45181
0 years, female, NA, stage:2, alive, 1200 days
100.9
DO23539
0 years, male, NA, stage:1, alive, 1110 days
100.0
DO48677
0 years, male, NA, stage:3, alive, 1140 days
99.9
DO48742
0 years, male, NA, stage:2, alive, 600 days
98.1
DO48679
0 years, male, NA, stage:2, alive, 1200 days
98.0
DO48720
0 years, female, NA, stage:2, alive, 570 days
98.0
DO45303
0 years, female, NA, stage:3, alive, 990 days
96.0
DO45095
0 years, male, NA, stage:2, alive, 1620 days
95.0
DO45103
0 years, male, NA, stage:3, alive, 450 days
92.8
DO23537
0 years, male, NA, stage:2, dead, 900 days
91.3
DO50808
0 years, male, NA, stage:2, alive, 570 days
91.0
DO45251
0 years, female, NA, stage:2, alive, 900 days
89.7
DO45233
0 years, male, NA, stage:3, alive, 900 days
88.4
DO45187
0 years, female, NA, stage:1, alive, 1260 days
87.2
DO45241
0 years, male, NA, stage:1, alive, 1080 days
87.1
DO48761
0 years, male, NA, stage:2, alive, 870 days
86.8
DO45175
0 years, male, NA, stage:2, alive, 1140 days
86.1
DO45199
0 years, female, NA, stage:2, alive, 1350 days
85.5
DO50787
0 years, male, NA, stage:3, alive, 480 days
82.3
DO45231
0 years, male, NA, stage:2, alive, 930 days
80.6
DO50778
0 years, male, NA, stage:4, alive, 630 days
80.3
DO45273
0 years, male, NA, stage:2, alive, 480 days
80.1
DO23509
0 years, male, NA, stage:3, dead, 780 days
78.6
DO23521
0 years, male, NA, stage:3, alive, 1110 days
76.9
DO23532
0 years, female, NA, stage:1, alive, 960 days
76.7
DO48723
0 years, male, NA, stage:1, alive, 600 days
76.3
DO48760
0 years, female, NA, stage:2, alive, 690 days
76.0
DO45121
0 years, male, NA, stage:3, alive, 1530 days
75.7
DO45169
0 years, male, NA, stage:3, alive, 1350 days
74.1
DO48701
0 years, male, NA, stage:2, alive, 780 days
72.6
DO48730
0 years, female, NA, stage:2, alive, 630 days
72.2
DO45115
0 years, male, NA, stage:2, alive, 840 days
72.0
DO50829
0 years, male, NA, stage:3, alive, 570 days
71.4
DO48700
0 years, female, NA, stage:2, alive, 810 days
70.4
DO45229
0 years, male, NA, stage:1, alive, 990 days
69.1
DO45092
0 years, male, NA, stage:4, dead, 1200 days
68.8
DO45111
0 years, male, NA, stage:2, alive, 1590 days
64.5
DO45107
0 years, female, NA, stage:2, alive, 1710 days
63.9
DO48737
0 years, male, NA, stage:1, alive, 720 days
63.4
DO45281
0 years, male, NA, stage:4, alive, 750 days
61.4
DO45243
0 years, female, NA, stage:3, alive, 930 days
61.1
DO45201
0 years, male, NA, stage:1, alive, 900 days
60.2
DO45096
0 years, male, NA, stage:2, dead, 1290 days
60.1
DO45217
0 years, female, NA, stage:3, dead, 270 days
58.5
DO50855
0 years, male, NA, stage:2, alive, 570 days
58.3
DO45143
0 years, male, NA, stage:3, alive, 1290 days
58.1
DO45277
0 years, male, NA, stage:3, alive, 600 days
58.0
DO45129
0 years, male, NA, stage:3, alive, 1470 days
56.7
DO45191
0 years, female, NA, stage:2, alive, 1200 days
55.7
DO45099
0 years, male, NA, stage:3, alive, 1590 days
55.7
DO45145
0 years, male, NA, stage:3, dead, 60 days
55.5
DO45307
0 years, female, NA, stage:4, dead, 240 days
55.2
DO23535
0 years, male, NA, stage:1, alive, 960 days
54.9
DO50799
