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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.
SLC3A1 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
49.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
512.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
291.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
246.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
227.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
200.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
156.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
122.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
120.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
119.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
114.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
113.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
105.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
96.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
60.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
59.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
59.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
52.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
46.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
38.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
38.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
37.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
36.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
22.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
21.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
18.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
16.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
13.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
12.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
10.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
6.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
2.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 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.
SLC3A1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
434.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1675.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1642.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1625.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1463.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1459.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1404.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1363.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1325.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1298.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1295.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
1293.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1263.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1254.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1232.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1168.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1155.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1124.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1088.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1071.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1055.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1054.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1037.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1033.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1033.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
1022.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1022.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1005.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1002.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1002.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
991.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
963.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
962.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
948.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
945.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
944.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
933.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
931.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
916.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
916.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
909.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
896.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
882.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
872.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
866.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
862.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
852.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
852.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
848.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
843.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
842.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
837.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
836.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
832.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
826.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
823.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
823.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
821.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
820.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
817.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
813.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
811.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
804.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
801.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
798.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
797.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
790.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
785.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
779.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
775.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
768.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
768.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
757.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
756.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
756.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
755.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
743.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
741.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
737.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
737.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
734.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
734.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
733.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
729.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
725.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
725.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
723.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
718.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
718.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
714.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
714.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
710.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
709.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
706.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
704.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
704.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
703.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
699.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
696.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
696.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
695.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
694.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
690.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
686.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
682.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
681.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
679.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
677.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
674.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
671.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
670.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
669.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
668.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
666.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
666.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
663.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
657.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
652.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
651.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
644.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
643.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
643.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
640.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
639.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
638.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
635.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
633.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
632.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
631.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
628.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
628.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
628.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
628.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
623.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
623.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
623.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
621.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
617.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
617.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
615.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
611.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
609.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
609.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
605.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
604.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
602.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
601.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
601.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
599.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
598.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
598.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
594.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
590.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
587.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
585.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
579.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
575.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
575.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
574.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
568.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
567.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
563.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
556.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
556.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
555.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
555.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
552.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
551.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
547.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
545.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
544.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
542.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
541.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
539.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
537.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
536.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
535.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
535.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
534.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
531.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
530.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
530.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
527.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
524.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
520.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
519.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
518.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
516.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
513.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
511.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
511.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
510.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
509.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
508.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
508.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
506.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
503.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
503.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
502.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
501.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
500.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
500.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
497.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
495.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
492.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
488.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
486.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
486.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
485.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
485.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
481.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
481.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
479.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
478.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
478.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
477.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
475.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
472.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
463.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
461.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
458.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
457.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
456.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
453.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
451.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
450.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
449.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
447.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
437.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
436.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
435.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
435.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
434.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
428.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
426.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
426.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
426.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
425.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
423.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
421.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
419.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
417.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
415.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
414.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
414.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
412.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
410.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
409.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
405.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
405.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
404.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
402.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
399.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
399.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
399.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
399.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
397.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
397.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
394.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
394.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
393.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
390.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
387.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
384.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
382.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
380.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
380.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
378.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
378.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
378.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
371.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
370.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
368.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
368.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
365.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
365.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
364.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
364.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
362.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
362.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
359.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
348.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
348.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
347.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
343.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
341.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
340.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
337.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
335.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
335.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
334.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
334.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
334.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
329.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
329.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
327.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
325.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
323.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
323.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
320.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
318.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
315.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
315.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
313.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
313.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
312.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
311.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
305.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
305.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
305.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
304.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
304.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
302.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
301.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
301.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
299.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
298.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
295.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
295.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
294.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
293.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
292.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
292.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
289.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
289.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
286.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
286.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
286.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
285.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
283.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
282.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
281.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
280.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
278.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
277.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
277.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
277.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
274.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
273.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
267.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
265.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
265.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
264.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
263.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
260.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
260.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
257.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
256.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
254.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
251.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
250.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
248.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
247.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
246.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
245.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
245.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
242.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
242.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
240.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
239.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
239.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
238.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
238.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
236.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
227.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
227.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
227.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
226.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
226.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
226.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
225.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
223.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
222.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
220.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
220.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
218.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
218.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
217.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
215.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
214.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
211.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
210.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
209.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
209.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
209.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
204.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
203.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
203.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
203.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
202.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
202.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
199.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
198.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
196.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
191.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
188.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
182.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
182.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
178.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
178.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
174.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
173.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
170.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
165.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
164.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
163.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
162.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
156.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
156.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
155.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
155.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
149.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
148.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
147.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
143.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
140.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
139.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
136.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
131.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
129.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
129.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
128.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
127.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
126.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
125.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
125.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
124.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
123.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
123.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
123.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
121.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
121.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
119.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
119.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
119.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
118.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
114.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
112.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
109.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
107.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
103.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
102.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
101.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
99.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
98.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
96.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
96.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
96.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
94.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
93.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
92.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
85.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
81.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
80.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
79.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
79.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
78.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
77.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
77.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
76.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
75.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
74.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
73.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
70.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
69.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
66.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
66.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
64.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
64.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
61.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
59.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
56.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
56.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
54.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
54.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
53.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
49.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
48.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
48.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
45.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
43.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
40.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
37.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
35.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
35.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
34.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
32.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
32.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
30.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
30.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
29.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
29.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
28.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
28.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
27.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
27.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
24.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
23.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
22.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
21.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
21.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
19.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
17.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
17.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
12.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
4.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 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.
