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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.
RPL30 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
1146.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
7007.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3393.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2281.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2080.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1927.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1921.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1798.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1608.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1584.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1547.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1522.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1502.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1475.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1450.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1431.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1413.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1369.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1332.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1315.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1294.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1278.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1232.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1220.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1188.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1185.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1184.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1157.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1157.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1120.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1112.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1096.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1065.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1021.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
925.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
875.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
847.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
836.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
813.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
803.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
753.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
751.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
730.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
722.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
656.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
653.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
643.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
627.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
611.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
610.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
609.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
601.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
591.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
566.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
562.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
556.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
546.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
529.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
518.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
467.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
452.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
440.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
350.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
300.4
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.
RPL30 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
2160.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
4880.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
4860.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
4771.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4641.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4608.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4449.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4366.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
4213.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
4092.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
4085.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4051.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
3987.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
3962.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
3704.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
3644.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
3643.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3618.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3578.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3512.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3483.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3475.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3453.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
3451.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
3437.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
3401.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3373.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
3340.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
3328.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
3268.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
3256.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
3205.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3186.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
3169.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
3155.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
3136.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
3126.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
3116.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3113.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3096.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
3092.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
3077.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
3072.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
3066.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
3066.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
3055.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
3052.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
3041.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
3005.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2991.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
2985.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
2984.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2982.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
2973.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
2959.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
2956.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
2943.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
2937.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
2934.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2922.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
2913.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
2909.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
2895.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
2890.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
2872.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
2870.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
2862.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
2850.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
2842.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2827.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
2819.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
2813.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2813.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
2803.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
2803.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2802.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
2797.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2796.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
2781.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
2777.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
2773.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2771.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
2771.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
2760.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2759.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
2754.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
2750.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
2749.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
2748.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
2747.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
2741.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2734.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
2731.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
2730.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2723.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
2717.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
2712.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2710.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2704.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
2694.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2688.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
2685.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
2671.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
2650.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2648.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
2643.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
2640.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
2639.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
2638.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
2633.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
2627.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
2620.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
2620.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
2612.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
2591.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
2590.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2590.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
2590.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
2585.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
2582.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
2581.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2580.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
2576.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
2574.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2561.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
2557.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
2547.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
2546.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
2543.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
2537.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
2535.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
2529.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
2518.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
2514.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
2496.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
2496.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
2495.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2495.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
2493.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2491.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
2487.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
2486.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
2485.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
2483.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
2480.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
2477.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
2476.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
2474.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
2466.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
2464.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
2449.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
2449.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
2444.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
2443.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
2440.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
2434.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2433.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
2424.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
2422.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
2420.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
2420.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
2412.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
2400.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
2393.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
2390.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2382.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
2382.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
2380.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
2375.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
2371.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
2356.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2355.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
2353.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
2351.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
2350.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
2336.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
2330.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
2325.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2324.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2320.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2309.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
2305.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
2302.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
2300.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
2296.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
2283.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
2282.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
2279.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
2278.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
2272.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
2268.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
2267.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2266.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
2263.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
2258.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
2257.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
2254.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
2253.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2251.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
2248.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
2245.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
2244.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
2243.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
2242.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
2239.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
2238.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
2238.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2236.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
2233.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
2232.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
2230.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
2228.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
2225.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2224.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
2222.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
2217.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
2215.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
2213.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
2210.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
2210.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
2207.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
2207.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
2206.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
2203.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
2202.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
2201.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
2195.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
2195.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
2192.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
2192.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
2188.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
2186.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
2185.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
2185.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
2175.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
2174.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2169.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
2162.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
2157.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
2155.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
2153.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
2153.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
2151.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2151.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
2151.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2149.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2140.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
2129.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
2126.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
2126.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
2120.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
2117.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
2114.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
2110.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
2106.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
2106.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
2104.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
2103.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
2099.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
2098.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
2095.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
2095.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
2094.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
2084.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
2084.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
2082.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
2082.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
2079.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
2076.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
2075.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
2074.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
2074.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
2073.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
2070.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
2069.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
2069.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
2069.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
2067.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
2066.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2065.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
2061.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
2060.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
2050.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
2050.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
2050.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
2049.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
2047.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
2041.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
2039.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
2036.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
2022.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
2021.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2020.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
2019.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
2019.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
2018.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
2015.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
2012.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
2010.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
2005.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
2002.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
2002.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
2001.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1993.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1991.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1991.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1987.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1987.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1986.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1984.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1982.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1980.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1972.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1971.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1971.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1971.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1965.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1957.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1955.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1951.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1949.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1948.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1945.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1942.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1940.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1937.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1936.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1926.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1924.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1923.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1922.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1919.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1913.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1911.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1906.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1906.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1906.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1904.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1902.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1898.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1895.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1895.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1894.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1894.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1894.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1891.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1887.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1884.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1884.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1882.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1880.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1877.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1876.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1873.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1872.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1870.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1869.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1866.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1857.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1854.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1854.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1848.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1842.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1842.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1839.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1835.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1832.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1827.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1827.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1827.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1825.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
1823.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1822.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1814.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1811.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
1799.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1794.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1786.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1785.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1776.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1762.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1761.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1761.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1760.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1750.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1749.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1743.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1741.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1725.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1722.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1722.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1720.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1715.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1707.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1705.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1704.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1698.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1694.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1694.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1688.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1686.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1684.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1681.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1673.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1672.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1669.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1667.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1667.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1662.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1662.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1656.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
1653.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1651.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1649.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1649.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1647.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1639.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
1630.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1630.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1629.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1613.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1603.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1600.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1593.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1592.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1587.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1587.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1580.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1558.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1558.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
1550.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1550.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1546.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1533.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1530.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1527.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1525.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1512.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1508.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1507.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1506.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1497.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1491.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1487.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1482.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1463.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1455.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1455.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1452.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1447.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1446.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1433.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
1419.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1413.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1402.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1398.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
1394.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1390.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1387.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1384.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1384.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
1366.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1364.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
1353.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1353.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
1350.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1347.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
1341.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1336.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1330.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1324.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1322.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1320.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1318.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1302.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1296.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1292.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1283.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1274.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
1266.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1263.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1254.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1251.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1251.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1241.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1233.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
1226.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1220.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1214.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1194.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
1193.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1192.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1177.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
1166.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1158.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1151.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1143.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
1123.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1122.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1105.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
1096.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1091.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1091.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1090.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1087.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1072.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1044.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
1037.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1036.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1019.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1015.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
975.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
961.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
948.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
939.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
931.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
885.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
878.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
864.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
764.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
752.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 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.
