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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.
Survival analysis data not available.
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
0.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
0.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
0.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 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-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 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.
FABP7 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
421.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10415.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
3328.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3003.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2724.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
2718.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
2506.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
2357.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
2347.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
2345.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
2192.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
2178.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
2074.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
2017.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2003.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1962.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1909.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1845.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1813.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1808.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1741.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1735.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1707.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1684.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1638.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1609.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
1580.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1526.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1511.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1508.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1489.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1466.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1464.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1457.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1455.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1452.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1433.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1397.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1385.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1385.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1382.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1378.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1369.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1343.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1324.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1313.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1304.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1302.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1301.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1299.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1288.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1278.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1265.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1239.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1193.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
1192.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1168.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
1164.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1164.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1144.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1131.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1127.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1124.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1117.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1089.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1069.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1065.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1061.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1057.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1055.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1053.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1045.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1018.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1017.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1012.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1009.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1009.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1009.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
994.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
987.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
978.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
970.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
970.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
963.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
958.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
946.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
946.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
938.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
932.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
927.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
926.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
903.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
893.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
889.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
884.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
882.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
877.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
871.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
859.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
848.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
846.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
846.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
843.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
831.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
826.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
821.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
818.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
817.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
810.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
803.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
799.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
792.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
783.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
781.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
773.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
770.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
763.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
754.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
753.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
753.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
752.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
745.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
744.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
742.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
739.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
739.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
713.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
697.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
687.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
659.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
658.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
657.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
650.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
636.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
629.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
627.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
624.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
623.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
608.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
603.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
594.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
591.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
590.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
588.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
585.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
570.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
570.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
564.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
539.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
533.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
528.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
524.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
521.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
505.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
496.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
493.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
475.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
474.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
474.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
472.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
470.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
463.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
453.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
453.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
450.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
432.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
430.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
423.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
422.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
412.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
407.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
404.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
403.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
395.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
387.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
386.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
386.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
379.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
371.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
370.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
366.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
363.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
361.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
356.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
352.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
350.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
343.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
342.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
341.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
341.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
336.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
335.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
333.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
331.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
330.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
325.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
324.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
322.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
308.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
301.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
301.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
293.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
274.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
270.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
266.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
266.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
263.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
260.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
255.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
254.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
253.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
251.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
249.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
246.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
244.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
242.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
241.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
234.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
231.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
230.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
229.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
227.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
226.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
219.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
217.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
210.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
207.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
203.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
202.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
200.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
200.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
198.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
195.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
193.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
192.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
191.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
180.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
178.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
175.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
172.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
170.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
166.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
165.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
165.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
162.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
161.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
161.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
160.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
160.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
153.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
149.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
148.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
148.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
146.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
140.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
138.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
136.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
136.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
133.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
132.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
132.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
127.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
124.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
122.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
118.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
113.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
105.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
104.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
104.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
101.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
97.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
96.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
95.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
92.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
88.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
87.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
85.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
81.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
73.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
73.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
72.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
71.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
70.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
67.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
63.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
61.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
59.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
59.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
58.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
58.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
57.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
55.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
54.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
51.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
45.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
45.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
44.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
43.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
39.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
39.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
39.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
36.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
35.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
33.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
33.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
32.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
32.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
31.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
29.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
27.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
25.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
25.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
25.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
24.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
24.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
23.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
22.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
22.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
20.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
20.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
19.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
19.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
16.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
16.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
16.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
15.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
13.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
11.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
11.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
9.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
8.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
7.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
7.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
7.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
7.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
7.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
7.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
7.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
7.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
7.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
6.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
6.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
6.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
6.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
6.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
6.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
5.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
5.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
5.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
5.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
5.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
5.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
5.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
5.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
5.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
4.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
4.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
4.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
4.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
4.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
4.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
4.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
4.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
4.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
4.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
4.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
4.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
4.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
3.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
3.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
3.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
3.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
3.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
3.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
3.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
3.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
3.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
3.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
3.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
3.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
2.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
2.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
2.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
2.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
2.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
2.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
2.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
2.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
2.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
1.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
1.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
1.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
0.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
0.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
0.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
0.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
0.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
0.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
0.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
0.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
0.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
0.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
0.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
0.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
0.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
0.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
0.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
0.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
0.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
0.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
0.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
0.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
0.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
0.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
0.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
0.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
0.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
0.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
0.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
0.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
0.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
0.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
0.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
0.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 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.
