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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.
RPL36 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
822.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4656.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1597.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1279.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1228.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1219.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1199.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1169.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1151.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1143.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1129.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1116.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1047.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1038.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1016.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1016.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1010.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
978.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
978.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
961.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
951.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
937.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
936.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
905.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
895.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
892.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
881.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
855.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
834.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
803.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
779.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
766.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
759.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
754.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
727.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
715.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
715.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
714.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
677.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
629.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
613.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
613.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
604.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
595.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
586.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
581.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
555.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
543.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
537.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
523.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
513.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
484.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
482.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
466.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
455.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
412.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
397.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
394.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
373.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
369.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
343.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
336.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
314.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
304.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
RPL36 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
1079.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8658.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3438.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
3286.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2766.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2694.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2532.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
2521.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2436.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
2424.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2319.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2273.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2244.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2189.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2189.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
2155.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
2140.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2136.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
2128.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
2099.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2089.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2063.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
2018.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1986.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
1973.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1959.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1954.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1923.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1922.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1907.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1883.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1883.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1878.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1835.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1805.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1789.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1785.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1781.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1778.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1775.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1747.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1740.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1737.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1737.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1726.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
1715.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1715.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1699.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1696.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
1695.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1680.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1656.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1655.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1639.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1639.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1637.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1629.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1612.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1609.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1601.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1595.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1589.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1588.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1587.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1575.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1569.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
1565.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1555.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1548.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1526.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1511.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1510.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1509.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1499.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1496.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1491.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1487.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1483.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1478.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1471.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1468.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1467.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1456.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1450.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1450.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1449.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1436.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1435.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1434.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
1432.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1426.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1411.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1410.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1409.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1400.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1399.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1395.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1391.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1389.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1384.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1379.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
1378.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1377.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1369.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1363.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1363.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1361.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1357.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1354.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1352.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1346.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1341.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
1334.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1331.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1328.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1317.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1316.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1313.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1312.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1304.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1303.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1292.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1292.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1286.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1281.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1275.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1272.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1270.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1263.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1262.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1259.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1259.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1257.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
1241.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1239.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1235.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
1235.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
1235.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1233.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1232.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1231.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1231.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1229.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1227.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1224.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1222.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1220.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1219.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1218.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1216.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1214.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1211.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1197.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1196.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1195.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1188.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1182.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1181.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1178.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1177.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1176.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1171.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1170.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1170.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1169.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1168.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1161.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1156.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1154.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1152.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1150.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1149.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1148.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1145.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1143.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1140.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1138.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1135.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1135.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
1135.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1134.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1133.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1131.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1130.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1130.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1130.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1127.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1126.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
1122.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1119.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1118.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1117.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1115.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1114.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1110.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1110.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1106.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1104.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1101.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1097.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1096.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1095.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1095.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1092.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1091.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1083.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1082.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1079.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1078.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1075.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1073.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1072.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1069.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1068.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1068.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1066.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1064.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1063.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1062.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1061.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1059.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1059.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1057.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1057.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1056.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1056.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1055.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1052.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1052.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1050.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1049.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1048.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1048.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1047.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1044.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1043.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1041.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1038.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1038.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1036.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1035.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1034.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1031.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1028.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1028.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1021.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1018.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1017.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1016.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1014.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1013.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1010.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1010.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1009.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1009.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
1006.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1005.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1001.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
997.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
996.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
995.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
994.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
993.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
993.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
992.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
989.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
989.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
982.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
982.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
981.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
975.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
975.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
