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.
TMBIM6 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
731.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1454.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1280.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1261.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1169.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1168.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1098.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1091.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1065.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1061.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1055.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1026.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
994.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
988.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
988.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
941.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
937.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
934.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
920.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
918.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
905.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
902.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
894.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
873.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
835.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
823.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
819.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
808.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
799.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
798.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
790.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
770.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
766.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
750.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
717.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
708.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
676.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
651.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
630.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
623.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
613.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
588.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
576.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
563.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
562.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
527.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
527.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
524.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
508.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
487.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
455.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
452.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
436.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
418.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
415.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
412.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
390.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
390.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
368.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
363.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
294.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
280.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
270.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
268.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
TMBIM6 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
620.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2075.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1756.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1421.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1282.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1247.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1226.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1221.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1215.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1194.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1178.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1176.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1170.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1105.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1085.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1076.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1067.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1058.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1053.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1053.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1048.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1039.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1027.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1026.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1019.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1008.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1007.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1004.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1000.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
990.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
984.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
979.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
976.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
972.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
971.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
970.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
970.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
968.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
966.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
965.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
964.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
962.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
961.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
954.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
948.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
944.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
944.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
943.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
940.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
937.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
932.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
926.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
925.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
922.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
918.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
911.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
908.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
906.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
896.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
895.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
894.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
889.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
887.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
887.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
885.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
885.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
882.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
875.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
874.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
873.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
872.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
872.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
869.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
865.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
863.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
861.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
861.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
861.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
858.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
857.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
856.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
855.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
855.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
855.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
854.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
849.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
845.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
844.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
842.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
834.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
833.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
833.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
831.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
831.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
829.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
829.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
825.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
822.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
822.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
817.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
817.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
816.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
810.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
810.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
806.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
804.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
804.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
799.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
797.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
796.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
794.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
792.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
792.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
790.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
789.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
787.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
786.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
785.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
783.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
781.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
776.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
776.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
774.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
771.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
766.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
765.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
764.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
763.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
762.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
762.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
762.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
761.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
760.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
760.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
759.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
759.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
757.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
757.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
756.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
756.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
756.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
755.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
754.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
753.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
752.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
751.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
751.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
750.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
749.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
748.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
748.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
747.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
741.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
741.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
736.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
735.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
734.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
734.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
733.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
733.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
732.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
731.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
731.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
731.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
730.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
727.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
726.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
726.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
725.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
724.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
723.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
722.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
721.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
721.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
720.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
719.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
719.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
716.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
716.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
711.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
711.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
710.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
709.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
708.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
706.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
704.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
703.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
703.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
703.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
700.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
699.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
697.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
696.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
695.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
694.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
693.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
693.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
692.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
691.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
688.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
688.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
687.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
682.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
679.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
678.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
674.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
674.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
673.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
673.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
673.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
672.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
671.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
670.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
669.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
668.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
668.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
667.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
664.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
660.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
660.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
660.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
659.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
656.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
656.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
656.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
654.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
654.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
653.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
652.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
649.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
648.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
647.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
645.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
645.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
644.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
644.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
643.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
641.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
640.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
639.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
639.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
638.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
638.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
638.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
637.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
636.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
635.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
632.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
632.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
631.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
630.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
630.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
630.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
628.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
626.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
625.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
623.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
623.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
622.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
621.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
621.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
620.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
618.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
616.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
616.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
612.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
612.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
608.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
608.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
606.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
601.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
600.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
598.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
596.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
595.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
595.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
593.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
593.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