SLC3A1 is validated prognostic, high expression is favorable 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
517.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1470.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1369.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1296.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1191.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
1105.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1091.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1060.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1055.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1017.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1013.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
969.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
873.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
871.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
863.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
800.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
789.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
782.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
782.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
776.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
743.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
735.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
718.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
718.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
717.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
715.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
712.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
695.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
685.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
669.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
659.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
649.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
637.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
624.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
621.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
615.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
607.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
603.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
596.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
594.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
591.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
584.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
581.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
567.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
550.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
538.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
537.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
536.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
534.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
528.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
504.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
483.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
483.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
446.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
435.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
430.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
418.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
399.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
393.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
380.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
367.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
364.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
357.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
353.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
350.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
340.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
335.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
334.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
326.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
322.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
321.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
310.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
307.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
304.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
289.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
289.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
282.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
266.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
262.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
260.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
260.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
254.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
244.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
242.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
241.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
233.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
196.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
193.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
191.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
182.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
178.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
167.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
154.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
65.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
44.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
39.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
25.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
21.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 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.
SLC3A1 is potential prognostic, high expression is favorable 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
401.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2025.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1540.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1431.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1410.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1404.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1355.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1167.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1139.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1134.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1112.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1106.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1026.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
990.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
988.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
938.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
929.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
927.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
914.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
886.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
850.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
846.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
826.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
815.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
807.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
802.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
795.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
794.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
794.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
788.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
785.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
774.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
774.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
742.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
730.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
729.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
725.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
718.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
692.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
682.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
678.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
664.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
661.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
639.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
635.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
627.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
620.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
620.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
617.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
610.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
598.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
594.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
592.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
590.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
581.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
577.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
572.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
571.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
571.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
563.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
561.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
559.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
554.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
550.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
548.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
521.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
515.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
515.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
514.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
512.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
510.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
507.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
505.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
502.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
500.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
499.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
498.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
497.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
497.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
487.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
485.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
485.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
480.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
475.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
474.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
472.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
470.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
462.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
460.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
458.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
453.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
453.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
452.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
449.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
445.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
444.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
440.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
435.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
431.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
430.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
427.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
422.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
422.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
419.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
416.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
415.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
412.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
409.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
404.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
401.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
401.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
400.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
393.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
392.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
386.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
382.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
382.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
382.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
381.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
379.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
379.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
378.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