0 years, female, NA, stage:2, alive, 540 days
54.4
DO45223
0 years, male, NA, stage:4, alive, 1020 days
54.4
DO50809
0 years, male, NA, stage:3, dead, 720 days
52.6
DO45159
0 years, male, NA, stage:3, alive, 1470 days
52.6
DO45257
0 years, male, NA, stage:3, alive, 810 days
52.5
DO23514
0 years, male, NA, stage:2, alive, 1290 days
52.4
DO48716
0 years, male, NA, stage:2, alive, 720 days
52.4
DO45225
0 years, male, NA, stage:1, alive, 1050 days
52.1
DO50815
0 years, male, NA, stage:3, alive, 150 days
51.6
DO48704
0 years, female, NA, stage:3, alive, 750 days
50.6
DO45113
0 years, male, NA, stage:3, alive, 1560 days
49.5
DO48717
0 years, male, NA, stage:4, dead, 180 days
49.4
DO48706
0 years, male, NA, stage:2, alive, 870 days
47.8
DO45171
0 years, male, NA, stage:3, alive, 600 days
47.7
DO50802
0 years, male, NA, stage:2, alive, 930 days
47.4
DO45155
0 years, male, NA, stage:2, alive, 2160 days
47.2
DO45209
0 years, male, NA, stage:4, alive, 1350 days
47.1
DO45149
0 years, female, NA, stage:2, alive, 1260 days
47.1
DO48732
0 years, male, NA, stage:3, alive, 630 days
45.7
DO48715
0 years, female, NA, stage:2, dead, 690 days
45.4
DO50776
0 years, male, NA, stage:1, alive, 690 days
45.2
DO45253
0 years, male, NA, stage:2, alive, 870 days
45.2
DO48727
0 years, female, NA, stage:2, dead, 390 days
44.9
DO48746
0 years, male, NA, stage:3, alive, 570 days
44.6
DO50807
0 years, male, NA, stage:1, alive, 540 days
44.1
DO23510
0 years, female, NA, stage:2, alive, 870 days
43.8
DO45279
0 years, male, NA, stage:3, alive, 1290 days
42.5
DO50813
0 years, male, NA, stage:2, alive, 420 days
41.3
DO45301
0 years, male, NA, stage:2, dead, 1440 days
41.1
DO45153
0 years, female, NA, stage:2, alive, 1380 days
40.9
DO48697
0 years, female, NA, stage:2, dead, 810 days
40.9
DO23519
0 years, male, NA, stage:3, alive, 630 days
40.8
DO45165
0 years, male, NA, stage:2, alive, 690 days
39.6
DO45275
0 years, male, NA, stage:3, dead, 10 days
38.2
DO45105
0 years, male, NA, stage:1, alive, 1680 days
37.4
DO45123
0 years, female, NA, stage:2, dead, 570 days
36.9
DO48719
0 years, male, NA, stage:2, alive, 690 days
34.4
DO48712
0 years, male, NA, stage:2, alive, 810 days
34.3
DO45235
0 years, female, NA, stage:1, alive, 900 days
33.7
DO45259
0 years, male, NA, stage:3, alive, 330 days
33.5
DO23550
0 years, male, NA, stage:1, alive, 990 days
32.9
DO45287
0 years, male, NA, stage:1, alive, 390 days
32.8
DO45203
0 years, female, NA, stage:2, alive, 1170 days
32.1
DO45127
0 years, male, NA, stage:3, dead, 420 days
31.3
DO50785
0 years, male, NA, stage:4, dead, 90 days
31.2
DO50806
0 years, male, NA, stage:4, alive, 540 days
31.0
DO23524
0 years, female, NA, stage:2, alive, 1050 days
30.9
DO45185
0 years, male, NA, stage:2, alive, 600 days
30.8
DO50818
0 years, male, NA, stage:2, alive, 510 days
30.6
DO45177
0 years, female, NA, stage:3, alive, 1260 days
30.1
DO23536
0 years, male, NA, stage:2, alive, 930 days
29.8
DO50840
0 years, male, NA, stage:2, alive, 330 days
29.1
DO23526
0 years, male, NA, stage:3, alive, 1050 days
28.4
DO45193
0 years, female, NA, stage:4, dead, 120 days
27.8
