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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.
TMEM37 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
53.8
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
232.1
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
215.7
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
214.0
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
199.0
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
194.8
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
178.0
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
162.2
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
152.7
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
147.9
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
145.2
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
137.6
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
136.1
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
133.5
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
126.4
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
125.1
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
122.7
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
122.6
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
121.9
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
120.8
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
119.3
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
116.9
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
115.5
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
113.1
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
112.1
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
109.9
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
109.4
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
109.0
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
108.7
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
104.8
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
103.1
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
102.9
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
101.6
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
101.0
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
99.8
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
99.5
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
98.7
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
96.0
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
94.2
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
94.0
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
93.3
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
93.2
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
92.5
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
92.4
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
91.7
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
91.4
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
90.8
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
90.4
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
89.5
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
88.9
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
88.0
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
87.8
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
86.8
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
85.5
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
85.3
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
84.8
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
84.6
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
84.5
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
82.7
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
82.6
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
82.6
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
82.3
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
79.9
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
79.9
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
79.9
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
79.7
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
79.3
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
79.0
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
78.6
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
78.2
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
77.5
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
77.3
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
76.1
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
75.9
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
75.1
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
74.8
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
74.6
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
74.4
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
74.3
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
74.0
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
73.4
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
72.5
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
72.1
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
72.0
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
72.0
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
71.4
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
71.0
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
71.0
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
70.8
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
69.7
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
69.7
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
69.6
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
69.5
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
69.3
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
69.1
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
69.0
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
68.9
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
68.8
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
68.5
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
68.4
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
68.3
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
67.9
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
67.9
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
67.0
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
65.8
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
65.7
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
65.6
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
65.4
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
65.2
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
65.2
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
64.9
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
64.2
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
64.1
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
63.3
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
63.3
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
63.1
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
62.7
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
62.4
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
62.1
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
61.8
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
61.8
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
61.8
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
61.6
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
61.2
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
60.7
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
60.7
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
60.5
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
60.4
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
60.4
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
60.0
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
59.6
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
59.3
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
59.0
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
58.7
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
58.5
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
58.4
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
58.4
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
58.2
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
58.2
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
58.1
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
57.9
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
57.8
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
57.1
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
56.9
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
56.5
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
56.3
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
56.2
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
56.0
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
56.0
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
55.6
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
55.5
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
55.1
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
55.1
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
55.1
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
55.1
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
54.8
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
54.3
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
53.8
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
53.6
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
53.5
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
52.3
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
51.6
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
51.1
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
51.1
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
50.8
