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.
PTTG1IP 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
127.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
343.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
203.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
196.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
187.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
180.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
179.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
171.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
170.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
166.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
166.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
163.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
161.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
159.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
158.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
155.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
154.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
151.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
151.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
151.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
150.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
150.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
146.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
142.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
141.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
141.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
140.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
137.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
137.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
136.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
136.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
135.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
134.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
133.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
132.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
127.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
126.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
124.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
121.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
119.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
117.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
112.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
111.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
108.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
106.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
104.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
103.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
98.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
95.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
93.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
91.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
91.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
82.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
82.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
82.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
79.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
74.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
70.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
66.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
63.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
60.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
57.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
44.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
33.7
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.
PTTG1IP 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
303.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1133.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
1047.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1035.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
995.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
795.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
775.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
732.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
716.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
713.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
699.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
691.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
680.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
652.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
604.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
594.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
592.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
571.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
565.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
558.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
555.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
555.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
554.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
549.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
547.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
546.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
541.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
536.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
535.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
535.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
535.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
534.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
533.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
517.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
514.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
513.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
510.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
509.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
506.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
505.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
496.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
493.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
492.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
484.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
482.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
481.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
481.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
481.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
480.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
477.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
475.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
475.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
474.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
473.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
473.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
471.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
470.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
470.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
469.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
465.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
464.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
464.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
463.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
456.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
454.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
454.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
453.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
452.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
450.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
450.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
445.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
445.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
438.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
436.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
435.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
432.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
431.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
428.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
427.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
427.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
426.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
424.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
422.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
422.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
421.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
418.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
418.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
414.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
413.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
411.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
408.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
402.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
402.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
400.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
399.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
398.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
397.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
397.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
397.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
395.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
395.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
393.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
393.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
393.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
393.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
389.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
388.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
386.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
384.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
382.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
381.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
380.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
380.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
379.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
379.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
378.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
378.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
376.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
375.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
375.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
373.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
371.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
371.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
371.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
370.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
369.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
368.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
368.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
367.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
367.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
366.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
364.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
362.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
361.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
360.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
359.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
358.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
357.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
357.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
356.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
356.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
355.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
355.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
354.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
352.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
351.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
351.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
351.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
350.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
347.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
346.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
345.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
344.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
343.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
342.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
342.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
341.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
341.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
340.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
340.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
339.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
338.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
338.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
338.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
338.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
337.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
337.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
337.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
336.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
336.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
336.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
336.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
335.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
335.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
335.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
334.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
333.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
333.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
332.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
332.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
332.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
332.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
330.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
330.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
329.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
329.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
327.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
327.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
327.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
326.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
324.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
324.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
324.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
323.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
323.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
322.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
321.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
320.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
320.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
320.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
320.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
319.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
319.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
319.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
318.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
318.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
318.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
317.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
316.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
316.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
314.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
314.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
314.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
312.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
309.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
309.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
309.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
308.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
308.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
307.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
307.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
306.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
306.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
305.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
304.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
303.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
303.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
303.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
303.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
302.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
302.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
301.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
301.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
300.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
300.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
300.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
299.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
299.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
298.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
298.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
298.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
298.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
298.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
298.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
297.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
297.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
296.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
296.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
296.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
295.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
294.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
293.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
292.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
292.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
292.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
291.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
290.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
289.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
287.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
287.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
287.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
286.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
286.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
285.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
285.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
284.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
284.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
283.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
283.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
283.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
282.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
281.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
281.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
281.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
280.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
280.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
279.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
