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.
P4HB 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
180.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
412.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
394.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
364.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
351.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
323.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
318.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
314.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
291.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
274.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
267.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
266.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
264.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
248.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
243.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
237.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
232.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
222.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
221.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
221.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
202.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
195.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
193.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
190.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
188.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
188.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
184.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
181.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
171.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
169.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
168.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
166.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
162.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
159.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
159.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
156.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
154.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
152.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
151.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
150.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
150.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
142.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
138.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
133.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
132.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
130.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
129.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
128.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
123.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
120.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
118.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
117.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
113.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
108.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
107.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
101.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
99.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
95.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
91.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
82.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
81.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
79.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
64.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
24.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
P4HB 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
446.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1787.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1756.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1744.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1572.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1552.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1427.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1340.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1302.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1248.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1160.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1134.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1084.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1077.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1074.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1027.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1027.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1008.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1005.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
981.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
965.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
935.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
928.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
921.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
919.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
894.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
893.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
891.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
885.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
873.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
851.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
839.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
836.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
825.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
816.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
804.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
800.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
791.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
780.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
761.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
758.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
754.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
753.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
739.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
738.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
731.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
729.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
729.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
727.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
726.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
725.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
723.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
722.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
718.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
712.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
711.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
695.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
695.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
694.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
690.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
689.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
688.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
683.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
680.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
676.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
676.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
675.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
671.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
670.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
669.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
668.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
666.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
658.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
655.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
653.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
653.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
651.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
650.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
650.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
645.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
641.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
640.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
639.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
639.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
634.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
631.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
626.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
623.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
623.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
621.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
619.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
616.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
612.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
611.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
611.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
609.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
608.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
608.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
606.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
604.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
603.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
600.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
600.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
599.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
593.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
592.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
591.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
591.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
588.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
587.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
586.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
583.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
583.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
582.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
580.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
580.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
580.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
578.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
573.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
573.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
571.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
571.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
570.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
570.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
569.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
567.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
565.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
563.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
558.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
557.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
555.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
554.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
550.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
549.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
549.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
546.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
544.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
544.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
541.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
540.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
539.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
536.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
534.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
534.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
533.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
529.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
529.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
528.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
527.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
527.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
527.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
524.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
520.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
519.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
517.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
516.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
515.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
514.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
514.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
513.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
513.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
510.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
510.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
509.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
508.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
507.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
506.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
505.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
504.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
503.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
503.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
500.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
499.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
497.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
494.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
493.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
490.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
488.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
488.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
487.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
486.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
485.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
483.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
482.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
481.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
480.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
480.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
479.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
479.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
475.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
473.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
472.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
472.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
472.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
468.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
468.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
466.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
463.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
463.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
462.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
461.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
461.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
459.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
458.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
457.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
456.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
453.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
453.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
451.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
451.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
451.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
449.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
449.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
449.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
447.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
445.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
445.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
445.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
443.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
442.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
441.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
439.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
438.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
438.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
438.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
437.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
436.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
436.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
436.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
436.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
435.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
434.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
432.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
431.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
431.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
431.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
430.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
429.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
429.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
427.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
426.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
426.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
426.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
425.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
424.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
424.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
423.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
423.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
422.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
422.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
422.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
421.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
421.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
419.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
418.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
417.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
416.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
415.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
414.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
414.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
413.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
413.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
412.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
412.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
411.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
411.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
410.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
409.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
407.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
407.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
407.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
405.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
405.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
402.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