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
50.6
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
50.4
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
50.2
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
49.9
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
49.8
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
49.7
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
49.2
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
49.2
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
48.5
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
48.4
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
48.3
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
48.2
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
48.0
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
47.9
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
47.2
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
47.2
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
46.9
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
46.9
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
46.9
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
46.8
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
46.4
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
46.3
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
46.2
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
45.7
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
45.4
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
44.9
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
44.9
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
44.5
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
44.1
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
43.9
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
43.6
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
43.6
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
43.1
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
42.9
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
42.6
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
42.6
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
42.5
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
42.3
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
42.2
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
41.9
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
41.8
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
41.7
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
41.6
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
41.5
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
41.2
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
41.2
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
40.5
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
40.2
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
40.0
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
39.5
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
39.5
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
38.9
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
38.7
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
38.3
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
38.3
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
38.2
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
38.2
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
38.1
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
38.0
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
37.8
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
37.7
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
37.4
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
37.1
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
36.9
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
36.9
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
36.6
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
36.6
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
36.5
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
36.0
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
34.4
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
34.3
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
33.7
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
33.6
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
33.5
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
33.5
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
33.5
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
33.4
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
33.4
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
33.2
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
33.2
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
32.8
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
32.7
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
32.6
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
32.4
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
32.0
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
31.9
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
31.9
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
31.8
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
31.8
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
31.5
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
31.1
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
30.8
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
30.5
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
30.5
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
30.3
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
30.2
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
30.0
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
29.9
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
29.8
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
29.8
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
29.7
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
29.3
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
29.2
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
29.0
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
28.9
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
28.8
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
28.7
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
28.7
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
28.6
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
28.6
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
28.5
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
28.4
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
28.3
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
28.3
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
28.3
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
28.2
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
28.2
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
27.2
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
27.2
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
26.8
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
26.0
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
26.0
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
25.8
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
25.7
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
25.5
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
25.5
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
25.2
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
25.2
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
25.1
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
25.1
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
24.9
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
24.9
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
24.5
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
24.3
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
24.3
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
23.8
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
23.6
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
23.6
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
23.3
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
23.3
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
23.0
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
22.3
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
21.8
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
21.2
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
21.1
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
20.9
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
20.8
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
20.5
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
20.3
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
19.9
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
19.8
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
19.6
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
19.4
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
19.4
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
19.0
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
18.6
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
18.4
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
18.4
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
18.2
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
18.1
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
18.0
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
17.5
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
17.1
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
17.0
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
16.9
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
16.8
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
16.5
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