278.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
278.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
278.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
277.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
276.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
275.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
274.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
274.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
274.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
273.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
272.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
272.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
272.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
272.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
271.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
271.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
271.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
270.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
270.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
269.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
268.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
267.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
266.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
266.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
266.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
264.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
264.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
263.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
262.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
258.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
258.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
258.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
257.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
257.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
257.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
257.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
256.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
256.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
255.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
255.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
255.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
255.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
254.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
254.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
252.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
251.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
251.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
250.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
249.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
249.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
248.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
247.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
247.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
247.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
247.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
246.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
246.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
245.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
245.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
244.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
244.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
243.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
243.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
243.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
240.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
240.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
239.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
238.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
237.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
237.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
235.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
235.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
235.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
235.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
235.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
234.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
234.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
234.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
233.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
233.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
233.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
232.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
231.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
231.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
230.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
228.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
228.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
226.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
226.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
226.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
226.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
226.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
226.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
225.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
223.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
223.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
222.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
222.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
222.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
221.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
221.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
219.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
219.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
219.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
219.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
218.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
216.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
215.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
215.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
214.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
214.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
214.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
214.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
214.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
213.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
212.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
211.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
211.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
210.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
209.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
208.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
208.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
208.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
207.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
206.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
206.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
204.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
204.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
204.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
203.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
203.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
201.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
200.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
200.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
199.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
198.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
198.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
198.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
197.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
197.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
196.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
194.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
194.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
194.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
194.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
193.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
192.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
192.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
189.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
188.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
187.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
187.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
186.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
186.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
186.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
185.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
184.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
184.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
182.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
181.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
181.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
179.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
177.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
176.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
176.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
175.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
175.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
173.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
173.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
172.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
172.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
168.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
167.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
167.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
166.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
166.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
166.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
165.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
164.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
163.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
163.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
163.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
162.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
162.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
161.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
161.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
158.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
158.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
156.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
156.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
156.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
156.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
154.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
154.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
153.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
151.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
150.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
149.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
148.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
147.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
147.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
146.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
146.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
143.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
142.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
141.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
140.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
140.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
136.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
135.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
135.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
133.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
132.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
130.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
127.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
125.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
124.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
122.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
115.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
112.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
111.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
110.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
109.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
107.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
107.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
106.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
103.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
100.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
100.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
97.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
96.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
96.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
88.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
82.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
79.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
77.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
76.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
64.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
61.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
59.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
59.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
56.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
55.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
49.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PTTG1IP is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
305.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
599.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
571.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
534.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
524.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
509.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
489.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
486.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
471.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
454.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
451.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
450.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
447.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
447.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
443.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
441.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
425.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
425.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
410.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
409.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
400.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
396.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
392.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
383.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
381.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
381.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
378.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
374.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
372.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
367.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
358.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
353.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
348.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
347.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
338.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
338.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
333.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
332.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
325.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
325.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
323.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
323.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
323.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
317.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
316.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
314.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
311.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
306.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
302.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
301.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
292.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
289.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
287.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
285.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
284.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
284.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
273.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
272.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
268.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
264.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
261.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
261.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
252.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
252.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
246.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
242.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
240.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
237.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
234.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
227.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
226.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
224.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
222.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
220.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
214.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
214.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
213.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
213.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
210.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
207.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
204.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
203.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
202.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
202.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
201.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
199.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
197.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
197.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
196.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
194.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
193.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
186.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
184.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
183.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
172.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
163.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
159.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
151.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
138.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
