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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.
NFE2L1 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
77.7
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
320.6
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
317.6
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
286.8
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
222.8
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
211.7
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
210.6
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
203.8
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
199.1
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
194.7
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
192.6
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
182.7
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
182.1
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
176.9
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
175.7
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
175.3
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
174.5
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
173.5
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
168.5
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
168.3
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
167.1
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
159.8
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
153.4
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
149.5
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
147.6
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
143.4
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
143.1
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
142.8
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
140.2
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
139.5
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
138.7
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
138.3
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
137.7
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
136.8
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
134.5
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
134.2
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
134.0
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
132.0
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
130.7
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
130.3
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
129.4
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
129.4
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
128.7
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
127.9
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
127.7
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
127.6
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
126.9
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
126.3
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
125.6
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
125.3
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
124.5
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
124.1
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
122.7
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
122.6
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
122.1
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
121.6
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
121.3
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
120.7
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
120.2
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
119.8
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
118.8
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
118.7
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
118.0
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
117.7
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
116.8
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
115.9
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
115.6
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
115.2
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
112.8
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
112.2
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
112.2
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
112.1
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
111.9
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
111.8
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
111.7
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
111.7
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
111.5
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
109.9
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
109.8
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
109.6
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
109.3
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
109.0
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
107.9
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
106.9
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
106.7
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
104.5
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
104.4
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
104.3
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
103.5
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
103.0
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
102.9
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
101.0
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
100.7
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
100.3
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
99.8
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