16.4
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
16.3
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
15.6
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
15.4
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
14.4
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
13.9
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
13.2
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
12.8
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
11.0
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
11.0
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
10.6
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
9.6
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
9.3
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
9.2
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
9.0
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
8.9
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
8.8
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
8.6
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
7.6
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
7.5
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
7.1
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
6.5
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
6.4
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
5.3
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
5.2
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
3.4
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
2.8
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
2.2
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
1.9
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 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.
TMEM37 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
36.7
Number of samples
231
Samples
Sample
Description
TPM
DO23509
0 years, male, NA, stage:3, dead, 780 days
168.4
DO50839
0 years, female, NA, stage:3, alive, 330 days
138.8
DO23508
0 years, female, NA, stage:2, alive, 390 days
134.0
DO45303
0 years, female, NA, stage:3, alive, 990 days
130.1
DO50809
0 years, male, NA, stage:3, dead, 720 days
110.2
DO48746
0 years, male, NA, stage:3, alive, 570 days
102.9
DO45171
0 years, male, NA, stage:3, alive, 600 days
102.3
DO45119
0 years, male, NA, stage:3, dead, 510 days
92.5
DO50802
0 years, male, NA, stage:2, alive, 930 days
90.8
DO45275
0 years, male, NA, stage:3, dead, 10 days
86.1
DO48747
0 years, male, NA, stage:3, alive, 540 days
76.4
DO45191
0 years, female, NA, stage:2, alive, 1200 days
75.5
DO50814
0 years, male, NA, stage:3, alive, 420 days
73.1
DO50832
0 years, male, NA, stage:3, alive, 90 days
72.0
DO45131
0 years, male, NA, stage:4, dead, 360 days
69.9
DO23511
0 years, female, NA, stage:3, dead, 180 days
69.9
DO23552
0 years, female, NA, stage:1, alive, 810 days
68.6
DO50776
0 years, male, NA, stage:1, alive, 690 days
67.9
DO48681
0 years, male, NA, stage:2, alive, 900 days
67.4
DO45092
0 years, male, NA, stage:4, dead, 1200 days
67.1
DO48672
0 years, male, NA, stage:2, alive, 450 days
65.3
DO45167
0 years, male, NA, stage:2, dead, 1440 days
65.3
DO50774
0 years, female, NA, stage:2, alive, 720 days
65.2
DO48715
0 years, female, NA, stage:2, dead, 690 days
65.1
DO45253
0 years, male, NA, stage:2, alive, 870 days
61.1
DO45263
0 years, male, NA, stage:3, dead, 270 days
60.8
DO45163
0 years, male, NA, stage:2, alive, 960 days
60.6
DO45153
0 years, female, NA, stage:2, alive, 1380 days
60.4
DO50785
0 years, male, NA, stage:4, dead, 90 days
60.4
DO45169
0 years, male, NA, stage:3, alive, 1350 days
58.8
DO50783
0 years, male, NA, stage:3, alive, 480 days
58.8
DO45143
0 years, male, NA, stage:3, alive, 1290 days
57.7
DO45183
0 years, female, NA, stage:2, dead, 570 days
56.8
DO23540
0 years, male, NA, stage:1, alive, 750 days
55.9
DO45094
0 years, male, NA, stage:3, alive, 1650 days
54.7
DO23535
0 years, male, NA, stage:1, alive, 960 days
54.3
DO48716
0 years, male, NA, stage:2, alive, 720 days
53.6
DO45217
0 years, female, NA, stage:3, dead, 270 days
53.4
DO48706
0 years, male, NA, stage:2, alive, 870 days
53.3
DO23539
0 years, male, NA, stage:1, alive, 1110 days
51.8
DO50825
0 years, male, NA, stage:2, alive, 390 days
51.6
DO50811
0 years, male, NA, stage:1, alive, 450 days
50.7
DO23524
0 years, female, NA, stage:2, alive, 1050 days
50.1
DO48736
0 years, female, NA, stage:1, alive, 600 days
49.7
DO48741
0 years, male, NA, stage:3, alive, 240 days
49.3
DO45109
0 years, male, NA, stage:2, alive, 1590 days
49.1
DO227801
0 years, female, NA, stage:1, alive, 660 days
49.1
DO50829
0 years, male, NA, stage:3, alive, 570 days
49.0
DO50807
0 years, male, NA, stage:1, alive, 540 days
48.6
DO45165
0 years, male, NA, stage:2, alive, 690 days
48.5
DO48677
0 years, male, NA, stage:3, alive, 1140 days
48.4
DO45207
0 years, male, NA, stage:1, alive, 1050 days
48.3
DO45133
0 years, male, NA, stage:3, dead, 660 days
48.2
DO48674
0 years, male, NA, stage:2, alive, 1260 days
