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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.
H1-2 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
52.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
356.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
203.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
161.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
148.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
134.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
121.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
119.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
97.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
95.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
95.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
89.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
89.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
82.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
81.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
78.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
72.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
71.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
67.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
59.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
57.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
56.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
55.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
55.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
53.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
52.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
52.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
51.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
50.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
49.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
45.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
42.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
41.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
36.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
31.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
27.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
26.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
25.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
25.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
25.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
24.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
22.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
21.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
19.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
19.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
18.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
12.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
11.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
8.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 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.
H1-2 is not prognostic 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
140.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1531.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1089.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1033.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
879.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
792.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
750.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
645.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
578.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
566.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
558.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
556.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
555.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
546.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
534.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
511.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
501.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
500.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
496.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
478.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
471.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
447.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
437.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
429.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
419.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
401.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
401.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
398.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
398.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
398.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
393.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
391.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
388.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
385.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
383.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
373.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
371.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
366.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
365.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
358.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
357.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
355.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
354.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
347.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
339.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
339.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
335.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
333.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
330.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
322.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
312.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
310.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
308.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
308.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
307.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
303.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
302.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
299.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
289.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
287.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
285.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
284.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
283.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
277.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
277.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
277.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
265.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
257.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
257.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
249.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
247.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
247.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
246.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
245.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
242.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
242.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
240.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
239.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
238.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
236.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
235.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
234.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
234.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
234.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
233.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
232.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
229.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
223.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
222.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
222.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
218.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
217.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
216.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
215.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
213.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
211.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
209.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
209.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
207.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
207.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
207.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
207.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
204.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
204.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
204.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
203.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
199.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
198.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
198.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
198.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
193.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
192.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
188.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
187.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
187.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
186.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
186.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
186.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
183.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
180.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
178.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
178.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
177.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
176.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
176.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
176.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
176.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
175.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
174.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
174.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
174.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
173.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
172.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
171.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
170.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
168.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
164.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
164.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
164.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
163.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
163.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
160.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
160.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
159.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
158.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
158.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
157.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
157.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
154.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
154.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
154.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
153.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
153.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
153.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
152.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
150.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
147.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
146.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
146.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
145.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
145.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
145.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
144.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
144.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
143.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
140.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
139.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
138.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
138.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
137.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
137.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
137.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
137.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
136.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
135.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
131.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
131.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
130.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
130.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
129.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
129.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
129.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
128.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
128.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
128.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
127.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
127.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
125.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
125.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
123.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
122.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
122.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
122.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
122.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
121.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
120.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
120.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
120.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
119.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
119.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
119.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
118.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
118.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
117.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
117.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
117.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
116.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
116.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
116.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
115.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
115.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
115.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
115.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
114.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
114.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
114.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
114.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
114.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
113.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
112.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
112.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
110.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
110.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
110.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
110.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
109.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
109.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
109.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
108.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
108.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
106.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
105.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
105.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
104.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
104.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
103.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
103.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
102.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
102.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
102.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
102.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
101.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
101.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
101.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
100.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
100.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
100.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
99.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
99.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
98.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
98.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
98.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
97.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
97.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
97.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
96.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
96.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
96.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
95.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
95.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
95.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
94.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
94.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
93.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
93.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
93.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
93.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
93.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
92.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
92.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
91.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
90.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
90.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
90.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
88.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
88.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
88.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
87.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
87.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
87.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
87.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
87.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
86.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
86.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
85.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
85.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
85.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
84.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
84.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
84.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
84.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
84.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
84.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
84.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
83.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
82.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
82.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
81.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
81.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
81.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
80.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
80.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
80.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
80.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
79.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
79.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
79.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
79.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
79.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
79.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
78.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
78.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
77.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
77.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
77.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
77.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
76.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
76.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
74.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
74.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
74.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
72.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
72.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
72.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
72.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
71.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
71.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
71.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
71.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
71.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
69.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
69.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
69.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
68.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
68.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
68.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
68.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
68.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
68.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
67.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
67.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
67.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
66.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
66.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
66.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
66.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
66.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
65.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
65.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
64.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
64.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
64.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
63.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
63.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
63.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
63.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
62.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
62.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
62.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
61.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
61.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
61.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
60.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
60.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
60.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
59.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
59.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
58.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
58.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
58.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
58.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
58.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
58.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
58.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
58.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
58.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
57.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
57.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
57.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
56.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
56.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
55.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
55.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
55.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
55.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
55.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
54.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
53.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
53.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
52.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
51.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
51.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
51.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
50.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
50.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
50.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
49.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
49.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
49.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
49.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
49.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
49.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
49.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
49.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
49.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
49.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
48.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
48.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
48.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
47.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
47.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
46.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
45.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
45.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
45.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
44.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
44.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
44.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
44.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
43.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
43.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
43.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
43.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
43.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
43.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
43.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
42.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
42.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
42.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
41.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
41.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
41.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
40.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
38.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
38.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
37.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
37.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
36.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
36.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
36.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
36.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
36.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
36.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
35.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
34.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
34.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
34.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
33.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
33.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
33.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
33.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
32.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
32.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
31.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
31.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
31.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
31.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
31.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
30.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
30.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
30.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
29.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
29.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
29.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
29.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
28.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
28.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
27.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
27.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
26.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
26.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
26.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
26.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
26.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
25.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
25.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
25.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
25.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
25.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
24.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
24.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
24.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
24.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
23.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
23.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
23.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
22.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
20.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
20.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
20.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
19.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
18.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
17.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
17.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
17.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
16.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
9.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
9.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 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.