973.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
971.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
970.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
970.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
970.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
969.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
969.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
967.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
966.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
966.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
966.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
960.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
952.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
952.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
946.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
941.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
941.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
937.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
936.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
931.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
928.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
924.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
923.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
922.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
920.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
918.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
917.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
917.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
917.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
916.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
915.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
914.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
911.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
909.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
909.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
908.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
907.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
906.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
905.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
904.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
904.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
904.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
903.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
901.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
895.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
893.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
892.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
892.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
892.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
891.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
889.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
885.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
882.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
878.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
875.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
875.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
872.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
871.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
864.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
860.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
860.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
860.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
859.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
859.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
855.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
853.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
852.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
851.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
849.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
844.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
842.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
841.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
840.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
839.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
837.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
836.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
834.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
834.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
831.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
830.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
830.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
827.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
826.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
825.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
822.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
821.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
820.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
820.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
816.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
816.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
816.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
814.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
814.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
807.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
806.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
805.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
804.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
801.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
799.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
798.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
794.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
793.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
793.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
791.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
787.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
785.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
781.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
780.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
780.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
780.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
779.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
779.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
777.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
775.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
775.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
770.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
768.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
767.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
766.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
764.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
762.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
761.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
759.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
759.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
757.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
753.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
752.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
750.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
750.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
750.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
748.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
742.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
741.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
741.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
734.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
733.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
732.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
731.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
729.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
728.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
725.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
724.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
722.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
721.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
721.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
720.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
719.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
718.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
718.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
718.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
717.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
717.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
712.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
711.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
710.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
710.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
705.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
702.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
693.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
690.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
689.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
688.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
685.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
682.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
678.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
678.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
677.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
676.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
672.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
670.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
666.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
665.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
665.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
665.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
665.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
661.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
657.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
656.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
651.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
651.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
649.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
648.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
644.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
643.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
643.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
640.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
637.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
635.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
633.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
627.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
625.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
621.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
620.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
616.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
614.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
610.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
609.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
604.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
597.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
596.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
594.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
593.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
592.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
590.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
590.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
590.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
586.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
583.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
579.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
559.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
555.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
555.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
544.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
544.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
541.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
534.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
531.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
519.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
518.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
515.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
515.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
515.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
511.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
510.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
506.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
495.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
493.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
484.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
481.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
475.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
474.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
474.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
465.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
461.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
451.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
447.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
447.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
426.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
423.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
422.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
414.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
392.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
389.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
382.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
368.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
323.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
301.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
292.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
87.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
RPL36 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
971.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
3546.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
2226.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
2096.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2091.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1829.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
1738.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1714.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1645.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1580.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1571.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1509.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1483.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1464.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1459.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1447.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1426.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
1406.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1373.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1361.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1356.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1344.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1333.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1330.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1299.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1233.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1223.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1183.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1172.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1130.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1122.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1108.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1051.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1050.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1046.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1032.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1000.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
960.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
936.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
924.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
918.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
907.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
903.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
889.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
866.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
865.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
862.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
861.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
854.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
853.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
847.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
831.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
819.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
817.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
804.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
785.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
783.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
780.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
776.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
768.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
767.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
759.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
754.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
741.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
735.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
734.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
717.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
715.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
711.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
710.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
708.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
701.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
688.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
676.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
675.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
672.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
667.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
665.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
663.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
662.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
640.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
636.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
625.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
618.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
598.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
588.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
581.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
575.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
572.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
570.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
563.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