99.0
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
98.7
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
98.5
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
97.9
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
97.0
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
96.8
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
96.4
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
95.7
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
95.4
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
94.1
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
93.7
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
93.6
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
92.9
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
92.2
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
92.0
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
91.8
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
90.4
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
89.5
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
89.3
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
88.7
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
88.2
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
87.6
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
87.6
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
87.4
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
87.2
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
86.7
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
86.3
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
86.1
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
83.5
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
83.4
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
83.3
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
83.1
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
83.0
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
82.7
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
82.5
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
82.3
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
82.2
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
82.1
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
81.9
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
81.7
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
81.4
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
80.5
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
80.0
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
80.0
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
79.1
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
79.0
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
78.3
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
77.5
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
76.8
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
76.5
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
76.3
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
75.5
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
74.9
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
74.6
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
74.3
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
73.8
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
73.8
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
73.3
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
73.0
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
72.9
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
72.8
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
72.5
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
72.3
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
72.3
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
71.9
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
71.4
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
71.2
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
71.1
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
70.9
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
70.8
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
70.8
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
70.8
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
70.7
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
70.6
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
70.3
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
69.9
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
69.3
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
69.2
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
68.8
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
68.7
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
68.3
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
68.1
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
68.1
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
68.1
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
67.2
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
67.1
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
66.7
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
66.7
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
66.6
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
66.4
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
65.7
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
65.7
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
65.4
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
65.2
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
65.1
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
65.0
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
65.0
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
64.9
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
64.7
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
64.6