592.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
591.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
590.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
588.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
588.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
587.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
586.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
586.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
584.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
584.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
583.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
581.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
581.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
580.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
579.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
577.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
577.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
575.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
573.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
571.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
569.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
568.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
566.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
566.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
566.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
565.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
563.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
561.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
561.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
561.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
561.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
561.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
560.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
560.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
559.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
557.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
557.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
556.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
556.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
554.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
554.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
554.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
553.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
553.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
552.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
552.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
552.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
552.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
551.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
551.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
550.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
542.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
542.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
540.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
537.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
535.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
535.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
534.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
533.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
533.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
531.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
531.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
530.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
528.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
528.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
526.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
525.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
523.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
523.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
522.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
518.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
517.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
515.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
515.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
514.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
512.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
511.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
511.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
509.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
509.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
509.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
507.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
507.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
507.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
506.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
504.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
504.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
502.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
501.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
498.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
496.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
495.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
492.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
492.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
491.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
488.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
486.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
485.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
481.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
481.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
481.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
480.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
478.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
478.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
477.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
475.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
475.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
473.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
473.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
470.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
469.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
467.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
466.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
463.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
457.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
456.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
456.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
455.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
454.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
449.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
448.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
446.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
444.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
443.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
442.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
439.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
435.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
431.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
430.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
420.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
419.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
417.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
414.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
414.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
414.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
408.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
407.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
406.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
406.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
404.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
403.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
401.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
401.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
399.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
398.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
396.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
395.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
392.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
389.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
388.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
381.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
379.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
379.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
378.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
377.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
376.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
373.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
370.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
365.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
364.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
363.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
362.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
362.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
361.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
356.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
351.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
350.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
350.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
346.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
345.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
343.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
343.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
342.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
342.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
340.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
339.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
339.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
335.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
330.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
328.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
326.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
325.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
324.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
320.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
317.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
315.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
315.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
314.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
313.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
311.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
305.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
304.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
304.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
303.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
303.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
302.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
301.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
289.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
289.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
287.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
284.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
283.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
283.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
272.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
271.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
270.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
263.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
261.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
259.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
258.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
257.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
253.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
249.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
246.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
241.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
237.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
235.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
229.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
227.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
227.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
226.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
224.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
221.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
221.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
216.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
205.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
201.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
198.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
198.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
197.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
191.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
189.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
185.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
176.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
170.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
168.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
160.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
149.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
145.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
127.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
115.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
101.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
94.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
TMBIM6 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
665.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1329.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1231.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
1183.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1088.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
1016.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1011.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
967.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
945.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
927.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
910.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
900.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
871.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
869.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
850.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
845.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
843.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
795.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
786.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
781.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
764.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
754.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
753.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
747.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
744.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
743.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
742.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
741.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
740.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
739.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
733.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
731.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
729.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
729.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
728.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
709.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
702.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
701.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
696.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
690.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
680.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
677.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
672.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
667.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
663.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
659.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
658.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
656.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
650.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
645.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
633.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
628.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
614.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
613.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
612.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
612.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
608.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
607.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
604.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
603.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
602.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
599.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
597.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
596.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
590.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
581.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
580.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
572.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
567.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
561.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
559.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
559.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
557.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
551.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
550.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
545.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
540.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
539.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
535.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
532.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
532.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
522.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
519.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
510.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
509.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
500.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
493.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
491.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
484.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
484.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
470.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
468.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
467.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
466.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
459.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
455.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
404.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
398.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
380.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
324.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
TMBIM6 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