FABP7 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
391.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
6562.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2685.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
2268.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1930.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1921.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1892.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1657.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
1546.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1538.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1432.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1245.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1221.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1150.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1141.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
1083.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
969.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
850.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
812.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
786.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
734.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
719.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
623.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
524.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
512.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
379.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
353.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
237.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
234.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
226.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
225.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
199.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
170.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
150.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
124.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
123.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
89.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
83.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
82.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
62.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
61.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
52.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
52.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
47.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
30.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
30.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
26.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
23.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
19.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
12.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
9.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
7.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
7.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
7.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
6.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
5.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
5.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
5.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
4.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
4.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
4.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
4.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
4.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
3.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
3.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
2.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
2.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
2.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
2.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
2.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
2.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
2.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
0.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
0.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
0.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
0.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
0.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
0.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
0.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
0.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
0.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
0.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
FABP7 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
342.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
224.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
111.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
76.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
49.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
38.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
25.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
3.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
0.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
0.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
0.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
0.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
0.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
0.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
0.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
0.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
0.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
0.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
0.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
0.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
0.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
0.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
0.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
0.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
0.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
0.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
0.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
0.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
0.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
0.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
0.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
0.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
0.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
0.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
0.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
0.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
0.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
0.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
0.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
0.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
0.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
0.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
0.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
0.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
0.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
0.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
0.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
0.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
0.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