48.1
DO45179
0 years, female, NA, stage:2, alive, 600 days
47.8
DO23512
0 years, male, NA, stage:1, alive, 1260 days
47.1
DO45129
0 years, male, NA, stage:3, alive, 1470 days
47.1
DO45141
0 years, male, NA, stage:2, alive, 1320 days
46.4
DO50799
0 years, female, NA, stage:2, alive, 540 days
46.3
DO45113
0 years, male, NA, stage:3, alive, 1560 days
45.2
DO45125
0 years, male, NA, stage:3, alive, 1680 days
45.1
DO23510
0 years, female, NA, stage:2, alive, 870 days
44.9
DO48759
0 years, male, NA, stage:3, alive, 720 days
44.3
DO45235
0 years, female, NA, stage:1, alive, 900 days
44.2
DO48704
0 years, female, NA, stage:3, alive, 750 days
43.7
DO45127
0 years, male, NA, stage:3, dead, 420 days
43.5
DO23513
0 years, male, NA, stage:3, alive, 1200 days
43.4
DO45255
0 years, male, NA, stage:3, alive, 720 days
43.1
DO48701
0 years, male, NA, stage:2, alive, 780 days
42.5
DO50822
0 years, male, NA, stage:2, alive, 510 days
42.2
DO45247
0 years, female, NA, stage:2, alive, 210 days
41.3
DO45157
0 years, male, NA, stage:2, alive, 1980 days
41.3
DO45095
0 years, male, NA, stage:2, alive, 1620 days
41.3
DO45161
0 years, male, NA, stage:2, dead, 540 days
41.1
DO48700
0 years, female, NA, stage:2, alive, 810 days
41.0
DO23531
0 years, female, NA, stage:3, alive, 900 days
40.7
DO48743
0 years, female, NA, stage:2, alive, 570 days
40.6
DO45097
0 years, male, NA, stage:3, alive, 1620 days
40.6
DO23536
0 years, male, NA, stage:2, alive, 930 days
40.5
DO50840
0 years, male, NA, stage:2, alive, 330 days
40.4
DO50820
0 years, female, NA, stage:3, alive, 510 days
40.1
DO48717
0 years, male, NA, stage:4, dead, 180 days
39.9
DO45249
0 years, male, NA, stage:1, alive, 630 days
39.1
DO50845
0 years, male, NA, stage:3, alive, 210 days
38.9
DO45305
0 years, male, NA, stage:4, alive, 300 days
38.8
DO23518
0 years, male, NA, stage:2, alive, 1320 days
38.8
DO45173
0 years, male, NA, stage:3, alive, 1170 days
38.5
DO45187
0 years, female, NA, stage:1, alive, 1260 days
38.5
DO48730
0 years, female, NA, stage:2, alive, 630 days
38.4
DO50855
0 years, male, NA, stage:2, alive, 570 days
38.4
DO23515
0 years, male, NA, stage:2, alive, 1230 days
38.0
DO48757
0 years, female, NA, stage:3, alive, 480 days
37.4
DO48697
0 years, female, NA, stage:2, dead, 810 days
37.3
DO23527
0 years, male, NA, stage:1, alive, 1050 days
36.3
DO45135
0 years, male, NA, stage:1, alive, 1410 days
36.2
DO48679
0 years, male, NA, stage:2, alive, 1200 days
36.2
DO45197
0 years, male, NA, stage:2, alive, 1170 days
36.0
DO45107
0 years, female, NA, stage:2, alive, 1710 days
35.9
DO45223
0 years, male, NA, stage:4, alive, 1020 days
35.8
DO45195
0 years, male, NA, stage:1, alive, 390 days
35.8
DO45115
0 years, male, NA, stage:2, alive, 840 days
35.5
DO45233
0 years, male, NA, stage:3, alive, 900 days
35.2
DO23546
0 years, male, NA, stage:2, alive, 1050 days
35.2
DO45123
0 years, female, NA, stage:2, dead, 570 days
35.1
DO48742
0 years, male, NA, stage:2, alive, 600 days
34.8
DO48693
0 years, male, NA, stage:2, alive, 900 days
34.8
DO23529
0 years, male, NA, stage:4, alive, 930 days
34.7
DO45145
0 years, male, NA, stage:3, dead, 60 days
34.5
DO45241
0 years, male, NA, stage:1, alive, 1080 days
34.4
DO45261
0 years, male, NA, stage:3, alive, 990 days
34.2
DO45175
0 years, male, NA, stage:2, alive, 1140 days
34.2
DO45201
0 years, male, NA, stage:1, alive, 900 days
34.2
DO45149
0 years, female, NA, stage:2, alive, 1260 days
33.4
DO50789
0 years, female, NA, stage:2, alive, 570 days
33.3
DO50817
0 years, male, NA, stage:2, alive, 390 days
32.2
DO23519
0 years, male, NA, stage:3, alive, 630 days
32.0
DO50791
0 years, female, NA, stage:1, dead, 480 days
31.9
DO23545
0 years, male, NA, stage:2, dead, 570 days
31.5
DO50813
0 years, male, NA, stage:2, alive, 420 days
31.4
DO48760
0 years, female, NA, stage:2, alive, 690 days
31.2
DO45221
0 years, female, NA, stage:4, dead, 390 days
31.2
DO45297
0 years, female, NA, stage:4, dead, 1260 days
31.0
DO45101
0 years, male, NA, stage:2, alive, 1680 days
30.8
DO48723
0 years, male, NA, stage:1, alive, 600 days
30.6
DO23541
0 years, male, NA, stage:2, alive, 930 days
30.4
DO50818
0 years, male, NA, stage:2, alive, 510 days
30.4
DO48737
0 years, male, NA, stage:1, alive, 720 days
30.4
DO50787
0 years, male, NA, stage:3, alive, 480 days
30.2
DO50805
0 years, male, NA, stage:2, alive, 690 days
30.0
DO23525
0 years, male, NA, stage:4, alive, 1050 days
30.0
DO48721
0 years, female, NA, stage:1, alive, 900 days
29.6
DO45105
0 years, male, NA, stage:1, alive, 1680 days
29.5
DO45285
0 years, male, NA, stage:3, alive, 480 days
29.3
DO50800
0 years, male, NA, stage:2, alive, 510 days
29.1
DO45215
0 years, male, NA, stage:2, alive, 1170 days
29.0
DO50816
0 years, male, NA, stage:2, alive, 390 days
28.9
DO45281
0 years, male, NA, stage:4, alive, 750 days
28.8
DO50850
0 years, male, NA, stage:3, alive, 720 days
28.8
DO45181
0 years, female, NA, stage:2, alive, 1200 days
28.6
DO45245