126.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PTTG1IP 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
233.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
713.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
706.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
690.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
610.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
542.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
511.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
495.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
481.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
472.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
459.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
455.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
446.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
445.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
439.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
429.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
417.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
414.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
412.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
412.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
409.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
407.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
400.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
397.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
397.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
396.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
384.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
380.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
378.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
377.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
376.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
372.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
372.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
370.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
370.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
369.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
369.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
363.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
362.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
361.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
360.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
356.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
355.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
354.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
350.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
350.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
349.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
344.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
339.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
338.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
336.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
335.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
334.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
334.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
333.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
328.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
326.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
326.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
322.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
321.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
320.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
318.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
316.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
315.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
314.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
314.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
312.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
311.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
305.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
305.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
305.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
305.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
305.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
305.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
305.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
303.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
299.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
297.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
297.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
296.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
295.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
291.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
288.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
284.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
281.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
280.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
274.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
273.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
273.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
272.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
270.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
269.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
265.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
264.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
263.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
263.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
262.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
261.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
256.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
254.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
252.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
248.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
247.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
247.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
247.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
244.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
243.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
242.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
241.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
238.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
238.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
237.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
237.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
236.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
236.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
235.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
234.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
234.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
234.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
233.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
231.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
229.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
227.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
227.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
227.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
225.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
225.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
223.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
222.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
221.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
219.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
219.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
217.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
216.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
215.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
214.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
213.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
213.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
212.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
212.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
211.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
210.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
209.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
208.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
207.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
207.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
207.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
207.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
206.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
205.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
205.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
205.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
204.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
203.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
201.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
201.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
201.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
199.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
198.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
198.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
196.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
196.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
195.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
194.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
194.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
193.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
193.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
188.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
188.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
186.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
186.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
186.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
184.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
183.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
183.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
182.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
182.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
181.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
179.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
178.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
178.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
174.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
173.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
172.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
172.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
171.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
171.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
170.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
170.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
169.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
169.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
169.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
168.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
168.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
167.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
167.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
165.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
165.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
165.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
164.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
163.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
162.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
160.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
158.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
157.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
155.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
153.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
153.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
152.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
152.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
150.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
149.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
149.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
148.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
147.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
147.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
145.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
144.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
142.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
141.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
141.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
139.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
139.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
138.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
138.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
137.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
135.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
134.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
131.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
130.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
129.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
129.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
128.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
128.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
128.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
127.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
126.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
126.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
126.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
125.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
123.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
122.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
122.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
121.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
121.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
120.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
118.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
117.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
116.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
116.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
115.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
115.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
109.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
108.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
108.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
105.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
103.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
100.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
97.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
96.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
92.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
91.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
91.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
90.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
89.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
89.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
89.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
87.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
84.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
84.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
82.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
79.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
76.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
73.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
72.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
71.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
65.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
64.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
59.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
55.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
53.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
53.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
52.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086950003
Tumor
1.9
CPT0069000003
Tumor
1.8
CPT0064370003
Tumor
1.8
CPT0001180009
Tumor
1.6
CPT0007320003
Tumor
1.3
CPT0086820003
Tumor
1.1
CPT0078660003
Tumor
1.1
CPT0092160003
Tumor
1.0
CPT0012280003
Tumor
0.9
CPT0065430003
Tumor
0.9
CPT0012550003
Tumor
0.8
CPT0078800003
Tumor
0.7
CPT0006440003
Tumor
0.7
CPT0079180003
Tumor
0.6
CPT0020120003
Tumor
0.6
CPT0025350003
Tumor
0.6
CPT0092730003
Tumor
0.6
CPT0086870003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0000870016
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0092800003
Normal
0.5
CPT0024670003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0084560003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0092740003
Normal
0.3
CPT0000890001
Normal
0.3
CPT0026410003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0089480003
Normal
0.3
CPT0025050003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0026420001
Normal
0.3
CPT0006950001
Normal
0.2
CPT0076330003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0012290003
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0014370004
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0077140001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0013790003
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0071150004
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0001550001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0088920001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0006730001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0087040003
Tumor
-0.3
CPT0078940001
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0063630003
Tumor
-0.3
CPT0086370003
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0017850003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0010170001
Normal
-0.3
CPT0077320001
Normal
-0.3
CPT0092790003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0088760003
Tumor
-0.4
CPT0012570003
Normal
-0.4
CPT0089020003
Tumor
-0.4
CPT0024680001
Normal
-0.4
CPT0025290003
Tumor
-0.4
CPT0001340003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0012640003
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0012770003
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0025880003
Tumor
-0.4
CPT0086360003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0014470001
Normal
-0.5
CPT0025580004
Tumor
-0.5
CPT0075170001
Normal
-0.6
CPT0079510001
Normal
-0.6
CPT0078670001
Normal
-0.6
CPT0082010001
Normal
-0.6
CPT0081880003
Tumor
-0.6
CPT0009020003
Normal
-0.6
CPT0025170003
Tumor
-0.6
CPT0064400001
Normal
-0.6
CPT0009060003
Tumor
-0.6
CPT0012080003
Tumor
-0.7
CPT0015810003
Tumor
-0.7
CPT0079300001
Normal
-0.7
CPT0075130003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0011240003
Tumor
-0.7
CPT0012670003
Tumor
-0.7
CPT0077490003
Tumor
-0.7
CPT0001350001
Normal
-0.7
CPT0069190001
Normal
-0.8
CPT0078830003
Tumor
-0.8
CPT0020130001
Normal
-0.8
CPT0015910003
Tumor
-0.9
CPT0078930003
Tumor
-0.9
CPT0081990003
Tumor
-1.0
CPT0086030003
Tumor
-1.0
CPT0019990003
Tumor
-1.0
CPT0023710001
Normal
-1.0
CPT0089460004
Tumor
-1.1
CPT0023690003
Tumor
-1.1
CPT0006900003
Tumor
-1.1
CPT0015730003
Tumor
-1.2
CPT0017410003
Tumor
-1.3
CPT0075560003
Tumor
-1.3
CPT0077500001
Normal
-1.4
CPT0075570001
Normal
-1.4
CPT0078840001
Normal
-1.4
CPT0065810003
Tumor
-1.5
CPT0006630003
Tumor
-1.6
CPT0066470004
Tumor
-1.7
CPT0012900004
Tumor
-1.9
CPT0021240003
Tumor
-2.2
CPT0014160003
Tumor
-2.4
CPT0092290003
Tumor
-2.5
CPT0065750003
Tumor
-2.8
CPT0078510003
Tumor
-2.9
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.