377.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
376.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
376.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
375.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
371.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
370.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
369.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
365.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
363.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
361.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
349.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
344.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
342.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
339.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
338.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
337.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
337.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
336.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
335.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
333.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
330.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
329.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
328.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
325.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
325.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
325.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
323.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
321.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
320.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
320.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
316.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
312.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
311.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
310.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
309.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
306.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
303.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
303.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
303.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
300.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
300.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
293.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
291.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
289.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
288.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
288.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
284.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
283.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
280.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
279.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
277.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
277.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
277.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
276.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
275.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
263.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
263.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
261.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
260.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
260.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
259.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
258.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
252.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
251.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
249.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
249.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
248.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
247.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
246.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
246.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
246.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
246.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
245.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
239.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
237.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
236.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
235.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
234.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
234.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
232.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
232.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
231.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
226.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
225.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
224.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
219.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
219.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
218.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
213.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
206.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
206.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
206.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
205.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
205.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
204.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
200.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
200.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
197.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
197.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
192.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
191.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
190.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
186.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
184.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
182.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
180.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
171.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
170.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
166.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
160.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
160.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
158.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
155.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
153.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
152.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
152.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
152.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
151.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
151.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
150.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
144.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
144.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
144.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
143.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
143.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
142.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
135.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
135.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
127.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
127.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
123.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
122.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
119.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
117.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
116.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
112.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
104.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
101.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
100.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
99.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
98.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
90.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
86.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
83.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
83.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
77.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
72.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
69.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
62.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
57.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
55.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
43.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
39.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
20.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
15.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0089480003
Normal
1.4
CPT0065450001
Normal
1.3
CPT0026420001
Normal
1.3
CPT0023360001
Normal
1.3
CPT0000790001
Normal
1.2
CPT0092740003
Normal
1.2
CPT0088710001
Normal
1.0
CPT0010170001
Normal
1.0
CPT0006950001
Normal
1.0
CPT0079430001
Normal
1.0
CPT0088920001
Normal
0.9
CPT0092800003
Normal
0.9
CPT0092310003
Normal
0.9
CPT0078840001
Normal
0.9
CPT0012770003
Normal
0.9
CPT0001350001
Normal
0.9
CPT0077500001
Normal
0.8
CPT0088780001
Normal
0.8
CPT0066430001
Normal
0.8
CPT0012290003
Normal
0.8
CPT0077140001
Normal
0.8
CPT0082010001
Normal
0.8
CPT0007470001
Normal
0.8
CPT0023710001
Normal
0.8
CPT0000890001
Normal
0.7
CPT0088640003
Normal
0.7
CPT0081620001
Normal
0.7
CPT0014350001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0013790003
Normal
0.6
CPT0025920001
Normal
0.6
CPT0012570003
Normal
0.6
CPT0086830003
Normal
0.6
CPT0014130001
Normal
0.5
CPT0020130001
Normal
0.5
CPT0025060001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0089040001
Normal
0.4
CPT0069010001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0007320003
Tumor
0.4
CPT0066520001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0001190001
Normal
0.4
CPT0065820001
Normal
0.4
CPT0078670001
Normal
0.4
CPT0088570001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0020020001
Normal
0.3
CPT0078530001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0075570001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0078940001
Normal
0.2
CPT0086890003
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0001270001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0010120001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0010110003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0087040003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0079270003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0001500009
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0012550003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0009020003
Normal
-0.4
CPT0006630003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0010160003
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0014470001
Normal
-0.5
CPT0006900003
Tumor
-0.5
CPT0012280003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0019990003
Tumor
-0.5
CPT0078510003
Tumor
-0.6
CPT0023350003
Tumor
-0.6
CPT0007860003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0078800003
Tumor
-0.6
CPT0084590001
Normal
-0.7
CPT0077110003
Tumor
-0.7
CPT0001540009
Tumor
-0.7
CPT0025880003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0009000003
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0086950003
Tumor
-0.7
CPT0024670003
Tumor
-0.7
CPT0081990003
Tumor
-0.8
CPT0088630003
Tumor
-0.8
CPT0088970003
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0069000003
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0066470004
Tumor
-0.8
CPT0012640003
Normal
-0.8
CPT0088760003
Tumor
-0.8
CPT0063630003
Tumor
-0.9
CPT0079300001
Normal
-0.9
CPT0026410003
Tumor
-0.9
CPT0075130003
Tumor
-0.9
CPT0088900003
Tumor
-0.9
CPT0092190003
Normal
-0.9
CPT0009060003
Tumor
-0.9
CPT0025110003
Tumor
-1.0
CPT0006440003
Tumor
-1.0
CPT0014370004
Tumor
-1.0
CPT0000640003
Tumor
-1.0
CPT0023690003
Tumor
-1.0
CPT0025290003
Tumor
-1.0
CPT0092790003
Tumor
-1.0
CPT0025050003
Tumor
-1.0
CPT0086870003
Tumor
-1.1
CPT0065690003
Tumor
-1.1
CPT0086030003
Tumor
-1.1
CPT0000780007
Tumor
-1.1
CPT0012370003
Tumor
-1.1
CPT0021240003
Tumor
-1.1
CPT0012080003
Tumor
-1.1
CPT0002270011
Tumor
-1.1
CPT0081600003
Tumor
-1.1
CPT0079510001
Normal
-1.2
CPT0075560003
Tumor
-1.2
CPT0077490003
Tumor
-1.2
CPT0011410003
Tumor
-1.2
CPT0066480003
Tumor
-1.2
CPT0012900004
Tumor
-1.2
CPT0011240003
Tumor
-1.3
CPT0079380003
Tumor
-1.3
CPT0081880003
Tumor
-1.3
CPT0069160003
Tumor
-1.4
CPT0088690003
Tumor
-1.4
CPT0001260009
Tumor
-1.4
CPT0085670003
Tumor
-1.4
CPT0076330003
Tumor
-1.5
CPT0012180003
Tumor
-1.6
CPT0017850003
Tumor
-1.6
CPT0001340003
Tumor
-1.9
CPT0079180003
Tumor
-2.0
CPT0078660003
Tumor
-2.0
CPT0088550004
Tumor
-2.1
CPT0017410003
Tumor
-2.2
CPT0084560003
Tumor
-2.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
