We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TOMM7 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
476.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
901.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
812.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
807.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
781.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
769.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
755.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
720.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
683.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
646.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
621.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
611.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
592.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
590.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
590.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
589.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
584.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
581.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
581.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
579.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
579.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
573.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
572.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
562.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
560.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
550.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
505.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
498.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
489.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
476.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
443.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
439.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
439.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
437.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
435.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
431.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
421.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
417.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
416.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
407.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
403.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
403.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
402.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
400.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
395.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
388.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
376.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
371.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
365.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
363.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
362.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
353.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
347.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
347.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
323.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
317.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
314.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
290.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
285.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
276.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
248.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
245.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
189.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
183.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TOMM7 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
682.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2107.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1778.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1729.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1512.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
1493.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1484.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1444.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1397.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1361.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1333.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1308.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1290.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1277.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
1265.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1223.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
1198.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1190.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1189.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1175.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1171.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1170.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1169.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1160.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1148.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1139.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1138.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1136.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1133.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1130.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1126.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1109.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1095.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1055.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1051.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1041.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1033.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1032.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1026.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1023.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1012.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1010.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1006.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
1001.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
994.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
990.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
970.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
970.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
966.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
966.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
960.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
959.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
958.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
958.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
957.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
955.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
952.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
949.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
947.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
947.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
944.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
942.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
935.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
927.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
925.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
925.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
923.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
922.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
917.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
916.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
910.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
908.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
906.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
904.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
903.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
896.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
894.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
893.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
893.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
892.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
890.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
890.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
888.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
886.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
881.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
879.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
877.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
876.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
874.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
872.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
871.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
870.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
870.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
866.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
865.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
864.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
859.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
855.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
853.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
850.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
848.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
845.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
845.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
844.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
843.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
838.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
837.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
833.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
831.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
829.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
827.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
827.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
826.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
826.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
825.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
825.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
823.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
821.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
819.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
818.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
818.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
817.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
817.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
817.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
816.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
816.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
815.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
814.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
813.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
813.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
809.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
806.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
805.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
804.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
803.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
801.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
801.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
798.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
796.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
796.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
795.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
794.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
793.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
791.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
791.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
790.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
790.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
789.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
788.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
788.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
788.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
786.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
786.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
785.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
782.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
781.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
779.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
772.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
772.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
770.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
768.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
768.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
768.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
766.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
765.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
765.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
764.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
761.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
760.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
756.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
753.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
751.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
751.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
749.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
748.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
748.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
748.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
747.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
745.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
743.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
742.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
741.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
741.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
737.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
735.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
734.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
732.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
731.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
731.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
730.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
729.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
727.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
726.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
724.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
723.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
723.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
722.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
722.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
722.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
721.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
719.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
718.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
717.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
716.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
716.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
714.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
713.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
711.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
709.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
708.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
708.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
707.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
707.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
707.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
706.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
705.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
705.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
703.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
702.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
702.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
697.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
695.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
695.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
695.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
695.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
693.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
690.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
690.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
690.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
690.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
687.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
686.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
685.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
685.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
684.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
684.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
682.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
681.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
680.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
680.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
678.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
676.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
676.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
676.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
674.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
673.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
673.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
670.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
669.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
669.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
669.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
668.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
667.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
667.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
666.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
664.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
663.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
660.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
660.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
659.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
658.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
658.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
658.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
658.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
657.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
656.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
656.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
655.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
654.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
654.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
654.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
651.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
651.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
650.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
