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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.
RBP5 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
4.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
58.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
12.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
12.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
6.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
5.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
2.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
2.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
1.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
RBP5 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
157.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
775.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
685.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
682.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
653.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
562.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
530.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
484.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
478.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
477.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
465.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
463.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
438.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
435.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
431.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
422.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
416.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
402.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
401.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
398.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
392.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
384.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
380.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
378.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
377.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
374.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
361.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
353.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
350.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
341.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
341.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
339.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
323.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
323.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
321.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
316.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
315.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
312.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
309.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
306.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
306.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
303.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
303.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
301.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
300.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
294.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
293.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
291.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
289.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
287.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
286.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
284.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
281.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
279.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
279.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
278.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
276.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
274.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
271.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
271.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
270.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
269.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
269.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
267.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
267.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
267.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
264.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
263.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
261.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
259.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
258.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
257.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
256.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
256.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
255.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
253.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
253.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
253.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
253.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
253.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
253.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
253.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
250.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
248.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
245.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
245.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
243.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
243.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
242.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
242.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
238.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
237.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
235.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
232.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
232.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
231.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
230.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
230.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
230.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
230.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
229.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
227.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
226.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
226.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
226.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
226.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
225.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
225.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
225.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
224.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
224.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
223.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
223.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
223.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
222.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
220.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
219.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
218.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
217.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
217.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
217.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
214.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
214.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
214.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
213.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
213.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
213.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
211.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
210.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
209.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
209.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
207.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
206.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
205.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
205.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
205.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
204.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
204.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
203.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
203.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
202.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
202.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
202.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
201.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
201.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
201.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
201.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
200.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
200.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
200.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
199.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
199.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
199.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
199.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
198.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
197.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
197.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
196.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
196.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
196.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
196.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
196.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
196.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
195.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
195.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
193.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
192.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
192.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
192.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
192.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
191.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
191.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
190.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
190.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
189.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
189.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
188.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
188.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
186.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
186.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
185.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
184.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
184.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
184.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
183.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
183.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
182.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
181.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
180.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
180.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
180.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
177.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
175.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
175.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
174.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
174.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
173.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
173.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
173.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
173.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
172.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
172.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
172.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
172.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
172.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
172.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
171.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
171.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
171.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
170.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
170.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
169.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
168.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
168.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
167.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
167.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
167.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
167.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
165.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
165.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
164.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
163.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
163.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
163.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
161.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
160.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
158.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
158.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
158.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
158.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
157.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
157.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
157.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
156.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
156.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
156.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
156.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
155.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
155.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
154.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
153.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
152.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
152.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
152.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
151.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
150.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
150.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
150.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
149.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
149.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
149.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
148.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
148.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
147.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
147.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
147.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
146.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
146.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
146.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
146.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
146.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
146.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
144.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
143.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
142.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
142.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
141.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
141.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
141.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
141.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
141.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
140.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
139.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
139.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
139.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
138.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
138.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
137.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
137.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
137.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
137.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
