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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.
RPL37A 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
1204.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5530.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2597.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2192.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1825.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1780.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1761.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1633.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1628.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1567.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1565.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1559.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1430.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1424.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1404.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1394.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1379.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1358.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1318.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1306.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1285.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1275.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1271.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1270.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1230.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1229.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1212.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1194.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1181.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1176.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1174.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1158.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1153.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1151.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1108.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1068.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
1046.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1015.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1002.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1001.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
992.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
968.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
966.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
948.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
942.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
925.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
903.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
865.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
852.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
834.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
833.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
831.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
806.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
800.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
719.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
710.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
708.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
689.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
661.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
659.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
653.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
627.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
542.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
496.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
RPL37A is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2387.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12035.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
9153.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6085.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
5751.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5731.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
5544.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
5021.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4972.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4912.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
4866.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
4707.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
4640.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4601.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
4592.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
4397.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4384.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4372.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
4366.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4270.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
4236.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
4186.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4170.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
4150.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
4127.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4109.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
4096.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
4083.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
4080.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
4051.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
4008.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4000.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
3976.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
3928.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
3907.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
3883.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
3860.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
3753.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
3751.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
3704.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
3684.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3675.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
3666.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
3624.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
3598.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
3596.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
3595.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
3569.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
3564.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
3557.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
3547.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3523.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
3453.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
3453.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
3441.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
3416.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
3391.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
3363.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
3349.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
3337.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3322.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
3309.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
3308.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3306.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
3305.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
3298.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
3297.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
3296.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
3272.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
3256.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
3252.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
3243.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3234.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
3223.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
3211.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
3209.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3207.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
3194.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
3168.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
3163.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
3159.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
3159.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
3155.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3130.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3101.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
3096.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
3095.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
3092.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
3082.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
3064.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
3051.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
3050.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
3039.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
3030.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
3025.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
3018.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
3018.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
3002.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
2993.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
2986.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2982.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
2978.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
2977.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
2971.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
2969.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
2968.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2966.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
2959.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
2956.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
2949.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
2948.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2914.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
2907.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
2907.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
2904.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2902.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
2898.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
2896.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
2896.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
2894.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
2889.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2885.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
2884.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2884.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
2872.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2860.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2855.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
2847.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
2844.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
2843.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
2833.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
2829.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
2824.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
2814.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
2812.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2805.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
2805.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2797.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
2796.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
2794.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
2787.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
2787.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
2784.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
2783.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
2774.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
2770.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2761.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
2750.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
2741.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
2740.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
2725.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
2715.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2714.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
2711.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2703.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
2699.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2699.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
2674.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
2670.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
2666.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
2658.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
2654.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
2653.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
2652.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2652.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
2648.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
2632.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
2629.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
2622.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
2619.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
2616.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
2608.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2605.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
2601.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2601.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
2595.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
2588.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
2577.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
2573.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
2572.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
2571.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
2567.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
2565.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
2556.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
2553.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
2545.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2538.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
2534.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
2533.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
2532.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
2525.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
2510.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
2506.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
2502.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
2487.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
2485.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
2476.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
2472.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
2471.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
2469.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2468.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
2461.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
2455.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
2454.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
2444.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
2437.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
2435.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
2434.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
2432.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2432.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
2432.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
2417.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
2414.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
2411.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
2410.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2403.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
2399.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
2397.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
2390.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
2387.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
2379.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
2377.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2377.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
2376.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
2375.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
2375.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
2369.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
2368.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
2367.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
2361.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
2353.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
2353.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
2346.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
2345.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
2345.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2336.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
2334.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
2327.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
2325.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
2324.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
2323.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
2323.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
2314.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
2309.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2304.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
2295.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2292.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
2291.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
2290.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
2288.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
2285.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2278.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
2277.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
2277.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2277.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
2276.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2272.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
2272.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
2270.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2263.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
2248.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
2248.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
2244.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
2244.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
2235.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
2233.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
2225.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
2219.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
2216.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