648.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
646.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
645.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
644.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
642.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
641.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
641.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
641.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
641.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
640.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
638.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
637.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
636.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
635.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
632.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
632.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
632.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
632.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
631.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
630.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
630.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
630.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
629.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
628.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
626.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
625.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
623.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
620.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
620.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
620.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
619.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
619.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
618.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
617.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
616.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
615.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
612.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
611.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
610.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
607.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
607.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
607.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
605.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
603.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
603.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
602.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
602.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
601.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
599.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
598.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
598.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
597.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
596.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
596.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
596.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
595.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
594.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
593.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
590.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
590.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
589.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
589.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
589.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
586.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
586.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
585.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
585.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
581.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
579.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
578.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
577.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
577.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
576.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
576.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
574.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
572.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
571.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
569.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
569.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
569.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
569.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
567.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
566.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
566.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
566.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
566.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
565.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
559.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
559.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
556.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
556.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
555.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
555.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
554.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
553.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
553.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
551.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
551.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
550.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
550.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
549.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
548.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
545.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
542.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
542.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
541.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
541.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
541.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
540.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
536.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
534.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
532.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
531.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
530.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
530.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
529.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
527.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
525.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
524.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
524.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
523.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
522.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
522.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
520.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
519.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
519.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
518.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
517.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
517.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
515.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
515.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
512.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
511.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
507.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
504.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
502.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
501.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
499.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
497.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
495.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
494.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
493.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
491.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
490.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
489.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
488.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
487.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
487.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
482.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
480.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
477.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
476.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
473.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
473.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
473.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
469.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
468.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
467.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
463.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
461.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
457.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
457.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
457.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
457.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
456.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
456.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
455.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
454.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
454.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
454.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
453.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
452.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
450.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
446.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
446.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
445.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
445.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
445.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
442.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
441.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
440.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
439.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
437.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
429.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
427.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
425.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
423.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
421.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
419.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
418.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
418.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
414.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
413.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
412.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
410.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
407.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
407.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
405.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
402.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
402.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
401.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
399.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
396.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
393.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
385.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
378.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
375.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
364.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
362.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
355.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
355.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
349.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
348.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
343.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
343.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
343.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
342.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
341.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
341.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
338.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
331.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
329.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
329.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
329.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
327.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
323.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
312.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
311.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
306.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
306.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
304.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
300.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
295.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
294.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
292.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
266.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
264.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
261.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
259.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
252.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
245.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
237.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
230.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
223.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
214.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
195.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
186.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
TOMM7 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
646.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1202.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1124.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
1112.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1065.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1046.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1031.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
971.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
967.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
965.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
963.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
944.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
919.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
910.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
890.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
886.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
854.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
848.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
846.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
843.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
820.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
816.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
759.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
753.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
753.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
743.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
742.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
725.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
703.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
700.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
696.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
689.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
679.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
676.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
665.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
662.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
660.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
657.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
651.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
648.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
648.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
646.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
646.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
644.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
639.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
637.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
633.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
626.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
624.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
621.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
621.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
616.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
612.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
606.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
603.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
601.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
597.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
592.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
590.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
587.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
585.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
579.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
563.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
562.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
562.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
558.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
550.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
550.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
548.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
545.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
542.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
532.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
532.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
532.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
532.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
530.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
529.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
524.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
521.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
515.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
513.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
504.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
492.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
481.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
472.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
470.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
468.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
461.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
447.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
431.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
424.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
421.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