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
64.5
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
64.2
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
64.0
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
63.7
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
63.1
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
62.0
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
61.9
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
61.6
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
61.6
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
61.5
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
60.9
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
60.6
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
60.3
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
60.3
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
60.1
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
60.0
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
59.8
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
59.3
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
59.2
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
59.1
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
58.9
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
58.8
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
58.6
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
58.5
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
58.0
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
57.8
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
57.7
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
57.6
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
57.2
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
57.1
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
56.7
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
56.3
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
55.8
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
55.8
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
55.5
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
55.2
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
55.1
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
55.0
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
54.6
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
54.4
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
54.2
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
54.1
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
54.0
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
54.0
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
53.9
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
53.8
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
53.8
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
53.5
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
53.4
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
52.8
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
52.6
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
52.5
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
52.5
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
51.8
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
51.2
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
51.1
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
51.0
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
50.5
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
50.5
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
50.2
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
50.1
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
49.8
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
49.2
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
48.9
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
48.1
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
48.1
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
47.5
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
47.3
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
47.2
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
47.1
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
47.1
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
47.0
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
46.6
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
46.5
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
46.2
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
46.1
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
46.0
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
45.9
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
45.6
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
45.3
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
44.8
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
44.8
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
44.5
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
44.4
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
44.4
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
44.0
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
43.6
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
43.5
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
42.8
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
42.6
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
42.2
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
42.2
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
41.8
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
41.7
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
41.6
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
41.6
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
41.4
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
41.1
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
40.8
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