2213.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
2204.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
2203.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
2196.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
2194.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
2194.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
2193.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
2190.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
2184.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
2184.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
2181.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
2177.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
2176.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
2174.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
2173.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
2169.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2169.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
2168.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
2165.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
2163.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
2161.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
2160.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
2155.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2155.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2153.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
2145.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
2143.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
2135.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
2132.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
2124.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
2124.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2122.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
2118.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
2115.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
2106.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
2100.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
2098.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2097.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
2090.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
2089.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
2087.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
2084.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
2084.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
2080.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
2077.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
2051.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
2050.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
2047.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
2044.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
2038.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
2032.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
2030.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
2029.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2026.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
2026.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
2022.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2017.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
2009.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
2006.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2002.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1999.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1999.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1995.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1981.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1978.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1975.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1971.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1969.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1967.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1964.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1957.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1956.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1952.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1948.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1943.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1940.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1930.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
1926.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1924.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1924.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1922.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1921.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1920.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1915.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1914.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1913.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1912.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1904.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1902.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1892.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
1891.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1891.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1887.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1883.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1880.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1873.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1872.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1872.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1866.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1864.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1862.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1859.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1859.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1858.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1836.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1834.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1827.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1818.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1813.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1806.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1805.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1794.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1792.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1790.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1777.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1775.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1772.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1771.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1766.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1763.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1761.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1758.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1757.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1756.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1751.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1750.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1746.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1741.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1736.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1732.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1729.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1729.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1725.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1722.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1721.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1719.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1717.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1711.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1710.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1707.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1692.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1691.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1690.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1686.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1681.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1675.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1674.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1671.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1669.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1659.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1657.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1651.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1646.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1643.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1643.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1641.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1631.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1630.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
1629.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1629.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1621.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1619.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
1612.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1603.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1601.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1599.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1599.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1593.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1585.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1575.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1571.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1567.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1567.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1563.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1544.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1544.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1543.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
1532.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1531.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1515.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1505.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1504.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1501.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1497.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
1485.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1476.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1473.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1470.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1470.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
1469.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1466.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
1465.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1462.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
1458.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1453.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1438.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1436.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1430.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
1429.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
1424.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1413.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1408.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
1407.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1382.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1382.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1381.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1371.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1368.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1365.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1358.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1355.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1338.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1326.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1313.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1307.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1305.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
1304.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1289.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1270.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1247.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1246.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
1228.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1204.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1182.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1173.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1171.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1123.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
1118.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1114.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1104.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1091.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1086.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
1085.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1069.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1062.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1059.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1053.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1031.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1030.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1000.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
922.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
917.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
874.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
868.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
848.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
828.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
800.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
785.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
759.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
704.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
568.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
447.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
RPL37A 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
2451.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
7272.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
4873.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
4460.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4433.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
4105.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
3967.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
3807.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
3675.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3625.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
3596.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
3546.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
3536.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
3527.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
3500.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
3494.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
3429.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
3401.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
3235.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
3215.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
3166.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
3149.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
3143.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
3110.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
3064.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
3046.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
2969.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
2870.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2657.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
2600.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
2521.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
2513.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
2512.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
2473.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
2436.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
2435.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
2433.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
2425.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
2418.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
2409.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
2408.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
2406.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2398.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
2394.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
2385.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
2366.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
2353.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
2352.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
2322.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
2294.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
2292.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
2269.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
2247.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
2218.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
2193.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
2171.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
2158.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
2155.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
2140.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
2135.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
2134.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
2104.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
2070.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
2065.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
2033.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
2025.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
2017.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
2007.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1993.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
1975.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1963.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1959.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1937.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1930.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
1889.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1878.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1844.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1840.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1808.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1794.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1789.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1777.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1749.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1734.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1692.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1673.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1668.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1661.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