401.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
400.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
400.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
400.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
398.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
396.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
396.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
396.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
395.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
395.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
394.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
394.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
392.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
389.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
389.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
387.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
387.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
387.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
385.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
384.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
384.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
382.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
382.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
382.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
382.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
381.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
381.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
381.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
381.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
380.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
380.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
380.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
380.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
379.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
379.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
378.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
377.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
376.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
376.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
375.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
373.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
373.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
372.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
372.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
371.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
371.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
369.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
368.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
365.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
364.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
363.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
363.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
362.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
362.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
362.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
360.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
360.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
359.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
358.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
358.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
358.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
358.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
357.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
356.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
356.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
356.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
355.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
355.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
353.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
353.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
353.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
353.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
352.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
351.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
350.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
350.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
349.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
349.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
348.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
347.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
344.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
342.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
339.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
339.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
339.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
338.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
337.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
336.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
335.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
335.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
334.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
334.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
334.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
333.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
332.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
331.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
330.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
329.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
329.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
327.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
327.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
327.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
325.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
325.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
322.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
322.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
321.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
319.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
319.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
318.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
317.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
317.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
317.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
317.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
316.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
313.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
311.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
310.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
309.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
309.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
307.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
306.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
303.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
303.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
302.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
299.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
298.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
294.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
293.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
292.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
291.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
291.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
290.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
286.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
283.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
283.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
282.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
281.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
280.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
275.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
274.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
274.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
274.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
273.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
272.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
272.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
270.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
270.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
270.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
264.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
260.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
254.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
254.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
253.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
253.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
248.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
247.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
244.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
241.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
240.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
238.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
236.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
235.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
235.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
235.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
234.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
231.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
230.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
225.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
225.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
224.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
219.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
219.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
214.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
208.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
207.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
206.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
204.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
201.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
199.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
199.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
199.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
196.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
194.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
185.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
181.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
180.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
174.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
169.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
169.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
166.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
164.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
158.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
155.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
151.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
151.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
146.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
143.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
143.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
142.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
140.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
133.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
132.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
129.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
125.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
124.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
121.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
120.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
119.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
119.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
118.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
115.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
114.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
112.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
109.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
107.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
103.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
103.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
102.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
99.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
96.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
95.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
95.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
92.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
90.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
90.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
85.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
81.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
79.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
78.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
78.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
77.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
76.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
72.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
65.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
64.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
61.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
54.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
46.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
40.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
36.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
36.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
28.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
26.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
25.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
18.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
P4HB is potential prognostic, high expression is unfavorable 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
575.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1939.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1636.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1453.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
1357.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1301.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1258.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1194.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1100.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1052.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1019.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
965.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
931.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
905.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
883.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
845.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
792.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
778.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
753.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
733.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
699.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
691.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
686.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
665.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
663.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
661.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
649.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
638.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
604.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
600.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
596.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
591.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
590.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
582.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
582.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
581.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
558.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
557.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
546.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
544.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
544.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
528.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
526.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
523.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
521.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
515.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
510.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
494.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
493.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
492.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
490.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
490.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
487.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
485.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
484.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
483.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
474.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
470.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
465.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
462.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
451.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
450.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
447.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
436.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
435.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
431.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
429.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
429.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
428.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
426.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
422.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
422.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
398.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
397.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
396.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
384.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
382.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
381.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
377.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
376.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
363.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
352.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
350.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
340.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
336.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
333.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
329.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
325.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
324.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
322.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
304.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
296.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
288.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
288.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