0 years, female, NA, stage:2, dead, 240 days
28.6
DO50806
0 years, male, NA, stage:4, alive, 540 days
28.6
DO45265
0 years, male, NA, stage:3, alive, 1020 days
28.1
DO45227
0 years, female, NA, stage:2, alive, 1020 days
27.1
DO48695
0 years, male, NA, stage:2, alive, 720 days
27.0
DO45139
0 years, male, NA, stage:3, alive, 1320 days
26.8
DO45103
0 years, male, NA, stage:3, alive, 450 days
26.7
DO45225
0 years, male, NA, stage:1, alive, 1050 days
26.6
DO50859
0 years, male, NA, stage:2, alive, 180 days
26.6
DO23521
0 years, male, NA, stage:3, alive, 1110 days
26.5
DO45093
0 years, male, NA, stage:2, dead, 720 days
26.4
DO45177
0 years, female, NA, stage:3, alive, 1260 days
26.0
DO227643
0 years, male, NA, stage:2, alive, 1260 days
25.9
DO45185
0 years, male, NA, stage:2, alive, 600 days
25.9
DO45203
0 years, female, NA, stage:2, alive, 1170 days
25.7
DO45283
0 years, male, NA, stage:3, alive, 510 days
25.6
DO50815
0 years, male, NA, stage:3, alive, 150 days
25.3
DO50803
0 years, female, NA, stage:1, alive, 540 days
24.5
DO23532
0 years, female, NA, stage:1, alive, 960 days
24.1
DO45137
0 years, male, NA, stage:1, alive, 1320 days
24.1
DO45273
0 years, male, NA, stage:2, alive, 480 days
23.9
DO23551
0 years, male, NA, stage:3, dead, 150 days
23.9
DO23538
0 years, male, NA, stage:2, alive, 450 days
23.7
DO45231
0 years, male, NA, stage:2, alive, 930 days
23.5
DO45267
0 years, male, NA, stage:3, dead, 570 days
23.4
DO23533
0 years, male, NA, stage:2, alive, 900 days
23.3
DO23544
0 years, male, NA, stage:2, alive, 960 days
23.3
DO50793
0 years, male, NA, stage:4, alive, 540 days
23.3
DO45189
0 years, female, NA, stage:2, alive, 1200 days
23.2
DO23547
0 years, male, NA, stage:1, alive, 1020 days
23.0
DO48761
0 years, male, NA, stage:2, alive, 870 days
22.9
DO45229
0 years, male, NA, stage:1, alive, 990 days
22.6
DO23542
0 years, male, NA, stage:3, alive, 960 days
21.5
DO23514
0 years, male, NA, stage:2, alive, 1290 days
21.4
DO45239
0 years, male, NA, stage:2, alive, 870 days
21.1
DO48725
0 years, male, NA, stage:1, alive, 780 days
21.0
DO23516
0 years, male, NA, stage:3, dead, 20 days
20.7
DO50808
0 years, male, NA, stage:2, alive, 570 days
19.9
DO45219
0 years, male, NA, stage:2, alive, 1080 days
19.8
DO45257
0 years, male, NA, stage:3, alive, 810 days
19.7
DO23543
0 years, male, NA, stage:2, alive, 1020 days
19.4
DO23548
0 years, female, NA, stage:1, alive, 840 days
19.2
DO45209
0 years, male, NA, stage:4, alive, 1350 days
19.1
DO23523
0 years, male, NA, stage:3, alive, 1080 days
19.0
DO45259
0 years, male, NA, stage:3, alive, 330 days
18.7
DO45287
0 years, male, NA, stage:1, alive, 390 days
18.3
DO23534
0 years, male, NA, stage:2, alive, 840 days
17.9
DO45289
0 years, female, NA, stage:3, alive, 360 days
17.9
DO23517
0 years, male, NA, stage:2, alive, 1200 days
17.7
DO50819
0 years, female, NA, stage:2, alive, 510 days
17.7
DO45091
0 years, male, NA, stage:2, dead, 1320 days
17.5
DO48733
0 years, male, NA, stage:2, alive, 600 days
17.5
DO45213
0 years, male, NA, stage:1, alive, 1200 days
17.2
DO48719
0 years, male, NA, stage:2, alive, 690 days
17.0
DO48732
0 years, male, NA, stage:3, alive, 630 days
17.0
DO45121
0 years, male, NA, stage:3, alive, 1530 days
16.9
DO50798
0 years, male, NA, stage:3, dead, 30 days
16.8
DO48712
0 years, male, NA, stage:2, alive, 810 days
16.7
DO23537
0 years, male, NA, stage:2, dead, 900 days
16.6
DO45111
0 years, male, NA, stage:2, alive, 1590 days
16.5
DO45299
0 years, female, NA, stage:1, alive, 1440 days
16.2
DO45099
0 years, male, NA, stage:3, alive, 1590 days
15.9
DO48682
0 years, female, NA, stage:3, dead, 120 days
15.1
DO45155
0 years, male, NA, stage:2, alive, 2160 days
15.0
DO23550
0 years, male, NA, stage:1, alive, 990 days
14.5
DO48720
0 years, female, NA, stage:2, alive, 570 days
14.5
DO50804
0 years, male, NA, stage:2, alive, 720 days
14.0
DO45269
0 years, male, NA, stage:3, alive, 750 days
13.6
DO48751
0 years, male, NA, stage:2, dead, 480 days
13.5
DO23549
0 years, male, NA, stage:3, alive, 990 days
12.5
DO48728
0 years, female, NA, stage:2, alive, 150 days
12.4
DO23530
0 years, male, NA, stage:4, dead, 180 days
12.3
DO45277
0 years, male, NA, stage:3, alive, 600 days
12.0
DO23526
0 years, male, NA, stage:3, alive, 1050 days
11.9
DO45301
0 years, male, NA, stage:2, dead, 1440 days
11.7
DO50778
0 years, male, NA, stage:4, alive, 630 days
11.6
DO45193
0 years, female, NA, stage:4, dead, 120 days
10.9
DO45096
0 years, male, NA, stage:2, dead, 1290 days
9.6
DO45251
0 years, female, NA, stage:2, alive, 900 days
9.5
DO50857
0 years, male, NA, stage:2, alive, 210 days
8.6
DO45243
0 years, female, NA, stage:3, alive, 930 days
8.6
DO50844
0 years, male, NA, stage:4, alive, 300 days
8.4
DO45279
0 years, male, NA, stage:3, alive, 1290 days
7.9
DO45307
0 years, female, NA, stage:4, dead, 240 days
7.2
DO45205
0 years, female, NA, stage:2, dead, 90 days
6.9
DO23528
0 years, female, NA, stage:2, alive, 1020 days
6.8
DO45117