RPL30 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
2061.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4399.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
3598.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3241.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
3240.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
3115.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
3095.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
3082.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
2987.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
2975.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
2904.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
2877.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
2841.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
2803.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2756.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
2709.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2613.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2574.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
2552.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
2535.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
2514.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
2507.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
2505.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
2491.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
2427.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
2424.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
2422.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
2415.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
2387.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
2372.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2338.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
2304.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2297.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
2290.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
2273.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
2232.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
2195.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
2146.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
2123.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
2105.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
2067.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
2033.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
2021.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
2016.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
2011.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
2007.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1989.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1986.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1984.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
1935.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1930.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1928.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1915.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1911.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1891.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1887.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1877.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1871.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1871.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1861.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1845.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1829.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1827.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1823.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1819.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1815.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1788.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
1781.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1777.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1771.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
1764.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
1752.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
1750.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1745.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1736.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1734.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1714.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
1704.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1684.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1633.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1580.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1578.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1576.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1559.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1538.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1499.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1489.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1476.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1467.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1463.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1397.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1381.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1326.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1308.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1298.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1286.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1260.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1213.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
903.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
834.9
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.
RPL30 is potential prognostic, high expression is unfavorable 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
1398.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4922.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4536.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4297.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3877.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
3582.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3492.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3211.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3098.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3052.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2913.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2885.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2875.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2849.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2808.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2760.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
2681.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2639.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2632.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2573.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2540.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2524.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
2505.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2484.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2439.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
2407.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2402.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
2394.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2327.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2302.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2219.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
2161.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
2141.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
2135.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2098.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2067.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
2062.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
2047.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2044.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
2038.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2025.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2000.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1979.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1978.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1966.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1942.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1936.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1935.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1935.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1928.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1927.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1918.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1911.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1904.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1894.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1891.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1865.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1841.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1836.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1834.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1825.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1823.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1806.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1803.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1796.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1784.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1784.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1763.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1757.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1747.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1741.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1734.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1711.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1699.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1699.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1698.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1696.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1693.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1693.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1683.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1667.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1663.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1646.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1639.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1631.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1627.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1627.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1625.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1612.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1603.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1597.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1579.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1579.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1571.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1570.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1568.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1565.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1558.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1553.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1541.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1524.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1523.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1518.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1515.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1512.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1489.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1487.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1483.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1472.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1470.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
1467.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1461.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1458.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1457.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1457.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1456.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1453.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1451.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1450.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1450.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1445.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1444.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1431.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1430.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1428.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1424.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1424.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1420.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1415.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1410.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1402.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1402.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1392.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1389.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1388.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1385.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1376.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1375.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1371.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1367.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1367.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1367.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1360.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1359.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1344.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1341.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1339.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1336.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1330.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1330.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1322.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1321.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1313.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1310.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1310.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1298.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1297.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1288.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1281.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1278.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1276.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1274.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1255.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1253.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1246.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1240.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1222.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1221.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1203.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1202.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1197.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1193.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1187.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1177.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1175.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1173.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1169.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1160.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1159.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1137.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1130.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1116.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1115.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1114.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1110.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
1070.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1070.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1065.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1057.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1056.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1054.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1052.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1052.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
1032.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1031.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1030.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1012.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1011.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1006.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
997.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
997.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
990.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
976.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
960.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
957.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
956.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
940.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
930.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
915.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
912.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
908.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
896.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
893.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
880.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
853.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
852.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
851.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
839.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
795.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
785.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
780.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
770.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
761.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
759.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
757.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
738.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
736.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
729.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
728.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
707.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
706.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
705.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
704.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
701.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
695.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
678.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
674.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
668.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
668.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
655.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
631.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
626.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
622.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
614.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
612.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
610.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
607.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
595.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
584.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
578.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
557.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
553.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
551.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
541.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
535.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
535.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
528.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
520.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
504.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
500.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
488.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
479.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
469.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
468.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
462.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
457.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
446.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
445.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
437.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
432.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
407.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
395.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
379.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
365.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
360.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
355.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
329.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
325.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
275.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
271.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
241.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
193.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
180.9
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0023350003
Tumor
0.9
CPT0017850003
Tumor
0.9
CPT0012180003
Tumor
0.8
CPT0088550004
Tumor
0.8
CPT0001340003
Tumor
0.8
CPT0084560003
Tumor
0.8
CPT0079410003
Tumor
0.7
CPT0077320001
Normal
0.7
CPT0012550003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0026410003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0065430003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0025230003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0077110003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0081600003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0088630003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0021240003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0088920001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0012770003
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0009020003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0088710001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0006900003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0007870001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0065750003
Tumor
-0.2
CPT0077310003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0078510003
Tumor
-0.4
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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