137.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
136.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
136.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
136.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
136.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
134.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
134.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
133.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
133.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
132.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
131.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
131.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
130.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
130.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
130.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
129.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
129.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
128.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
128.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
128.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
128.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
127.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
126.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
126.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
125.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
125.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
124.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
124.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
122.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
122.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
122.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
122.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
120.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
120.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
119.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
119.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
118.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
118.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
118.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
117.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
117.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
117.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
115.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
115.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
114.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
114.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
114.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
114.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
114.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
114.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
113.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
113.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
113.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
113.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
112.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
112.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
111.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
111.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
109.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
108.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
108.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
108.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
107.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
107.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
107.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
106.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
105.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
105.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
105.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
104.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
104.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
104.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
103.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
101.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
101.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
101.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
101.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
100.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
99.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
99.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
98.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
98.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
97.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
97.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
97.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
95.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
94.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
94.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
94.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
93.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
93.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
92.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
91.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
90.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
90.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
89.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
87.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
87.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
86.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
86.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
86.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
86.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
86.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
85.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
84.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
83.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
82.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
82.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
81.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
81.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
80.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
80.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
79.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
79.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
79.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
79.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
77.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
77.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
76.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
76.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
76.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
75.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
75.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
75.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
75.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
75.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
74.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
74.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
73.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
73.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
73.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
73.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
73.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
72.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
72.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
71.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
71.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
71.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
71.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
71.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
70.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
68.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
67.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
67.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
67.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
64.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
64.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
63.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
62.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
62.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
61.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
60.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
60.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
60.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
58.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
58.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
56.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
56.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
56.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
56.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
55.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
54.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
53.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
51.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
51.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
50.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
49.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
48.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
47.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
46.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
46.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
45.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
45.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
44.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
44.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
42.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
42.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
41.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
41.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
40.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
39.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
38.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
35.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
32.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
32.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
31.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
30.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
30.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
28.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
28.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
24.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
23.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
23.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
21.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
18.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
14.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
14.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
10.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
9.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
5.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
5.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
4.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
2.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
RBP5 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
137.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
379.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
363.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
357.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
319.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
315.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
309.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
280.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
259.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
251.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
245.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
232.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
229.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
224.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
210.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
207.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
205.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
203.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
202.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
197.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
192.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
188.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
187.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
184.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
184.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
184.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
175.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
173.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
173.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
173.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
172.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
171.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
170.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
168.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
165.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
164.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
163.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
161.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
160.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
160.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
157.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
154.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
148.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
146.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
145.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
144.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
142.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
142.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
141.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
138.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
137.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
136.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
135.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
133.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
125.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
125.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
122.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
120.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
119.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
117.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
117.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
114.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
109.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
107.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
106.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
100.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
97.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
93.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
93.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
91.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
90.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
89.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
81.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
81.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
78.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
78.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
77.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
76.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
72.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
70.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
66.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
63.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
62.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
59.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
59.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
58.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
54.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
53.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
50.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
45.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
43.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
34.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
21.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