616.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1609.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1604.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1386.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1298.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
1284.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
1275.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1268.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
1254.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1188.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1136.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1134.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1095.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1090.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1067.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
1039.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
1033.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
1029.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1014.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1007.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
995.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
984.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
983.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
955.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
948.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
944.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
934.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
929.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
928.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
927.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
924.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
922.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
920.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
920.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
919.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
917.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
904.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
902.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
898.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
891.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
883.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
877.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
876.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
875.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
869.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
868.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
867.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
866.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
866.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
865.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
863.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
863.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
861.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
858.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
855.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
851.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
849.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
847.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
844.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
842.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
837.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
835.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
830.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
829.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
825.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
820.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
816.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
811.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
808.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
807.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
806.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
799.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
789.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
786.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
784.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
773.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
770.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
763.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
756.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
750.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
748.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
746.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
745.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
743.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
737.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
729.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
726.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
725.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
724.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
723.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
721.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
721.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
721.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
718.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
717.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
716.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
714.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
712.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
712.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
710.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
704.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
704.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
698.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
697.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
696.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
694.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
692.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
692.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
692.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
688.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
685.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
682.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
682.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
682.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
682.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
681.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
678.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
676.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
669.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
669.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
659.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
656.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
647.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
634.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
630.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
629.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
623.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
623.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
623.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
617.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
616.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
615.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
615.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
607.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
607.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
601.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
598.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
595.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
594.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
594.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
593.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
588.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
588.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
587.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
585.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
584.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
581.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
579.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
578.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
578.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
571.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
570.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
569.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
566.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
561.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
561.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
557.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
555.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
548.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
545.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
544.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
543.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
541.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
540.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
539.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
538.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
537.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
535.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
534.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
530.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
527.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
523.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
523.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
518.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
516.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
515.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
508.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
507.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
506.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
506.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
496.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
495.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
490.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
484.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
478.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
477.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
475.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
467.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
467.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
467.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
457.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
456.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
456.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
455.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
453.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
447.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
445.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
444.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
442.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
439.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
438.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
436.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
436.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
436.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
431.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
430.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
427.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
427.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
427.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
425.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
424.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
421.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
421.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
420.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
418.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
413.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
413.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
413.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
413.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
412.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
398.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
398.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
393.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
386.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
381.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
380.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
377.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
377.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
377.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
376.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
375.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
374.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
374.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
366.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
364.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
362.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
361.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
356.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
352.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
351.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
349.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
345.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
337.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
336.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
334.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
325.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
324.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
322.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
318.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
313.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
302.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
299.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
297.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
296.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
294.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
290.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
288.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
279.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
276.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
272.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
272.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
270.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
269.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
266.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
266.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
247.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
232.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
228.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
228.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
212.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
208.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
206.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
205.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
202.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
199.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
197.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
195.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
192.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
191.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
187.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
184.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
175.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
114.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
1.6
CPT0014450004
Tumor
1.6
CPT0088970003
Tumor
1.4
CPT0086820003
Tumor
1.2
CPT0012550003
Tumor
1.1
CPT0001180009
Tumor
1.0
CPT0092800003
Normal
0.9
CPT0079270003
Tumor
0.9
CPT0092310003
Normal
0.8
CPT0023350003
Tumor
0.8
CPT0001340003
Tumor
0.8
CPT0089480003
Normal
0.7
CPT0000790001
Normal
0.7
CPT0015730003
Tumor
0.7
CPT0006730001
Normal
0.7
CPT0024670003
Tumor
0.7
CPT0065450001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0065810003
Tumor
0.6
CPT0023360001
Normal
0.6
CPT0012180003
Tumor
0.6
CPT0077110003
Tumor
0.5
CPT0088710001
Normal
0.5
CPT0002350011
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0088640003
Normal
0.5
CPT0065820001
Normal
0.5
CPT0078830003
Tumor
0.5
CPT0086370003
Normal
0.5
CPT0088690003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0006950001
Normal
0.5
CPT0069000003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0000890001
Normal
0.4
CPT0002270011
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0078840001
Normal
0.4
CPT0001230001
Normal
0.4
CPT0079000001
Normal
0.4
CPT0088920001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0079480003
Tumor
0.3
CPT0092740003
Normal
0.3
CPT0011410003
Tumor
0.3
CPT0078940001
Normal
0.3
CPT0025230003
Tumor
0.3
CPT0079430001
Normal
0.3
CPT0025350003
Tumor
0.3
CPT0023710001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0088780001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0087040003
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0026420001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0007470001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0078670001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0010170001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0001350001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0065430003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0088500001
Normal
-0.2
CPT0086030003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0025050003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0000640003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0001190001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0086870003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0076350001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0001260009
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0014370004
Tumor
-0.4
CPT0012770003
Normal
-0.4
CPT0077310003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0010120001
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0081990003
Tumor
-0.4
CPT0012090003
Normal
-0.5
CPT0077490003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0079510001
Normal
-0.5
CPT0078930003
Tumor
-0.5
CPT0075170001
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0002370001
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0089460004
Tumor
-0.5
CPT0079180003
Tumor
-0.5
CPT0064370003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0014470001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0009000003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0012080003
Tumor
-0.5
CPT0078530001
Normal
-0.6
CPT0086950003
Tumor
-0.6
CPT0024680001
Normal
-0.6
CPT0081600003
Tumor
-0.7
CPT0018250001
Normal
-0.7
CPT0092290003
Tumor
-0.7
CPT0012640003
Normal
-0.7
CPT0079300001
Normal
-0.8
CPT0012570003
Normal
-0.8
CPT0012920003
Normal
-0.8
CPT0092790003
Tumor
-0.9
CPT0021240003
Tumor
-0.9
CPT0076330003
Tumor
-1.0
CPT0012900004
Tumor
-1.0
CPT0069160003
Tumor
-1.0
CPT0015910003
Tumor
-1.1
CPT0065690003
Tumor
-1.1
CPT0066480003
Tumor
-1.2
CPT0009060003
Tumor
-1.2
CPT0011240003
Tumor
-1.3
CPT0065930003
Tumor
-1.5
CPT0000780007
Tumor
-1.6
CPT0017410003
Tumor
-3.0
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
