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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.
NACA 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
667.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2141.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1276.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1223.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1197.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1000.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
989.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
987.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
918.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
917.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
894.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
881.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
849.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
849.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
805.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
797.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
787.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
782.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
768.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
768.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
764.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
714.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
707.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
702.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
698.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
689.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
672.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
669.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
663.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
660.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
636.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
632.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
629.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
622.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
616.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
596.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
587.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
557.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
552.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
551.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
550.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
541.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
540.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
535.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
531.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
518.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
514.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
474.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
464.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
459.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
454.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
452.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
439.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
435.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
432.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
429.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
421.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
398.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
397.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
382.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
352.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
351.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
340.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
315.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
NACA 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
1052.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2256.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
2205.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
2130.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
2052.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1957.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1887.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1861.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1827.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1777.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1764.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1736.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1725.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1718.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1665.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
1662.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
1657.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1652.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1647.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1640.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1603.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1578.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1575.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1566.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1553.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1548.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1529.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1527.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1517.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
1511.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1509.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
1503.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1499.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1494.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1491.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1484.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1470.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1458.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1456.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1451.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1449.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
1448.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1447.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1446.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
1444.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1439.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
1435.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1430.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1429.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1428.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1423.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
1422.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1421.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1419.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1413.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1409.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1403.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
1399.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1393.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1391.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1383.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1382.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1382.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
1379.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1374.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1372.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1370.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1361.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1349.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1348.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1346.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1335.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1334.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1333.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1333.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1327.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1323.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
1322.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1321.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1318.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
1317.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1312.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1312.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1309.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1303.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1298.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1297.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
1297.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1297.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1296.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1291.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
1290.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1288.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1288.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1283.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1281.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1281.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1280.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1276.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1273.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1270.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1269.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1268.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1266.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1266.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1264.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1262.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1261.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1260.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1260.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1258.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1250.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1248.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1244.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1236.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1235.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1234.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1232.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
1231.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1230.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1227.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1227.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1223.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1222.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1222.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
1220.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1220.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1219.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1218.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1217.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1215.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1214.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1208.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1208.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1205.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1200.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1197.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1197.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1197.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1195.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1194.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1191.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1190.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1190.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1189.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
1188.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1188.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1187.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1184.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1183.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1181.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1180.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1180.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1179.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1179.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1178.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1174.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1171.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1171.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1169.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1169.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1168.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1164.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1163.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1162.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1162.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1161.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1157.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1157.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1154.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1153.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1152.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1150.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1150.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1149.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1148.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1143.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1141.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1136.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1126.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1125.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1123.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1122.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1121.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1119.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1117.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1117.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1115.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1114.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1113.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1112.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1104.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1103.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1102.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1100.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1100.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1099.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1099.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1098.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1097.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1097.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1096.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1095.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1095.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1094.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1094.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1093.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1093.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1091.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1091.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1090.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1090.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1087.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1085.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1085.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1085.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1084.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1083.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
1083.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1082.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
1080.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1079.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1079.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1078.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1077.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1077.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1077.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1076.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1075.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1075.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1072.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1070.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1069.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1067.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1067.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1066.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1063.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1062.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1061.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1060.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1060.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1060.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
1059.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1057.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1057.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1056.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1055.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1053.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1050.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1049.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1048.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1047.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1045.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1038.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1038.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1036.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1036.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1033.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1033.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1033.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1032.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1032.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1031.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1030.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1029.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1029.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1029.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1025.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1024.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1023.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1022.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1021.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1020.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1020.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1019.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1018.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1017.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1016.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1013.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1012.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1011.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1008.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1007.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1006.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1006.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1003.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1002.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1001.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1000.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
997.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
993.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
992.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
991.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
990.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
990.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
990.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
985.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
983.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
982.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
981.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
979.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
976.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
975.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
974.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
974.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
973.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
973.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
973.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
972.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
972.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
971.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
969.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
969.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
969.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
968.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
966.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
965.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
964.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
963.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
962.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
962.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
961.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
959.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
958.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
957.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
954.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
952.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
952.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
952.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
951.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
951.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
951.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
950.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
950.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
948.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
947.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
946.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
946.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
946.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
941.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
940.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
939.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
935.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
934.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
934.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
931.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
931.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
931.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
930.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
929.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
929.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
929.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
926.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
923.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
923.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
921.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
921.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
919.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
917.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
917.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
917.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
917.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
916.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
915.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
915.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
915.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
913.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
912.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
911.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
909.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
909.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
908.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
908.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
906.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
902.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
902.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
902.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
901.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
899.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
898.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
898.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
895.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
891.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
887.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
886.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
886.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
886.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
884.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
882.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
881.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
881.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
878.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
873.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
873.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
872.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
871.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
871.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
870.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
868.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
867.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
863.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
859.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
858.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
858.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
857.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
857.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
856.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
855.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
851.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
849.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
848.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
845.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
845.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
844.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
841.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
840.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
840.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
838.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
837.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
830.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
825.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
824.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
818.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
812.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
807.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
803.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
801.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
801.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
800.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
800.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
799.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
799.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
798.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
794.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
790.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
789.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
788.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
788.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
787.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
787.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
784.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
784.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
784.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
784.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
780.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
777.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
775.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
774.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
771.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
767.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
761.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
761.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
760.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
760.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
746.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
742.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
740.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
740.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
740.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
734.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
732.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
731.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
724.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
723.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
723.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
719.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
707.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
705.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
705.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
703.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
703.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
700.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
698.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
698.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
697.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
694.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
694.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
689.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
681.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
681.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
681.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
676.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
673.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
668.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
667.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
667.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
664.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
656.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
646.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
646.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
643.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
638.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
628.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
627.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
623.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
613.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
610.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
604.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
584.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
583.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
583.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
581.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
580.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
577.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
567.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
562.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
556.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
556.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
550.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
540.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
533.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
510.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
489.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
484.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
483.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
427.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
418.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
406.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
379.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
361.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
323.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 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.