414.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
410.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
406.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
399.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
374.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
339.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
330.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
281.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
TOMM7 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
525.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2195.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1323.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1231.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1231.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1230.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1146.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1132.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1098.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1097.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1092.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1057.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1025.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1019.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
964.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
921.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
921.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
918.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
902.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
901.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
900.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
879.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
847.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
833.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
824.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
822.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
815.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
813.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
809.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
806.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
804.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
800.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
795.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
789.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
785.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
775.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
772.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
768.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
766.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
766.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
765.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
753.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
751.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
747.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
741.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
738.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
736.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
733.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
733.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
724.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
723.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
722.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
714.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
712.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
712.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
710.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
707.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
702.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
702.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
697.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
696.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
685.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
684.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
677.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
676.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
672.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
669.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
665.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
664.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
659.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
658.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
656.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
656.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
649.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
648.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
642.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
641.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
641.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
637.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
633.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
631.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
628.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
625.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
624.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
621.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
621.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
612.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
610.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
610.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
608.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
608.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
605.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
603.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
603.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
602.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
598.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
594.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
590.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
588.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
578.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
576.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
570.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
569.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
567.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
566.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
563.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
562.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
561.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
560.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
558.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
558.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
555.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
549.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
548.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
547.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
546.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
544.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
543.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
540.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
540.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
538.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
537.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
536.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
536.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
536.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
534.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
533.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
530.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
525.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
525.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
524.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
517.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
516.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
511.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
507.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
506.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
505.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
505.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
503.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
503.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
500.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
497.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
497.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
496.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
484.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
481.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
480.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
480.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
475.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
471.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
470.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
470.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
467.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
465.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
459.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
453.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
453.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
448.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
448.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
445.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
445.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
443.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
442.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
442.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
441.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
440.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
440.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
436.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
433.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
432.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
431.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
430.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
429.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
428.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
427.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
426.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
425.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
425.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
421.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
419.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
418.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
415.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
415.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
414.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
412.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
410.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
410.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
409.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
408.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
408.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
408.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
407.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
403.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
401.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
400.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
400.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
398.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
397.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
387.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
384.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
381.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
375.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
372.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
369.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
368.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
368.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
367.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
365.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
363.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
362.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
358.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
355.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
354.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
353.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
352.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
352.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
351.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
350.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
345.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
342.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
342.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
341.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
339.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
334.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
334.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
331.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
327.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
323.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
322.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
320.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
304.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
302.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
300.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
300.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
300.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
297.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
295.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
294.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
294.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
294.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
293.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
288.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
284.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
284.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
277.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
271.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
265.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
263.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
261.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
261.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
258.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
257.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
255.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
255.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
255.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
250.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
249.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
246.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
237.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
232.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
231.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
227.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
212.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
211.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
208.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
205.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
204.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
201.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
200.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
199.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
193.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
191.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
188.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
183.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
182.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
179.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
167.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
153.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
146.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
140.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
92.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
91.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
38.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092290003
Tumor
1.5
CPT0015730003
Tumor
0.9
CPT0024670003
Tumor
0.8
CPT0001550001
Normal
0.7
CPT0078660003
Tumor
0.7
CPT0079180003
Tumor
0.7
CPT0065450001
Normal
0.7
CPT0012180003
Tumor
0.7
CPT0086370003
Normal
0.6
CPT0092800003
Normal
0.6
CPT0014160003
Tumor
0.6
CPT0026420001
Normal
0.6
CPT0012670003
Tumor
0.6
CPT0023350003
Tumor
0.6
CPT0066520001
Normal
0.5
CPT0002270011
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0078670001
Normal
0.5
CPT0089040001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0088710001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0081620001
Normal
0.4
CPT0092740003
Normal
0.4
CPT0012090003
Normal
0.4
CPT0007860003
Tumor
0.4
CPT0000790001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0066470004
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0089480003
Normal
0.4
CPT0069190001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0025610001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0076350001
Normal
0.3
CPT0006730001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0088640003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0000640003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0088780001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0015910003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0084560003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0063640001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0081600003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0001180009
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0084590001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0001340003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0078800003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0014470001
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0001540009
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0021240003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0075720003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0092190003
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0078830003
Tumor
-0.4
CPT0014370004
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
CPT0001270001
Normal
-0.5
CPT0006630003
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0069000003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0065930003
Tumor
-0.6
CPT0025350003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0086950003
Tumor
-0.6
CPT0078530001
Normal
-0.6
CPT0079230003
Tumor
-0.6
CPT0071150004
Tumor
-0.7
CPT0065870003
Tumor
-0.7
CPT0009060003
Tumor
-0.8
CPT0085670003
Tumor
-0.9
CPT0079380003
Tumor
-1.0
CPT0088900003
Tumor
-1.0
CPT0010160003
Tumor
-1.1
CPT0088760003
Tumor
-1.3
CPT0012370003
Tumor
-1.6
CPT0011240003
Tumor
-1.8
Show allShow less
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.
The Human Protein Atlas project is funded