560.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
533.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
495.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
455.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
398.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
376.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
342.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
231.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
228.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
RPL36 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
905.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3573.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3029.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2975.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2931.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2414.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2268.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2261.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1993.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1940.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1849.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1793.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1784.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1768.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1765.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1731.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1713.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1711.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1694.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1692.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1640.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1588.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1583.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1549.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1548.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1471.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1468.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1460.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1441.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1398.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1389.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1384.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1382.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1379.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1372.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1362.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1353.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1329.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1322.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1309.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1300.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1292.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1291.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1291.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1290.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1239.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1225.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1204.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1199.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1191.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1185.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1181.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1147.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1142.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1135.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1135.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1134.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1127.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1125.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1118.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1114.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1106.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1105.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1104.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1104.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1098.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
1097.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1094.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1086.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1080.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1075.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1073.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1066.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1066.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1062.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1060.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1058.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1056.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1054.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1043.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1042.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1037.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1031.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1024.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1023.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1023.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1020.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1013.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1013.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1007.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1005.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
997.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
992.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
991.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
986.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
985.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
984.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
978.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
975.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
970.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
970.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
969.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
961.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
959.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
958.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
957.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
953.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
949.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
945.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
943.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
941.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
933.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
923.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
907.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
899.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
899.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
898.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
894.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
894.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
892.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
887.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
878.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
877.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
876.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
873.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
872.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
872.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
868.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
867.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
863.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
848.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
845.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
842.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
841.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
840.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
839.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
837.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
834.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
821.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
816.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
807.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
806.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
802.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
800.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
798.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
797.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
791.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
790.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
786.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
786.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
782.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
781.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
779.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
777.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
773.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
772.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
765.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
753.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
752.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
751.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
751.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
749.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
746.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
744.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
743.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
742.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
741.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
740.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
737.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
737.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
735.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
731.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
730.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
722.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
719.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
718.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
712.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
712.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
710.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
710.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
710.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
709.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
707.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
703.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
701.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
700.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
699.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
699.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
698.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
697.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
678.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
674.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
672.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
670.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
669.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
661.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
658.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
655.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
653.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
653.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
647.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
644.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
641.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
640.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
639.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
629.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
628.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
626.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
626.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
623.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
623.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
618.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
614.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
608.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
603.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
601.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
597.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
597.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
591.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
590.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
590.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
585.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
569.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
568.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
566.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
560.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
552.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
551.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
550.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
549.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
548.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
545.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
544.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
544.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
543.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
541.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
530.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
515.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
511.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
507.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
504.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
502.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
501.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
497.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
495.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
479.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
475.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
473.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
471.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
468.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
465.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
464.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
458.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
457.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
452.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
448.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
442.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
437.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
430.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
430.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
419.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
419.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
409.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
408.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
394.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
383.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
374.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
370.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
366.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
365.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
362.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
359.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
349.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
349.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
342.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
338.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
323.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
322.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
317.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
287.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
181.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
125.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
117.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
1.1
CPT0017850003
Tumor
1.0
CPT0001340003
Tumor
1.0
CPT0088550004
Tumor
1.0
CPT0012550003
Tumor
0.8
CPT0088970003
Tumor
0.7
CPT0009000003
Tumor
0.7
CPT0001180009
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0092730003
Tumor
0.7
CPT0079410003
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0015810003
Tumor
0.6
CPT0077320001
Normal
0.6
CPT0069160003
Tumor
0.6
CPT0089460004
Tumor
0.6
CPT0092290003
Tumor
0.6
CPT0012670003
Tumor
0.6
CPT0025050003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0001500009
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0092790003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0001260009
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0012080003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0084590001
Normal
0.3
CPT0064370003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0066470004
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0007320003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0081990003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0007470001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0065690003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0001270001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0006440003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0017410003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0087050003
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0007860003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0092310003
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0066520001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0009060003
Tumor
-0.4
CPT0012090003
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0078510003
Tumor
-0.4
CPT0092740003
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0019160001
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0063640001
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0078670001
Normal
-0.5
CPT0082010001
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0006730001
Normal
-0.5
CPT0014470001
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0025610001
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0077140001
Normal
-0.5
CPT0025920001
Normal
-0.6
CPT0014350001
Normal
-0.6
CPT0006530001
Normal
-0.6
CPT0023710001
Normal
-0.6
CPT0086370003
Normal
-0.6
CPT0001230001
Normal
-0.6
CPT0000660001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0088500001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0078940001
Normal
-0.7
CPT0000790001
Normal
-0.8
CPT0026420001
Normal
-0.8
CPT0012770003
Normal
-0.8
CPT0000890001
Normal
-0.8
CPT0009080003
Normal
-0.9
CPT0079000001
Normal
-1.0
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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.