NACA 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
1126.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
3097.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2353.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
2139.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
2045.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
1929.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1749.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
1706.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1633.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1595.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
1523.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
1520.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1484.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
1475.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1464.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1455.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1436.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1423.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1418.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1371.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1360.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
1352.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
1351.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1330.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1324.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1321.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1306.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1275.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1259.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1257.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
1257.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1240.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1238.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1223.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1195.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1194.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
1172.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1171.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1161.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1137.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1133.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1119.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1113.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
1104.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1095.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
1095.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1093.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1088.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1082.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1074.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1065.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1052.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
1050.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1044.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1019.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1015.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1008.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
985.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
984.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
976.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
962.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
960.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
959.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
959.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
955.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
940.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
934.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
929.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
914.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
913.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
892.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
890.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
890.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
887.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
882.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
880.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
871.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
870.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
863.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
859.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
858.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
838.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
827.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
827.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
808.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
808.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
800.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
791.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
784.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
778.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
775.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
770.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
755.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
735.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
733.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
704.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
673.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
657.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
509.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
444.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NACA is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
801.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1771.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1669.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1650.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1597.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1573.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1507.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1461.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1432.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1418.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1414.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1395.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1390.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1347.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1339.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1334.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1330.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1325.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1317.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1314.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1278.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1277.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1273.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1246.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1224.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1223.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1196.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1190.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1181.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1178.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1168.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1163.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1155.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1151.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1151.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1146.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1140.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1132.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1129.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1121.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1118.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1118.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1112.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1080.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1080.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
1079.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1079.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1077.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1070.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1068.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1061.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1056.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1052.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1050.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1043.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1036.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1031.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1031.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1023.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1015.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1015.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1007.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
998.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
995.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
990.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
980.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
973.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
969.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
966.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
963.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
960.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
956.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
950.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
946.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
944.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
931.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
927.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
927.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
925.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
918.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
918.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
918.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
902.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
898.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
895.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
894.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
894.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
889.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
889.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
888.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
884.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
883.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
883.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
882.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
882.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
881.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
880.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
879.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
877.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
876.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
872.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
870.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
866.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
861.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
858.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
849.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
844.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
842.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
839.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
837.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
834.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
831.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
829.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
829.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
827.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
825.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
825.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
821.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
804.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
803.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
803.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
802.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
800.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
795.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
794.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
793.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
789.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
788.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
788.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
783.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
783.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
782.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
776.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
776.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
775.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
773.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
773.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
771.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
769.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
768.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
767.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
767.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
765.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
760.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
759.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
757.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
755.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
754.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
753.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
753.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
750.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
747.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
737.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
735.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
734.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
733.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
732.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
729.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
725.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
720.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
719.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
719.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
718.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
718.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
708.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
707.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
705.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
703.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
701.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
698.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
695.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
694.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
691.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
690.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
688.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
687.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
686.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
685.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
680.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
675.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
673.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
673.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
667.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
667.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
666.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
665.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
664.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
660.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
653.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
652.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
650.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
650.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
643.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
642.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
639.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
636.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
635.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
634.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
633.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
633.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
632.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
630.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
630.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
628.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
627.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
624.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
623.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
618.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
617.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
614.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
611.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
607.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
602.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
602.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
599.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
598.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
593.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
591.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
590.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
587.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
587.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
587.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
586.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
578.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
576.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
576.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
571.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
563.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
562.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
557.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
555.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
555.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
555.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
555.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
554.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
553.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
551.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
549.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
547.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
542.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
539.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
538.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
532.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
528.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
526.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
526.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
523.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
514.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
508.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
508.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
507.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
500.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
498.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
497.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
497.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
491.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
485.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
467.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
461.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
457.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
454.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
452.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
450.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
427.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
421.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
419.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
418.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
405.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
401.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
400.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
386.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
373.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
363.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
356.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
353.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
350.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
339.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
308.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
307.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
305.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
271.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
216.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
195.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.8
CPT0012550003
Tumor
0.7
CPT0081880003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0001180009
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0002350011
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0086030003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0084590001
Normal
0.2
CPT0078930003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0092790003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0014470001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0000890001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0087050003
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0012770003
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0088710001
Normal
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.