20.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
8.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
6.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
6.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
6.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
RBP5 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
91.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
678.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
624.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
571.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
539.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
531.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
503.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
484.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
405.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
380.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
374.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
372.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
369.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
360.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
359.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
359.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
342.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
336.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
332.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
325.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
324.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
309.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
307.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
307.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
305.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
298.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
281.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
276.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
268.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
263.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
261.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
260.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
258.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
254.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
247.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
245.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
233.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
232.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
232.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
231.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
213.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
196.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
194.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
194.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
190.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
184.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
182.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
177.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
174.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
173.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
172.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
172.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
170.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
159.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
158.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
155.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
151.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
151.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
149.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
148.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
147.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
144.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
143.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
141.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
138.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
132.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
131.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
131.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
128.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
126.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
124.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
124.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
124.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
123.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
122.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
120.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
119.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
116.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
115.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
115.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
113.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
113.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
111.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
111.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
110.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
101.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
101.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
100.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
99.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
99.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
98.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
95.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
94.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
93.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
92.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
89.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
87.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
84.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
84.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
82.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
82.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
82.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
81.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
81.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
81.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
80.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
79.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
77.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
76.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
74.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
73.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
72.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
65.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
64.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
63.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
63.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
62.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
62.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
62.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
61.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
59.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
58.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
57.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
57.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
55.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
55.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
55.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
52.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
51.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
50.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
49.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
46.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
46.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
45.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
45.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
44.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
43.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
41.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
40.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
40.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
40.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
39.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
39.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
39.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
38.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
38.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
37.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
36.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
35.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
32.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
32.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
31.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
30.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
29.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
28.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
25.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
25.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
24.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
24.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
23.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
22.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
21.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
21.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
20.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
20.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
19.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
19.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
19.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
18.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
18.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
18.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
18.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
17.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
15.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
15.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
15.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
15.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
15.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
14.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
13.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
11.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
10.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
10.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
9.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
9.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
8.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
8.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
7.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
7.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
7.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
7.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
7.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
6.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
6.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
5.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
5.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
5.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
5.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
5.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
5.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
5.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
5.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
5.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
4.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
4.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
4.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
4.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
4.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
4.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
4.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
4.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
4.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
3.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
3.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
3.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
3.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
3.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
3.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
2.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
2.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
2.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
2.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
2.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
2.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0066430001
Normal
1.0
CPT0000790001
Normal
0.9
CPT0077140001
Normal
0.8
CPT0092740003
Normal
0.8
CPT0086970003
Normal
0.8
CPT0078530001
Normal
0.8
CPT0088920001
Normal
0.7
CPT0092800003
Normal
0.7
CPT0087050003
Normal
0.7
CPT0010170001
Normal
0.7
CPT0065450001
Normal
0.7
CPT0013790003
Normal
0.7
CPT0014350001
Normal
0.7
CPT0020130001
Normal
0.7
CPT0078840001
Normal
0.7
CPT0089480003
Normal
0.6
CPT0077500001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0026420001
Normal
0.6
CPT0023710001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0078670001
Normal
0.6
CPT0006950001
Normal
0.6
CPT0007870001
Normal
0.6
CPT0088480003
Tumor
0.6
CPT0000890001
Normal
0.6
CPT0012770003
Normal
0.5
CPT0025060001
Normal
0.5
CPT0082010001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0088710001
Normal
0.5
CPT0075570001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0076350001
Normal
0.5
CPT0024670003
Tumor
0.5
CPT0092310003
Normal
0.4
CPT0001350001
Normal
0.4
CPT0078940001
Normal
0.4
CPT0079000001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0069010001
Normal
0.4
CPT0007320003
Tumor
0.4
CPT0064400001
Normal
0.4
CPT0086820003
Tumor
0.4
CPT0025610001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0079230003
Tumor
0.4
CPT0014130001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0012290003
Normal
0.3
CPT0009080003
Normal
0.3
CPT0088780001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0089040001
Normal
0.3
CPT0079430001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0001190001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0065820001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0010120001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0063330001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0087040003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0012670003
Tumor
-0.2
CPT0006630003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0001180009
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0011240003
Tumor
-0.3
CPT0001230001
Normal
-0.3
CPT0077490003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0025050003
Tumor
-0.4
CPT0023350003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0006900003
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0081990003
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0001270001
Normal
-0.5
CPT0066470004
Tumor
-0.5
CPT0079410003
Tumor
-0.5
CPT0069190001
Normal
-0.5
CPT0000640003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0009000003
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0002270011
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0025170003
Tumor
-0.6
CPT0017410003
Tumor
-0.6
CPT0092160003
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0089460004
Tumor
-0.7
CPT0025230003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0007860003
Tumor
-0.7
CPT0085670003
Tumor
-0.7
CPT0025290003
Tumor
-0.7
CPT0064370003
Tumor
-0.7
CPT0092790003
Tumor
-0.8
CPT0079510001
Normal
-0.8
CPT0015910003
Tumor
-0.8
CPT0088900003
Tumor
-0.8
CPT0084590001
Normal
-0.8
CPT0075130003
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0081600003
Tumor
-0.8
CPT0012640003
Normal
-0.9
CPT0079300001
Normal
-0.9
CPT0001260009
Tumor
-0.9
CPT0012080003
Tumor
-0.9
CPT0092730003
Tumor
-0.9
CPT0092190003
Normal
-1.0
CPT0066480003
Tumor
-1.0
CPT0069160003
Tumor
-1.0
CPT0063630003
Tumor
-1.1
CPT0019130003
Tumor
-1.1
CPT0069000003
Tumor
-1.1
CPT0088630003
Tumor
-1.1
CPT0065690003
Tumor
-1.1
CPT0079380003
Tumor
-1.2
CPT0081880003
Tumor
-1.3
CPT0084560003
Tumor
-1.3
CPT0021240003
Tumor
-1.3
CPT0088970003
Tumor
-1.5
CPT0017850003
Tumor
-1.5
CPT0076330003
Tumor
-1.5
CPT0079180003
Tumor
-1.7
CPT0001340003
Tumor
-1.8
CPT0011410003
Tumor
-2.2
CPT0012180003
Tumor
-2.2
CPT0078660003
Tumor
-2.2
CPT0088550004
Tumor
-2.3
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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.