40.3
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
40.3
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
40.0
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
40.0
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
39.8
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
39.5
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
39.3
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
39.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
39.1
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
38.7
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
37.8
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
37.4
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
37.3
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
37.1
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
36.6
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
36.4
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
36.1
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
35.3
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
34.8
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
34.5
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
33.9
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
33.5
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
33.5
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
33.4
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
33.1
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
33.1
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
32.7
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
32.6
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
32.4
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
31.8
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
31.7
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
31.3
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
31.2
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
30.6
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
30.3
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
29.3
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
29.3
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
28.8
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
28.7
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
28.7
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
28.7
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
28.4
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
28.2
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
27.5
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
26.9
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
26.7
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
26.4
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
26.2
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
25.7
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
25.6
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
25.3
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
25.2
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
25.1
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
24.2
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
23.7
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
23.6
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
22.4
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
21.3
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
21.1
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
20.3
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
19.1
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
19.0
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
18.4
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
18.3
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
15.3
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
14.1
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
11.2
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
9.8
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 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.
NFE2L1 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
69.4
Number of samples
231
Samples
Sample
Description
TPM
DO23509
0 years, male, NA, stage:3, dead, 780 days
312.7
DO23533
0 years, male, NA, stage:2, alive, 900 days
192.7
DO50791
0 years, female, NA, stage:1, dead, 480 days
191.3
DO45235
0 years, female, NA, stage:1, alive, 900 days
189.5
DO45133
0 years, male, NA, stage:3, dead, 660 days
186.9
DO23532
0 years, female, NA, stage:1, alive, 960 days
184.0
DO50829
0 years, male, NA, stage:3, alive, 570 days
174.7
DO48746
0 years, male, NA, stage:3, alive, 570 days
169.8
DO50809
0 years, male, NA, stage:3, dead, 720 days
163.9
DO45163
0 years, male, NA, stage:2, alive, 960 days
162.6
DO50798
0 years, male, NA, stage:3, dead, 30 days
158.6
DO45281
0 years, male, NA, stage:4, alive, 750 days
156.8
DO48732
0 years, male, NA, stage:3, alive, 630 days
151.5
DO45253
0 years, male, NA, stage:2, alive, 870 days
146.8
DO50832
0 years, male, NA, stage:3, alive, 90 days
139.8
DO45283
0 years, male, NA, stage:3, alive, 510 days
135.3
DO50818
0 years, male, NA, stage:2, alive, 510 days
133.5
DO23540
0 years, male, NA, stage:1, alive, 750 days
131.2
DO45197
0 years, male, NA, stage:2, alive, 1170 days
130.0
DO45111
0 years, male, NA, stage:2, alive, 1590 days
127.6
DO48704
0 years, female, NA, stage:3, alive, 750 days
125.3
DO45227
0 years, female, NA, stage:2, alive, 1020 days
115.8
DO48695
0 years, male, NA, stage:2, alive, 720 days
112.9
DO45275
0 years, male, NA, stage:3, dead, 10 days
110.2
DO48672
0 years, male, NA, stage:2, alive, 450 days
109.4
DO45139
0 years, male, NA, stage:3, alive, 1320 days
109.2
DO45207
0 years, male, NA, stage:1, alive, 1050 days
107.3
DO45277
0 years, male, NA, stage:3, alive, 600 days
107.3
DO50813
0 years, male, NA, stage:2, alive, 420 days