0.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
0.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
0.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
0.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
0.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
0.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
0.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
0.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
0.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
0.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
0.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
0.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
0.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
0.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
0.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
0.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
0.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
0.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
0.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
0.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
0.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
0.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
0.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
0.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
0.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
0.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
0.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
0.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
0.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
0.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
0.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
0.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
0.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
0.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
0.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
0.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
0.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
0.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
0.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
0.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
0.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
0.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
0.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
0.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
0.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
0.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
0.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025050003
Tumor
2.9
CPT0078990003
Tumor
2.9
CPT0017410003
Tumor
2.7
CPT0088690003
Tumor
2.7
CPT0085670003
Tumor
2.6
CPT0075130003
Tumor
2.6
CPT0088900003
Tumor
2.5
CPT0025880003
Tumor
2.3
CPT0086870003
Tumor
2.2
CPT0006630003
Tumor
2.2
CPT0010110003
Tumor
2.2
CPT0065870003
Tumor
2.2
CPT0092160003
Tumor
2.0
CPT0065810003
Tumor
2.0
CPT0086360003
Tumor
1.9
CPT0079230003
Tumor
1.9
CPT0092290003
Tumor
1.8
CPT0079410003
Tumor
1.7
CPT0079270003
Tumor
1.7
CPT0015730003
Tumor
1.7
CPT0012670003
Tumor
1.6
CPT0007860003
Tumor
1.6
CPT0012180003
Tumor
1.5
CPT0019990003
Tumor
1.3
CPT0023350003
Tumor
1.3
CPT0077310003
Tumor
0.8
CPT0092790003
Tumor
0.8
CPT0065690003
Tumor
0.7
CPT0000870016
Tumor
0.6
CPT0015910003
Tumor
0.5
CPT0081600003
Tumor
0.5
CPT0015810003
Tumor
0.4
CPT0065750003
Tumor
0.2
CPT0086030003
Tumor
-0.2
CPT0079380003
Tumor
-0.3
CPT0006900003
Tumor
-0.4
CPT0081990003
Tumor
-0.5
CPT0014160003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0025230003
Tumor
-0.7
CPT0001500009
Tumor
-0.7
CPT0014370004
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0069160003
Tumor
-0.7
CPT0020120003
Tumor
-0.9
CPT0025580004
Tumor
-0.9
CPT0087040003
Tumor
-0.9
CPT0014350001
Normal
-1.0
CPT0092310003
Normal
-1.0
CPT0088710001
Normal
-1.1
CPT0019130003
Tumor
-1.1
CPT0001180009
Tumor
-1.1
CPT0014130001
Normal
-1.2
CPT0078800003
Tumor
-1.2
CPT0087050003
Normal
-1.2
CPT0025920001
Normal
-1.2
CPT0079000001
Normal
-1.2
CPT0081620001
Normal
-1.2
CPT0023360001
Normal
-1.3
CPT0001230001
Normal
-1.3
CPT0019160001
Normal
-1.3
CPT0025060001
Normal
-1.3
CPT0001340003
Tumor
-1.3
CPT0092800003
Normal
-1.3
CPT0088920001
Normal
-1.3
CPT0077320001
Normal
-1.3
CPT0063320003
Tumor
-1.3
CPT0088760003
Tumor
-1.3
CPT0002270011
Tumor
-1.3
CPT0063630003
Tumor
-1.4
CPT0063330001
Normal
-1.4
CPT0086830003
Normal
-1.4
CPT0000890001
Normal
-1.4
CPT0001510001
Normal
-1.4
CPT0010160003
Tumor
-1.5
CPT0009080003
Normal
-1.5
CPT0012280003
Tumor
-1.5
CPT0079430001
Normal
-1.5
CPT0086370003
Normal
-1.5
CPT0092740003
Normal
-1.5
CPT0014450004
Tumor
-1.6
CPT0088550004
Tumor
-1.6
CPT0092730003
Tumor
-1.6
CPT0065820001
Normal
-1.6
CPT0010120001
Normal
-1.6
CPT0000640003
Tumor
-1.6
CPT0078670001
Normal
-1.6
CPT0006950001
Normal
-1.7
CPT0001260009
Tumor
-1.7
CPT0079300001
Normal
-1.7
CPT0069000003
Tumor
-1.7
CPT0012920003
Normal
-1.7
CPT0014470001
Normal
-1.7
CPT0006730001
Normal
-1.7
CPT0017850003
Tumor
-1.7
CPT0082010001
Normal
-1.8
CPT0025610001
Normal
-1.8
CPT0002370001
Normal
-1.8
CPT0086890003
Normal
-1.8
CPT0069190001
Normal
-1.8
CPT0075170001
Normal
-1.9
CPT0088570001
Normal
-1.9
CPT0064370003
Tumor
-1.9
CPT0025290003
Tumor
-1.9
CPT0012900004
Tumor
-1.9
CPT0001350001
Normal
-1.9
CPT0076330003
Tumor
-1.9
CPT0007470001
Normal
-2.0
CPT0001190001
Normal
-2.0
CPT0088780001
Normal
-2.1
CPT0084590001
Normal
-2.1
CPT0020130001
Normal
-2.1
CPT0063640001
Normal
-2.2
CPT0002350011
Tumor
-2.2
CPT0086970003
Normal
-2.2
CPT0092190003
Normal
-2.2
CPT0078660003
Tumor
-2.2
CPT0010170001
Normal
-2.2
CPT0075720003
Tumor
-2.2
CPT0064400001
Normal
-2.3
CPT0084560003
Tumor
-2.3
CPT0066480003
Tumor
-2.3
CPT0007320003
Tumor
-2.3
CPT0009000003
Tumor
-2.3
CPT0026410003
Tumor
-2.4
CPT0078930003
Tumor
-2.4
CPT0009060003
Tumor
-2.4
CPT0021240003
Tumor
-2.4
CPT0069010001
Normal
-2.4
CPT0018250001
Normal
-2.5
CPT0086820003
Tumor
-2.5
CPT0079480003
Tumor
-2.6
CPT0086950003
Tumor
-2.6
CPT0012290003
Normal
-2.6
CPT0081880003
Tumor
-2.6
CPT0065930003
Tumor
-2.6
CPT0009020003
Normal
-2.7
CPT0017450001
Normal
-2.7
CPT0012090003
Normal
-2.8
CPT0012640003
Normal
-2.8
CPT0011240003
Tumor
-2.8
CPT0025170003
Tumor
-2.9
CPT0011410003
Tumor
-3.0
CPT0026420001
Normal
-3.2
CPT0066470004
Tumor
-3.3
CPT0076350001
Normal
-3.3
CPT0025110003
Tumor
-3.3
CPT0079180003
Tumor
-3.3
CPT0025350003
Tumor
-3.3
CPT0024680001
Normal
-3.4
CPT0001540009
Tumor
-3.4
CPT0077110003
Tumor
-3.4
CPT0000780007
Tumor
-3.5
CPT0077140001
Normal
-3.6
CPT0006530001
Normal
-3.6
CPT0012550003
Tumor
-3.6
CPT0012370003
Tumor
-3.6
CPT0024670003
Tumor
-3.7
CPT0007870001
Normal
-3.8
CPT0020020001
Normal
-3.8
CPT0006440003
Tumor
-3.8
CPT0077490003
Tumor
-4.0
CPT0089020003
Tumor
-4.0
CPT0023690003
Tumor
-4.0
CPT0012770003
Normal
-4.0
CPT0001270001
Normal
-4.0
CPT0066430001
Normal
-4.1
CPT0089460004
Tumor
-4.1
CPT0012570003
Normal
-4.1
CPT0088970003
Tumor
-4.2
CPT0013790003
Normal
-4.2
CPT0023710001
Normal
-4.3
CPT0075560003
Tumor
-4.4
CPT0078940001
Normal
-4.5
CPT0088640003
Normal
-4.6
CPT0012080003
Tumor
-4.7
CPT0000660001
Normal
-4.8
CPT0078830003
Tumor
-4.8
CPT0066520001
Normal
-4.8
CPT0077500001
Normal
-5.0
CPT0088630003
Tumor
-5.0
CPT0078840001
Normal
-5.0
CPT0001550001
Normal
-5.1
CPT0065430003
Tumor
-5.1
CPT0089480003
Normal
-5.1
CPT0075570001
Normal
-5.2
CPT0065450001
Normal
-5.3
CPT0078530001
Normal
-5.5
CPT0000790001
Normal
-5.8
CPT0088480003
Tumor
-5.9
CPT0089040001
Normal
-5.9
CPT0078510003
Tumor
-6.1
CPT0079510001
Normal
-6.2
CPT0088500001
Normal
-6.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