DO23529
0 years, male, NA, stage:4, alive, 930 days
27.4
DO45157
0 years, male, NA, stage:2, alive, 1980 days
27.3
DO50859
0 years, male, NA, stage:2, alive, 180 days
25.6
DO23538
0 years, male, NA, stage:2, alive, 450 days
24.9
DO45161
0 years, male, NA, stage:2, dead, 540 days
24.7
DO48736
0 years, female, NA, stage:1, alive, 600 days
24.6
DO48728
0 years, female, NA, stage:2, alive, 150 days
24.3
DO50820
0 years, female, NA, stage:3, alive, 510 days
23.9
DO23540
0 years, male, NA, stage:1, alive, 750 days
23.5
DO45265
0 years, male, NA, stage:3, alive, 1020 days
23.4
DO23525
0 years, male, NA, stage:4, alive, 1050 days
23.2
DO45137
0 years, male, NA, stage:1, alive, 1320 days
23.0
DO45183
0 years, female, NA, stage:2, dead, 570 days
22.4
DO45093
0 years, male, NA, stage:2, dead, 720 days
22.1
DO45245
0 years, female, NA, stage:2, dead, 240 days
21.5
DO45173
0 years, male, NA, stage:3, alive, 1170 days
21.4
DO45267
0 years, male, NA, stage:3, dead, 570 days
20.8
DO45094
0 years, male, NA, stage:3, alive, 1650 days
20.6
DO45221
0 years, female, NA, stage:4, dead, 390 days
20.1
DO50804
0 years, male, NA, stage:2, alive, 720 days
20.0
DO23552
0 years, female, NA, stage:1, alive, 810 days
19.5
DO50793
0 years, male, NA, stage:4, alive, 540 days
18.8
DO45207
0 years, male, NA, stage:1, alive, 1050 days
18.4
DO45219
0 years, male, NA, stage:2, alive, 1080 days
18.1
DO50791
0 years, female, NA, stage:1, dead, 480 days
17.8
DO45125
0 years, male, NA, stage:3, alive, 1680 days
17.5
DO45205
0 years, female, NA, stage:2, dead, 90 days
17.5
DO23527
0 years, male, NA, stage:1, alive, 1050 days
17.4
DO23508
0 years, female, NA, stage:2, alive, 390 days
17.3
DO45119
0 years, male, NA, stage:3, dead, 510 days
16.7
DO45163
0 years, male, NA, stage:2, alive, 960 days
16.5
DO45239
0 years, male, NA, stage:2, alive, 870 days
15.8
DO50783
0 years, male, NA, stage:3, alive, 480 days
14.7
DO50844
0 years, male, NA, stage:4, alive, 300 days
14.6
DO45179
0 years, female, NA, stage:2, alive, 600 days
14.5
DO45269
0 years, male, NA, stage:3, alive, 750 days
13.9
DO45211
0 years, male, NA, stage:3, alive, 240 days
13.7
DO50811
0 years, male, NA, stage:1, alive, 450 days
13.3
DO45299
0 years, female, NA, stage:1, alive, 1440 days
13.1
DO23511
0 years, female, NA, stage:3, dead, 180 days
13.1
DO50825
0 years, male, NA, stage:2, alive, 390 days
12.9
DO45131
0 years, male, NA, stage:4, dead, 360 days
12.6
DO50839
0 years, female, NA, stage:3, alive, 330 days
12.5
DO48681
0 years, male, NA, stage:2, alive, 900 days
11.8
DO50822
0 years, male, NA, stage:2, alive, 510 days
11.1
DO45189
0 years, female, NA, stage:2, alive, 1200 days
10.0
DO45227
0 years, female, NA, stage:2, alive, 1020 days
9.3
DO48741
0 years, male, NA, stage:3, alive, 240 days
9.1
DO23528
0 years, female, NA, stage:2, alive, 1020 days
6.6
DO48751
0 years, male, NA, stage:2, dead, 480 days
6.0
DO48695
0 years, male, NA, stage:2, alive, 720 days
4.5
DO48757
0 years, female, NA, stage:3, alive, 480 days
2.3
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.
The Human Protein Atlas project is funded
