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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.
TRIM14 is not prognostic in Kidney Chromophobe (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
2.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
9.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
8.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
6.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
5.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
5.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
4.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
4.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
3.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 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.
TRIM14 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell 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
16.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
67.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
51.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
45.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
43.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
43.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
41.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
41.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
40.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
40.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
40.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
40.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
38.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
37.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
36.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
36.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
36.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
36.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
35.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
35.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
34.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
34.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
34.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
34.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
34.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
33.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
33.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
33.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
32.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
32.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
32.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
32.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
31.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
31.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
31.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
31.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
30.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
30.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
30.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
30.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
29.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
29.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
29.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
29.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
29.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
29.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
29.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
29.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
29.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
28.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
28.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
28.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
28.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
28.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
27.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
27.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
27.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
27.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
26.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
26.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
26.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
26.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
26.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
26.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
26.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
25.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
25.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
25.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
24.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
24.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
24.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
24.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
24.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
24.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
24.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
24.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
24.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
24.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
24.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
24.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
23.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
23.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
23.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
23.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
22.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
22.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
22.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
22.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
22.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
22.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
22.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
22.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
22.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
22.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
22.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
22.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
22.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
21.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
21.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
21.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
21.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
21.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
21.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
20.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
20.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
20.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
20.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
20.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
20.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
20.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
20.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
20.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
20.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
20.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
20.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
20.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
20.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
19.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
19.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
19.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
19.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
19.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
19.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
18.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
18.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
18.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
18.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
18.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
18.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
18.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
17.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
17.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
17.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
17.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
17.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
17.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
17.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
17.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
17.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
16.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
16.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
16.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
16.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
16.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
15.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
15.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
15.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
15.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
15.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
15.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
15.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
15.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
15.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
15.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
14.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
14.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
14.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
14.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
13.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
13.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
13.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
12.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
12.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
12.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
12.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
12.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
11.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
11.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
11.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
11.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
11.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
11.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
11.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
11.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
11.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
11.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
10.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
10.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
10.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
10.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
10.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
10.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
10.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
10.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
9.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
9.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
9.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
9.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
9.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
9.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
9.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
8.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
8.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
8.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
8.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
8.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
7.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
7.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
7.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
6.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
6.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
6.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
6.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
5.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
5.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
5.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
5.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
4.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
4.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
3.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
3.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
TRIM14 is not prognostic in Kidney Renal Clear Cell 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
23.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
65.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
57.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
55.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
45.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
44.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
40.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
38.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
36.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
36.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
35.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
35.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
35.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
35.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
34.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
33.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
32.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
32.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
32.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
32.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
32.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
32.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
30.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
29.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
29.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
28.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
28.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
28.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
27.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
27.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
27.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
27.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
27.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
26.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
26.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
26.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
25.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
25.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
24.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
24.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
23.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
23.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
23.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
22.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
22.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
22.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
21.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
20.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
20.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
20.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
20.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
20.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
19.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
19.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
19.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
18.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
17.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
15.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
13.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
12.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
9.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
7.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
6.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
4.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
TRIM14 is not prognostic in Kidney Renal Papillary Cell 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
12.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
39.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
38.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
36.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
35.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
33.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
31.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
30.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
30.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
30.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
29.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
28.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
26.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
26.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
26.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
25.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
25.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
24.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
23.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
22.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
22.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
22.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
22.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
21.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
21.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
21.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
21.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
20.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
20.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
20.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
19.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
19.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
19.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
19.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
19.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
19.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
19.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
18.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
18.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
18.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
18.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
18.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
17.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
17.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
17.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
16.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
16.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
16.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
16.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
16.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
15.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
15.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
15.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
15.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
15.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
14.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
14.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
14.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
14.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
13.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
13.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
13.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
13.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
13.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
13.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
12.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
11.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
11.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
11.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
11.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
11.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
10.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
10.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
10.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
10.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
10.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
10.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
10.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
9.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
9.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
9.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
9.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
8.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
8.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
8.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
8.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
8.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
7.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
7.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
6.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
6.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
6.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
6.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
6.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
6.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
6.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
6.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
6.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
5.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
5.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
5.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
4.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
4.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
3.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
3.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
3.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
3.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0007320003
Tumor
1.1
CPT0088550004
Tumor
1.0
CPT0076350001
Normal
0.8
CPT0078840001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0078800003
Tumor
0.6
CPT0086360003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0075570001
Normal
0.4
CPT0064370003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0088570001
Normal
0.4
CPT0089480003
Normal
0.4
CPT0078510003
Tumor
0.4
CPT0092740003
Normal
0.4
CPT0026420001
Normal
0.4
CPT0023690003
Tumor
0.4
CPT0012770003
Normal
0.3
CPT0001350001
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0081620001
Normal
0.3
CPT0009080003
Normal
0.3
CPT0088480003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0087050003
Normal
0.3
CPT0000790001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0018250001
Normal
0.3
CPT0015730003
Tumor
0.3
CPT0088920001
Normal
0.3
CPT0092160003
Tumor
0.3
CPT0078530001
Normal
0.2
CPT0079270003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0075560003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0078930003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0092800003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0001540009
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0024670003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0014470001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0077500001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0012920003
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0026410003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0079000001
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0025110003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0077320001
Normal
-0.3
CPT0081600003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0001510001
Normal
-0.3
CPT0006440003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0089020003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0010120001
Normal
-0.3
CPT0009000003
Tumor
-0.3
CPT0002370001
Normal
-0.3
CPT0011240003
Tumor
-0.3
CPT0001340003
Tumor
-0.3
CPT0063330001
Normal
-0.3
CPT0069000003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0086830003
Normal
-0.3
CPT0006900003
Tumor
-0.3
CPT0075720003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0025050003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0078660003
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0077490003
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0088630003
Tumor
-0.6
CPT0088900003
Tumor
-0.6
CPT0000780007
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0079180003
Tumor
-0.6
CPT0010160003
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0079510001
Normal
-0.7
CPT0088760003
Tumor
-0.7
CPT0025230003
Tumor
-0.8
CPT0012640003
Normal
-0.8
CPT0088970003
Tumor
-0.8
CPT0012080003
Tumor
-0.9
CPT0001230001
Normal
-0.9
CPT0079300001
Normal
-0.9
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RENAL 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