105.4
DO23521
0 years, male, NA, stage:3, alive, 1110 days
102.5
DO23534
0 years, male, NA, stage:2, alive, 840 days
100.9
DO23513
0 years, male, NA, stage:3, alive, 1200 days
100.1
DO45092
0 years, male, NA, stage:4, dead, 1200 days
99.9
DO23536
0 years, male, NA, stage:2, alive, 930 days
99.5
DO45241
0 years, male, NA, stage:1, alive, 1080 days
95.6
DO50799
0 years, female, NA, stage:2, alive, 540 days
95.3
DO45255
0 years, male, NA, stage:3, alive, 720 days
93.7
DO45155
0 years, male, NA, stage:2, alive, 2160 days
93.2
DO45185
0 years, male, NA, stage:2, alive, 600 days
92.7
DO45229
0 years, male, NA, stage:1, alive, 990 days
92.2
DO45105
0 years, male, NA, stage:1, alive, 1680 days
91.7
DO23542
0 years, male, NA, stage:3, alive, 960 days
91.5
DO45225
0 years, male, NA, stage:1, alive, 1050 days
90.9
DO48721
0 years, female, NA, stage:1, alive, 900 days
90.6
DO48719
0 years, male, NA, stage:2, alive, 690 days
90.0
DO45113
0 years, male, NA, stage:3, alive, 1560 days
89.8
DO45131
0 years, male, NA, stage:4, dead, 360 days
89.4
DO48677
0 years, male, NA, stage:3, alive, 1140 days
89.4
DO23543
0 years, male, NA, stage:2, alive, 1020 days
89.1
DO45307
0 years, female, NA, stage:4, dead, 240 days
88.5
DO50802
0 years, male, NA, stage:2, alive, 930 days
87.7
DO45094
0 years, male, NA, stage:3, alive, 1650 days
87.4
DO45175
0 years, male, NA, stage:2, alive, 1140 days
87.2
DO48712
0 years, male, NA, stage:2, alive, 810 days
86.1
DO45171
0 years, male, NA, stage:3, alive, 600 days
85.6
DO23541
0 years, male, NA, stage:2, alive, 930 days
85.3
DO45303
0 years, female, NA, stage:3, alive, 990 days
85.0
DO50859
0 years, male, NA, stage:2, alive, 180 days
81.9
DO23552
0 years, female, NA, stage:1, alive, 810 days
81.8
DO45211
0 years, male, NA, stage:3, alive, 240 days
80.6
DO50808
0 years, male, NA, stage:2, alive, 570 days
80.1
DO45205
0 years, female, NA, stage:2, dead, 90 days
79.2
DO23527
0 years, male, NA, stage:1, alive, 1050 days
78.4
DO45245
0 years, female, NA, stage:2, dead, 240 days
78.3
DO45123
0 years, female, NA, stage:2, dead, 570 days
77.8
DO45173
0 years, male, NA, stage:3, alive, 1170 days
77.5
DO45149
0 years, female, NA, stage:2, alive, 1260 days
77.4
DO45117
0 years, female, NA, stage:2, dead, 1110 days
77.1
DO23539
0 years, male, NA, stage:1, alive, 1110 days
75.9
DO23524
0 years, female, NA, stage:2, alive, 1050 days
75.6
DO45223
0 years, male, NA, stage:4, alive, 1020 days
75.4
DO48757
0 years, female, NA, stage:3, alive, 480 days
74.0
DO23512
0 years, male, NA, stage:1, alive, 1260 days
73.3
DO23526
0 years, male, NA, stage:3, alive, 1050 days
73.3
DO45259
0 years, male, NA, stage:3, alive, 330 days
72.8
DO45189
0 years, female, NA, stage:2, alive, 1200 days
72.8
DO48701
0 years, male, NA, stage:2, alive, 780 days
72.5
DO48717
0 years, male, NA, stage:4, dead, 180 days
72.3
DO45231
0 years, male, NA, stage:2, alive, 930 days
71.8
DO50783
0 years, male, NA, stage:3, alive, 480 days
71.7
DO45159
0 years, male, NA, stage:3, alive, 1470 days
70.4
DO50787
0 years, male, NA, stage:3, alive, 480 days
69.6
DO50774
0 years, female, NA, stage:2, alive, 720 days
69.2
DO45153
0 years, female, NA, stage:2, alive, 1380 days
68.9
DO45125
0 years, male, NA, stage:3, alive, 1680 days
68.8
DO50814
0 years, male, NA, stage:3, alive, 420 days
68.8
DO48743
0 years, female, NA, stage:2, alive, 570 days
68.7
DO23546
0 years, male, NA, stage:2, alive, 1050 days
68.6
DO50819
0 years, female, NA, stage:2, alive, 510 days
68.3
DO45119
0 years, male, NA, stage:3, dead, 510 days
67.6
DO45097
0 years, male, NA, stage:3, alive, 1620 days
67.2
DO45301
0 years, male, NA, stage:2, dead, 1440 days
67.1
DO23516
0 years, male, NA, stage:3, dead, 20 days
66.8
DO45107
0 years, female, NA, stage:2, alive, 1710 days
66.0
DO50816
0 years, male, NA, stage:2, alive, 390 days
65.5
DO45299
0 years, female, NA, stage:1, alive, 1440 days
65.2
DO50778
0 years, male, NA, stage:4, alive, 630 days
65.1
DO50807
0 years, male, NA, stage:1, alive, 540 days
64.8
DO45267
0 years, male, NA, stage:3, dead, 570 days
64.7
DO45219
0 years, male, NA, stage:2, alive, 1080 days
64.1
DO50857
0 years, male, NA, stage:2, alive, 210 days
62.7
DO45237
0 years, male, NA, stage:2, alive, 900 days
62.6
DO48716
0 years, male, NA, stage:2, alive, 720 days
62.3
DO50800
0 years, male, NA, stage:2, alive, 510 days
61.7
DO48751
0 years, male, NA, stage:2, dead, 480 days
60.8
DO45141
0 years, male, NA, stage:2, alive, 1320 days
60.8
DO45179
0 years, female, NA, stage:2, alive, 600 days
60.7
DO23518
0 years, male, NA, stage:2, alive, 1320 days
60.6
DO45233
0 years, male, NA, stage:3, alive, 900 days
60.5
DO45213
0 years, male, NA, stage:1, alive, 1200 days
60.3
DO23537
0 years, male, NA, stage:2, dead, 900 days
60.2
DO45099
0 years, male, NA, stage:3, alive, 1590 days
59.8
DO227643
0 years, male, NA, stage:2, alive, 1260 days
59.8
DO23550
0 years, male, NA, stage:1, alive, 990 days
59.3
DO45279
0 years, male, NA, stage:3, alive, 1290 days
58.9
DO45249
0 years, male, NA, stage:1, alive, 630 days
58.0
DO45157
0 years, male, NA, stage:2, alive, 1980 days
57.9
DO50776
0 years, male, NA, stage:1, alive, 690 days
57.8
DO227801
0 years, female, NA, stage:1, alive, 660 days
57.7
DO50855
0 years, male, NA, stage:2, alive, 570 days
57.5
DO23511
0 years, female, NA, stage:3, dead, 180 days
57.5
DO45209
0 years, male, NA, stage:4, alive, 1350 days
57.0
DO45137
0 years, male, NA, stage:1, alive, 1320 days
56.9
DO45273
0 years, male, NA, stage:2, alive, 480 days
56.7
DO23510
0 years, female, NA, stage:2, alive, 870 days
56.5
DO48742
0 years, male, NA, stage:2, alive, 600 days
56.3
DO50820
0 years, female, NA, stage:3, alive, 510 days
56.3
DO50817
0 years, male, NA, stage:2, alive, 390 days
56.0
DO50785
0 years, male, NA, stage:4, dead, 90 days
55.5
DO23547
0 years, male, NA, stage:1, alive, 1020 days
55.4
DO23525