0 years, female, NA, stage:2, dead, 1110 days
5.8
DO45159
0 years, male, NA, stage:3, alive, 1470 days
5.6
DO45211
0 years, male, NA, stage:3, alive, 240 days
4.6
DO45199
0 years, female, NA, stage:2, alive, 1350 days
3.3
DO48727
0 years, female, NA, stage:2, dead, 390 days
2.5
DO45237
0 years, male, NA, stage:2, alive, 900 days
1.4
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
138
Normal
1.5
137
Tumor
1.5
661
Tumor
1.5
967
Tumor
1.5
943
Tumor
1.3
146
Normal
1.1
141
Tumor
1.1
145
Tumor
1.0
331
Tumor
1.0
573
Tumor
1.0
368
Normal
1.0
671
Tumor
1.0
131
Tumor
1.0
135
Tumor
1.0
227
Tumor
0.9
662
Normal
0.9
467
Tumor
0.9
257
Tumor
0.9
385
Tumor
0.8
132
Normal
0.8
413
Tumor
0.8
537
Tumor
0.8
664
Normal
0.7
365
Tumor
0.7
672
Normal
0.7
648
Normal
0.7
663
Tumor
0.7
224
Normal
0.7
286
Normal
0.6
567
Tumor
0.6
391
Tumor
0.6
666
Normal
0.6
267
Tumor
0.6
375
Tumor
0.6
283
Tumor
0.6
313
Tumor
0.6
366
Normal
0.6
142
Normal
0.6
261
Tumor
0.6
223
Tumor
0.5
545
Tumor
0.5
195
Tumor
0.5
665
Tumor
0.5
426
Normal
0.5
228
Normal
0.5
384
Normal
0.5
563
Tumor
0.5
553
Tumor
0.5
574
Normal
0.4
211
Tumor
0.4
937
Tumor
0.4
414
Normal
0.4
422
Normal
0.4
231
Tumor
0.4
284
Normal
0.4
877
Tumor
0.3
883
Tumor
0.3
383
Tumor
0.3
617
Tumor
0.3
258
Normal
0.3
968
Normal
0.3
387
Tumor
0.3
641
Tumor
0.3
285
Tumor
0.3
451
Tumor
0.3
571
Tumor
0.3
213
Tumor
0.3
911
Tumor
0.3
743
Tumor
0.3
456
Normal
0.3
568
Normal
0.3
268
Normal
0.3
953
Tumor
0.3
136
Normal
0.3
727
Tumor
0.2
278
Normal
0.2
557
Tumor
0.2
564
Normal
0.2
396
Normal
0.2
424
Normal
0.2
647
Tumor
0.2
298
Normal
0.2
427
Tumor
0.2
636
Normal
0.2
212
Normal
0.2
262
Normal
0.2
572
Normal
0.2
615
Tumor
0.2
533
Tumor
0.2
642
Normal
0.1
312
Normal
0.1
464
Normal
0.1
217
Tumor
0.1
393
Tumor
0.1
964
Normal
0.1
474
Normal
0.1
628
Normal
0.1
376
Normal
0.1
466
Normal
0.1
386
Normal
0.1
388
Normal
0.1
232
Normal
0.1
395
Tumor
0.1
616
Normal
0.1
332
Normal
0.1
452
Normal
0.0
627
Tumor
0.0
421
Tumor
0.0
428
Normal
0.0
314
Normal
0.0
965
Tumor
0.0
367
Tumor
0.0
392
Normal
0.0
558
Normal
0.0
361
Tumor
0.0
221
Tumor
0.0
191
Tumor
0.0
534
Normal
0.0
618
Normal
0.0
728
Normal
0.0
214
Normal
0.0
192
Normal
-0.1
362
Normal
-0.1
394
Normal
-0.1
744
Normal
-0.1
881
Tumor
-0.1
963
Tumor
-0.1
913
Tumor
-0.1
546
Normal
-0.1
528
Normal
-0.1
423
Tumor
-0.1
277
Tumor
-0.2
468
Normal
-0.2
952
Normal
-0.2
955
Tumor
-0.2
878
Normal
-0.2
914
Normal
-0.2
956
Normal
-0.2
737
Tumor
-0.2
272
Normal
-0.2
724
Normal
-0.2
425
Tumor
-0.3
742
Normal
-0.3
463
Tumor
-0.3
723
Tumor
-0.3
218
Normal
-0.3
954
Normal
-0.3
222
Normal
-0.4
944
Normal
-0.4
976
Normal
-0.4
958
Normal
-0.4
462
Normal
-0.4
297
Tumor
-0.4
554
Normal
-0.4
311
Tumor
-0.4
465
Tumor
-0.4
882
Normal
-0.4
966
Normal
-0.5
271
Tumor
-0.5
455
Tumor
-0.5
957
Tumor
-0.5
938
Normal
-0.5
635
Tumor
-0.5
741
Tumor
-0.5
196
Normal
-0.5
738
Normal
-0.6
472
Normal
-0.7
461
Tumor
-0.7
975
Tumor
-0.7
482
Normal
-0.8
538
Normal
-0.8
477
Tumor
-0.8
884
Normal
-0.9
951
Tumor
-0.9
912
Normal
-1.2
481
Tumor
-1.2
471
Tumor
-1.4
473
Tumor
-1.5
478
Normal
-1.7
527
Tumor
-2.0
351
Tumor
N/A
352
Normal
N/A
111
Normal
N/A
353
Tumor
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
357
Tumor
N/A
358
Normal
N/A
915
Tumor
N/A
916
Normal
N/A
917
Tumor
N/A
918
Normal
N/A
483
Tumor
N/A
363
Tumor
N/A
484
Normal
N/A
364
Normal
N/A
123
Tumor
N/A
124
Normal
N/A
487
Tumor
N/A
125
Tumor
N/A
488
Normal
N/A
126
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
494
Normal
N/A
497
Tumor
N/A
498
Normal
N/A
813
Tumor
N/A
814
Normal
N/A
815
Tumor
N/A
816
Normal
N/A
817
Tumor
N/A
818
Normal
N/A
147
Tumor
N/A
148
Normal
N/A
823
Tumor
N/A
824
Normal
N/A
1022
Normal
N/A
1021
Tumor
N/A
1016
Normal
N/A
1015
Tumor
N/A
1014
Normal
N/A
1013
Tumor
N/A
713
Tumor
N/A
714
Normal
N/A
715
Tumor
N/A
716
Normal
N/A
1032
Normal
N/A
1031
Tumor
N/A
161
Tumor
N/A
162
Normal
N/A
1028
Normal
N/A
1027
Tumor
N/A
1026
Normal
N/A
1025
Tumor
N/A
721
Tumor
N/A
722
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
851
Tumor
N/A
852
Normal
N/A
977
Tumor
N/A
857
Tumor
N/A
978
Normal
N/A
858
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
862
Normal
N/A
983
Tumor
N/A
863
Tumor
N/A
984
Normal
N/A
1046
Normal
N/A
864
Normal
N/A
1045
Tumor
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
873
Tumor
N/A
874
Normal
N/A
513
Tumor
N/A
755
Tumor
N/A
514
Normal
N/A
756
Normal
N/A
515
Tumor
N/A
516
Normal
N/A
517
Tumor
N/A
518
Normal
N/A
523
Tumor
N/A
524
Normal
N/A
525
Tumor
N/A
526
Normal
N/A
411
Tumor
N/A
412
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
785
Tumor
N/A
786
Normal
N/A
431
Tumor
N/A
432
Normal
N/A
433
Tumor
N/A
434
Normal
N/A
435
Tumor
N/A
436
Normal
N/A
443
Tumor
N/A
685
Tumor
N/A
444
Normal
N/A
686
Normal
N/A
445
Tumor
N/A
446
Normal
N/A
447
Tumor
N/A
327
Tumor
N/A
448
Normal
N/A
328
Normal
N/A
695
Tumor
N/A
696
Normal
N/A
697
Tumor
N/A
698
Normal
N/A
341
Tumor
N/A
342
Normal
N/A
343
Tumor
N/A
344
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