1643.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1613.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1563.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1514.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1478.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1391.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1315.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1292.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1285.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
1154.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
1111.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1048.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
RPL37A 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
1882.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6412.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
6347.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5502.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4973.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4783.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
4632.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4456.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
4369.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4173.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4155.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4138.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
4135.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3969.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3755.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3552.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3550.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
3490.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3460.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3435.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3413.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3409.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
3376.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3363.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
3349.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
3254.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
3241.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3238.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3230.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
3195.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
3184.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
3152.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
3038.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3026.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2997.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2967.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2952.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
2943.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2931.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
2835.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
2735.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2679.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
2673.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
2667.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2646.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
2643.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
2634.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2586.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
2561.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2560.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2553.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
2544.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2539.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2533.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2514.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
2509.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
2504.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
2486.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
2463.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
2449.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2449.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
2414.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2412.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2400.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
2400.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
2398.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
2377.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
2357.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
2351.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
2345.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2331.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
2318.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
2312.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
2298.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2289.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
2284.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
2267.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
2265.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2231.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
2206.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
2205.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
2199.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
2191.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
2168.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
2165.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
2164.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
2159.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
2112.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
2108.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2098.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
2098.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
2096.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
2089.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2052.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
2035.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2028.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2011.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2004.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2003.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1999.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1994.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1972.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1955.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1949.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1945.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1944.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1934.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1929.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1929.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1929.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1921.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1918.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1892.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1885.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1878.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1875.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1868.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1851.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1838.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1832.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1828.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1798.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1797.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1795.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
1794.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1786.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1785.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1783.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1782.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1768.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1757.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
1755.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1754.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1751.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1744.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1738.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1732.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1723.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1722.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1711.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1706.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1702.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1701.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1679.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1667.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1667.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1664.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1663.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1653.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1626.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1624.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1622.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1609.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1599.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1596.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1596.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1587.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1570.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1566.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1559.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1559.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1557.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1547.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1535.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1529.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1527.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1516.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1513.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1501.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
1500.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1499.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1495.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1493.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1470.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1469.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1463.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1461.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1459.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1459.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1455.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1455.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1454.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1453.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1438.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1435.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1424.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1401.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1387.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1379.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1361.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1359.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
1352.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1351.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1346.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1342.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1334.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1333.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1331.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1321.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1320.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1316.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1314.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1290.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1282.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1281.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1279.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1264.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1263.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
1256.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1247.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1242.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1240.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1239.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
1217.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1210.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1208.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
1203.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
1201.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1198.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1184.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1177.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1164.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1157.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1156.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1152.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1152.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1142.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1126.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1124.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1121.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
1119.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1117.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1112.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1112.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1094.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
1083.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1076.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
1059.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1058.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1043.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1039.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1031.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1029.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1026.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1014.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
994.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
989.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
973.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
969.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
955.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
944.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
923.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
913.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
913.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
912.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
884.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
861.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
860.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
835.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
826.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
822.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
814.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
783.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
780.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
752.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
742.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
737.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
733.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
703.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
696.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
656.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
652.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
618.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
617.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
613.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
608.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
601.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
599.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
575.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
508.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
441.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
141.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
55.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011410003
Tumor
0.9
CPT0012550003
Tumor
0.9
CPT0001340003
Tumor
0.9
CPT0088550004
Tumor
0.8
CPT0001260009
Tumor
0.7
CPT0011240003
Tumor
0.6
CPT0065430003
Tumor
0.6
CPT0001270001
Normal
0.6
CPT0088690003
Tumor
0.6
CPT0002270011
Tumor
0.6
CPT0013790003
Normal
0.6
CPT0066470004
Tumor
0.6
CPT0084560003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0081600003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0069190001
Normal
0.5
CPT0085670003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0010110003
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0012080003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0012920003
Normal
0.4
CPT0017850003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0002350011
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0001540009
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0025880003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0078530001
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0025350003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0088570001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0012290003
Normal
0.2
CPT0012570003
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0006630003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0069160003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0020130001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0014130001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0069010001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0025290003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0087040003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0086370003
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0065810003
Tumor
-0.3
CPT0064400001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0015730003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0000660001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0065690003
Tumor
-0.4
CPT0066520001
Normal
-0.4
CPT0079300001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0020020001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0001510001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0001230001
Normal
-0.5
CPT0023710001
Normal
-0.6
CPT0081880003
Tumor
-0.6
CPT0007860003
Tumor
-0.6
CPT0000790001
Normal
-0.7
CPT0012770003
Normal
-0.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