0 years, male, NA, stage:4, alive, 1050 days
55.4
DO50793
0 years, male, NA, stage:4, alive, 540 days
55.3
DO23529
0 years, male, NA, stage:4, alive, 930 days
55.0
DO45167
0 years, male, NA, stage:2, dead, 1440 days
54.8
DO23515
0 years, male, NA, stage:2, alive, 1230 days
54.7
DO45287
0 years, male, NA, stage:1, alive, 390 days
54.1
DO23535
0 years, male, NA, stage:1, alive, 960 days
53.9
DO23531
0 years, female, NA, stage:3, alive, 900 days
53.6
DO45129
0 years, male, NA, stage:3, alive, 1470 days
53.6
DO45169
0 years, male, NA, stage:3, alive, 1350 days
53.4
DO45096
0 years, male, NA, stage:2, dead, 1290 days
53.3
DO45115
0 years, male, NA, stage:2, alive, 840 days
53.3
DO45177
0 years, female, NA, stage:3, alive, 1260 days
53.1
DO50825
0 years, male, NA, stage:2, alive, 390 days
52.7
DO50789
0 years, female, NA, stage:2, alive, 570 days
52.7
DO45181
0 years, female, NA, stage:2, alive, 1200 days
52.5
DO45193
0 years, female, NA, stage:4, dead, 120 days
52.5
DO48720
0 years, female, NA, stage:2, alive, 570 days
52.3
DO45145
0 years, male, NA, stage:3, dead, 60 days
52.1
DO23530
0 years, male, NA, stage:4, dead, 180 days
52.0
DO23514
0 years, male, NA, stage:2, alive, 1290 days
51.3
DO45091
0 years, male, NA, stage:2, dead, 1320 days
50.7
DO45101
0 years, male, NA, stage:2, alive, 1680 days
49.2
DO45095
0 years, male, NA, stage:2, alive, 1620 days
49.0
DO45269
0 years, male, NA, stage:3, alive, 750 days
49.0
DO23548
0 years, female, NA, stage:1, alive, 840 days
48.8
DO45187
0 years, female, NA, stage:1, alive, 1260 days
48.5
DO48679
0 years, male, NA, stage:2, alive, 1200 days
48.4
DO23538
0 years, male, NA, stage:2, alive, 450 days
48.3
DO45215
0 years, male, NA, stage:2, alive, 1170 days
48.2
DO48733
0 years, male, NA, stage:2, alive, 600 days
48.1
DO48741
0 years, male, NA, stage:3, alive, 240 days
47.9
DO23508
0 years, female, NA, stage:2, alive, 390 days
47.9
DO23545
0 years, male, NA, stage:2, dead, 570 days
47.6
DO45297
0 years, female, NA, stage:4, dead, 1260 days
47.3
DO50803
0 years, female, NA, stage:1, alive, 540 days
47.0
DO48736
0 years, female, NA, stage:1, alive, 600 days
47.0
DO48760
0 years, female, NA, stage:2, alive, 690 days
46.8
DO50822
0 years, male, NA, stage:2, alive, 510 days
46.2
DO23523
0 years, male, NA, stage:3, alive, 1080 days
46.1
DO45305
0 years, male, NA, stage:4, alive, 300 days
45.6
DO48693
0 years, male, NA, stage:2, alive, 900 days
45.3
DO48682
0 years, female, NA, stage:3, dead, 120 days
44.8
DO50804
0 years, male, NA, stage:2, alive, 720 days
44.4
DO48747
0 years, male, NA, stage:3, alive, 540 days
44.3
DO45191
0 years, female, NA, stage:2, alive, 1200 days
44.2
DO48730
0 years, female, NA, stage:2, alive, 630 days
44.1
DO48759
0 years, male, NA, stage:3, alive, 720 days
43.8
DO50811
0 years, male, NA, stage:1, alive, 450 days
43.8
DO45165
0 years, male, NA, stage:2, alive, 690 days
43.4
DO48723
0 years, male, NA, stage:1, alive, 600 days
42.3
DO23528
0 years, female, NA, stage:2, alive, 1020 days
41.8
DO45121
0 years, male, NA, stage:3, alive, 1530 days
41.8
DO48681
0 years, male, NA, stage:2, alive, 900 days
41.7
DO50845
0 years, male, NA, stage:3, alive, 210 days
41.5
DO50806
0 years, male, NA, stage:4, alive, 540 days
41.5
DO50839
0 years, female, NA, stage:3, alive, 330 days
41.4
DO48700
0 years, female, NA, stage:2, alive, 810 days
40.7
DO45127
0 years, male, NA, stage:3, dead, 420 days
40.6
DO50850
0 years, male, NA, stage:3, alive, 720 days
40.5
DO45201
0 years, male, NA, stage:1, alive, 900 days
40.4
DO45263
0 years, male, NA, stage:3, dead, 270 days
40.1
DO45221
0 years, female, NA, stage:4, dead, 390 days
40.0
DO48725
0 years, male, NA, stage:1, alive, 780 days
40.0
DO48728
0 years, female, NA, stage:2, alive, 150 days
39.3
DO48697
0 years, female, NA, stage:2, dead, 810 days
38.9
DO45243
0 years, female, NA, stage:3, alive, 930 days
38.9
DO48706
0 years, male, NA, stage:2, alive, 870 days
38.8
DO45143
0 years, male, NA, stage:3, alive, 1290 days
38.6
DO45161
0 years, male, NA, stage:2, dead, 540 days
38.3
DO45239
0 years, male, NA, stage:2, alive, 870 days
38.1
DO45183
0 years, female, NA, stage:2, dead, 570 days
38.0
DO23549
0 years, male, NA, stage:3, alive, 990 days
37.9
DO45203
0 years, female, NA, stage:2, alive, 1170 days
37.9
DO45135
0 years, male, NA, stage:1, alive, 1410 days
37.5
DO45289
0 years, female, NA, stage:3, alive, 360 days
37.2
DO45251
0 years, female, NA, stage:2, alive, 900 days
37.1
DO48761
0 years, male, NA, stage:2, alive, 870 days
36.4
DO45257
0 years, male, NA, stage:3, alive, 810 days
36.3
DO45109
0 years, male, NA, stage:2, alive, 1590 days
34.6
DO23517
0 years, male, NA, stage:2, alive, 1200 days
34.5
DO45261
0 years, male, NA, stage:3, alive, 990 days
34.3
DO50805
0 years, male, NA, stage:2, alive, 690 days
34.2
DO45103
0 years, male, NA, stage:3, alive, 450 days
33.7
DO48715
0 years, female, NA, stage:2, dead, 690 days
32.7
DO45217
0 years, female, NA, stage:3, dead, 270 days
32.3
DO45285
0 years, male, NA, stage:3, alive, 480 days
31.7
DO50844
0 years, male, NA, stage:4, alive, 300 days
31.6
DO23551
0 years, male, NA, stage:3, dead, 150 days
31.0
DO48674
0 years, male, NA, stage:2, alive, 1260 days
30.9
DO50840
0 years, male, NA, stage:2, alive, 330 days
30.6
DO45247
0 years, female, NA, stage:2, alive, 210 days
30.0
DO45195
0 years, male, NA, stage:1, alive, 390 days
29.4
DO23544
0 years, male, NA, stage:2, alive, 960 days
28.0
DO50815
0 years, male, NA, stage:3, alive, 150 days
27.6
DO23519
0 years, male, NA, stage:3, alive, 630 days
27.4
DO45265
0 years, male, NA, stage:3, alive, 1020 days
26.6
DO48727
0 years, female, NA, stage:2, dead, 390 days
25.9
DO48737
0 years, male, NA, stage:1, alive, 720 days
24.2
DO45199
0 years, female, NA, stage:2, alive, 1350 days
22.8
DO45093
0 years, male, NA, stage:2, dead, 720 days
17.8
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