270.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
259.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
249.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
245.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
226.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
189.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
P4HB 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
395.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2220.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1501.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1065.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1050.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1050.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1029.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1007.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
923.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
923.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
910.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
893.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
891.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
815.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
788.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
775.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
762.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
756.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
755.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
725.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
724.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
722.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
704.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
699.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
692.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
688.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
687.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
686.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
685.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
685.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
670.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
659.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
653.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
650.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
648.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
645.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
641.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
633.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
632.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
626.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
625.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
620.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
619.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
614.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
610.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
604.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
603.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
599.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
598.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
597.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
593.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
584.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
582.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
581.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
579.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
579.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
572.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
569.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
566.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
559.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
559.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
558.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
556.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
554.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
545.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
544.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
542.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
541.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
541.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
538.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
536.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
536.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
534.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
532.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
528.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
524.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
522.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
522.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
519.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
518.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
518.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
514.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
503.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
501.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
500.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
500.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
498.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
497.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
496.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
495.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
491.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
489.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
487.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
484.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
483.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
483.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
481.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
478.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
471.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
470.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
469.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
465.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
460.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
458.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
457.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
456.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
456.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
452.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
441.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
441.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
440.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
439.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
433.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
431.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
429.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
425.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
424.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
420.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
416.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
415.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
414.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
406.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
405.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
405.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
400.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
400.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
398.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
397.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
396.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
392.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
391.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
391.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
386.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
386.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
383.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
383.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
381.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
379.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
376.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
375.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
373.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
373.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
369.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
364.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
362.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
356.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
354.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
353.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
352.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
352.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
351.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
346.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
345.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
341.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
339.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
337.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
337.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
336.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
334.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
333.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
330.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
328.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
328.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
327.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
325.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
323.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
323.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
319.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
318.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
317.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
311.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
309.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
309.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
308.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
305.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
297.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
296.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
294.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
293.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
291.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
289.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
287.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
282.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
277.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
274.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
274.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
273.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
272.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
272.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
267.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
267.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
266.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
265.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
265.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
264.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
261.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
261.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
261.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
260.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
259.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
259.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
255.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
255.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
254.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
248.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
245.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
243.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
242.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
238.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
237.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
229.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
228.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
228.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
225.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
223.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
221.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
220.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
219.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
219.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
219.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
219.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
208.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
208.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
204.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
202.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
198.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
198.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
197.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
196.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
190.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
188.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
175.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
170.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
169.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
165.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
164.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
160.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
159.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
157.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
156.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
148.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
143.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
137.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
127.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
123.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
123.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
122.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
119.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
118.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
118.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
117.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
116.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
115.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
114.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
104.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
102.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
96.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
86.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
82.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
80.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
79.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
78.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
65.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
60.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
59.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
58.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
56.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
43.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
38.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
37.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
37.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
36.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
31.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
31.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
19.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086950003
Tumor
1.7
CPT0076330003
Tumor
1.6
CPT0001340003
Tumor
1.6
CPT0023350003
Tumor
1.5
CPT0002350011
Tumor
1.5
CPT0079270003
Tumor
1.5
CPT0025110003
Tumor
1.3
CPT0001180009
Tumor
1.3
CPT0069160003
Tumor
1.1
CPT0081880003
Tumor
1.0
CPT0012180003
Tumor
1.0
CPT0086820003
Tumor
1.0
CPT0088550004
Tumor
0.9
CPT0024670003
Tumor
0.8
CPT0012550003
Tumor
0.8
CPT0063630003
Tumor
0.8
CPT0077110003
Tumor
0.8
CPT0065430003
Tumor
0.8
CPT0014450004
Tumor
0.7
CPT0025880003
Tumor
0.7
CPT0025050003
Tumor
0.7
CPT0014160003
Tumor
0.7
CPT0078830003
Tumor
0.7
CPT0012900004
Tumor
0.6
CPT0012280003
Tumor
0.6
CPT0010110003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0025230003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0001260009
Tumor
0.5
CPT0078800003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0065810003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0026410003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0081990003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0025580004
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0002270011
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0000780007
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0075720003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0013790003
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0015910003
Tumor
-0.4
CPT0088780001
Normal
-0.4
CPT0077320001
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0064400001
Normal
-0.5
CPT0006730001
Normal
-0.5
CPT0092740003
Normal
-0.5
CPT0092190003
Normal
-0.5
CPT0014350001
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0092310003
Normal
-0.5
CPT0092800003
Normal
-0.5
CPT0014470001
Normal
-0.5
CPT0026420001
Normal
-0.5
CPT0012570003
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0069190001
Normal
-0.5
CPT0000660001
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0017450001
Normal
-0.5
CPT0001350001
Normal
-0.5
CPT0010120001
Normal
-0.5
CPT0088570001
Normal
-0.5
CPT0025610001
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0024680001
Normal
-0.6
CPT0063640001
Normal
-0.6
CPT0081620001
Normal
-0.6
CPT0023710001
Normal
-0.6
CPT0087050003
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0063330001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0000790001
Normal
-0.6
CPT0012290003
Normal
-0.6
CPT0082010001
Normal
-0.6
CPT0089040001
Normal
-0.6
CPT0066520001
Normal
-0.6
CPT0075170001
Normal
-0.6
CPT0065450001
Normal
-0.6
CPT0088710001
Normal
-0.6
CPT0014130001
Normal
-0.6
CPT0089480003
Normal
-0.6
CPT0018250001
Normal
-0.6
CPT0088500001
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0012090003
Normal
-0.6
CPT0077500001
Normal
-0.6
CPT0086830003
Normal
-0.6
CPT0007470001
Normal
-0.7
CPT0086890003
Normal
-0.7
CPT0012770003
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0088640003
Normal
-0.7
CPT0065820001
Normal
-0.7
CPT0001510001
Normal
-0.7
CPT0020130001
Normal
-0.7
CPT0025920001
Normal
-0.7
CPT0007870001
Normal
-0.7
CPT0002370001
Normal
-0.7
CPT0001550001
Normal
-0.8
CPT0009080003
Normal
-0.8
CPT0069010001
Normal
-0.8
CPT0086370003
Normal
-0.8
CPT0079510001
Normal
-0.8
CPT0009020003
Normal
-0.8
CPT0079000001
Normal
-0.8
CPT0019160001
Normal
-0.8
CPT0001230001
Normal
-0.9
CPT0012920003
Normal
-0.9
CPT0088970003
Tumor
-0.9
CPT0012640003
Normal
-0.9
CPT0079300001
Normal
-0.9
CPT0078660003
Tumor
-1.1
CPT0079180003
Tumor
-1.3
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