H1-2 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
115.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
677.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
492.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
415.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
399.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
380.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
330.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
323.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
304.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
300.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
290.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
280.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
274.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
244.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
244.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
240.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
221.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
216.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
214.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
204.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
189.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
173.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
149.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
144.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
138.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
134.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
134.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
131.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
124.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
122.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
122.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
122.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
114.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
112.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
110.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
109.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
104.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
101.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
99.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
97.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
97.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
95.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
94.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
93.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
89.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
86.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
78.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
76.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
74.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
72.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
72.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
71.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
71.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
71.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
70.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
68.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
67.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
67.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
62.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
61.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
60.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
59.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
58.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
57.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
57.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
56.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
53.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
52.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
51.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
50.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
49.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
49.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
48.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
47.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
41.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
40.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
38.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
37.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
36.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
35.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
35.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
32.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
23.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
23.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
19.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
17.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
17.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
5.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
H1-2 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
59.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
880.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
604.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
508.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
434.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
341.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
290.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
276.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
261.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
260.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
212.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
211.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
209.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
209.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
206.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
176.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
173.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
171.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
168.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
168.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
165.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
147.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
139.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
136.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
133.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
132.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
131.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
129.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
123.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
116.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
114.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
105.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
102.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
101.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
98.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
97.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
95.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
94.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
93.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
92.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
84.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
83.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
82.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
82.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
81.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
79.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
78.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
78.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
77.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
77.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
73.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
73.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
72.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
71.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
70.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
70.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
69.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
68.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
67.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
67.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
67.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
66.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
66.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
66.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
66.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
66.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
65.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
64.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
64.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
63.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
62.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
60.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
60.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
60.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
60.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
59.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
58.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
58.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
58.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
57.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
57.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
57.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
57.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
57.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
56.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
55.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
55.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
55.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
55.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
55.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
52.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
52.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
52.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
50.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
50.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
49.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
49.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
49.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
49.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
49.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
49.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
49.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
47.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
46.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
45.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
45.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
44.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
43.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
43.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
42.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
42.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
42.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
41.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
41.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
41.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
41.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
40.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
40.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
40.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
40.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
39.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
39.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
39.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
38.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
38.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
38.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
38.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
38.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
38.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
37.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
37.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
37.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
37.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
37.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
37.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
36.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
36.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
36.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
36.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
36.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
35.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
35.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
35.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
35.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
35.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
35.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
34.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
34.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
34.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
34.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
34.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
34.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
34.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
33.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
33.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
33.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
32.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
32.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
32.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
32.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
31.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
31.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
31.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
31.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
31.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
31.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
30.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
30.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
29.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
28.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
28.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
28.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
28.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
28.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
27.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
27.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
27.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
27.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
27.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
27.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
27.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
27.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
26.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
26.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
26.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
26.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
26.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
26.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
26.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
26.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
25.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
25.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
24.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
24.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
24.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
24.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
23.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
23.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
22.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
22.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
22.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
22.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
21.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
21.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
21.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
20.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
20.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
20.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
20.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
19.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
19.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
19.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
19.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
19.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
18.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
18.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
18.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
18.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
17.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
17.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
17.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
17.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
17.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
16.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
16.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
16.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
16.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
15.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
15.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
14.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
14.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
13.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
13.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
13.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
12.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
11.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
8.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
7.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
7.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
7.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
7.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
6.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
6.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
5.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
5.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
4.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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
