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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRSF9 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
106.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
289.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
276.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
196.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
177.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
166.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
147.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
146.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
143.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
142.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
140.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
133.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
131.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
131.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
131.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
127.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
122.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
121.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
121.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
118.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
116.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
115.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
114.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
114.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
111.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
110.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
108.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
106.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
106.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
104.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
103.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
102.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
101.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
100.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
99.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
98.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
96.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
96.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
95.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
95.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
94.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
92.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
88.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
85.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
85.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
84.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
84.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
82.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
81.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
79.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
78.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
77.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
77.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
76.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
74.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
68.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
67.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
67.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
62.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
54.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
52.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
45.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
35.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
28.5
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.
SRSF9 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
94.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
255.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
201.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
194.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
179.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
179.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
178.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
173.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
172.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
167.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
167.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
167.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
167.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
162.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
162.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
160.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
158.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
157.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
156.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
155.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
155.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
154.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
153.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
153.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
150.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
148.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
147.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
145.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
144.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
143.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
142.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
141.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
141.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
141.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
141.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
138.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
138.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
137.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
136.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
136.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
135.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
135.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
134.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
133.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
133.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
133.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
133.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
131.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
129.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
129.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
128.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
128.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
127.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
127.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
126.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
126.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
125.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
125.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
123.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
123.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
123.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
123.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
122.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
122.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
122.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
122.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
122.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
122.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
121.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
121.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
121.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
121.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
120.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
120.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
120.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
119.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
119.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
119.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
119.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
119.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
119.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
118.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
118.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
117.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
117.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
117.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
117.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
116.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
116.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
116.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
116.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
116.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
116.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
115.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
115.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
115.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
114.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
114.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
114.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
114.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
114.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
113.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
113.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
113.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
113.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
113.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
113.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
113.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
113.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
112.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
112.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
112.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
112.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
112.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
111.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
111.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
111.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
110.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
109.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
109.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
109.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
109.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
109.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
109.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
109.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
109.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
108.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
108.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
108.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
108.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
108.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
108.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
107.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
107.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
107.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
107.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
107.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
106.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
106.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
106.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
106.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
106.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
106.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
106.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
106.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
106.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
105.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
105.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
105.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
105.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
105.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
105.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
105.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
105.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
105.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
105.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
105.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
104.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
104.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
104.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
104.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
103.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
103.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
103.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
103.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
103.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
103.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
103.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
103.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
103.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
103.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
102.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
102.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
102.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
102.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
102.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
102.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
102.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
102.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
102.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
102.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
102.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
101.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
101.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
101.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
101.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
101.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
101.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
101.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
101.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
101.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
100.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
100.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
100.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
100.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
100.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
100.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
100.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
100.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
100.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
100.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
100.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
99.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
99.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
99.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
99.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
99.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
99.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
99.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
99.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
99.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
99.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
99.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
98.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
98.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
98.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
98.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
97.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
97.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
97.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
97.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
97.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
97.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
97.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
97.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
97.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
97.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
97.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
97.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
96.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
96.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
96.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
96.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
96.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
96.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
96.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
96.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
96.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
96.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
95.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
95.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
95.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
95.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
95.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
94.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
94.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
94.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
94.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
94.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
94.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
94.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
94.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
94.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
93.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
93.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
93.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
93.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
93.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
93.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
93.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
93.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
93.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
93.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
93.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
92.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
92.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
92.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
92.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
92.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
92.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
92.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
92.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
92.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
91.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
91.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
91.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
91.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
91.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
91.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
91.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
91.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
91.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
91.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
91.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
91.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
91.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
90.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
90.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
90.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
90.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
90.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
90.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
90.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
90.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
89.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
89.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
89.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
89.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
89.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
89.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
89.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
88.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
88.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
88.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
87.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
87.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
87.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
87.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
87.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
87.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
87.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
87.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
86.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
86.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
86.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
86.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
86.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
86.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
86.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
86.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
85.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
85.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
85.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
85.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
85.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
85.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
85.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
85.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
85.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
85.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
85.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
85.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
84.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
84.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
84.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
84.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
84.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
84.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
84.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
84.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
84.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
84.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
84.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
84.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
84.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
84.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
84.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
83.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
83.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
83.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
83.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
83.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
83.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
83.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
83.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
82.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
82.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
82.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
82.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
82.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
82.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
81.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
81.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
81.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
81.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
81.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
81.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
81.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
81.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
81.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
81.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
81.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
81.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
80.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
80.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
80.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
80.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
80.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
80.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
80.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
80.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
79.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
79.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
79.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
79.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
79.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
79.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
78.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
78.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
78.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
78.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
78.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
78.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
78.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
78.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
77.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
77.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
77.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
77.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
77.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
77.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
77.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
76.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
76.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
76.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
75.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
75.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
75.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
75.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
74.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
74.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
74.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
74.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
74.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
74.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
73.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
73.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
73.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
73.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
73.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
73.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
72.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
72.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
72.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
71.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
71.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
71.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
71.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
70.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
70.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
69.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
69.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
69.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
69.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
69.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
69.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
68.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
68.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
68.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
67.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
67.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
67.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
67.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
67.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
67.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
67.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
66.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
66.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
65.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
65.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
65.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
64.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
64.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
63.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
63.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
63.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
63.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
62.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
62.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
62.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
62.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
62.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
61.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
61.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
61.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
61.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
60.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
60.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
60.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
60.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
59.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
59.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
58.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
58.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
58.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
57.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
57.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
57.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
57.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
57.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
56.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
55.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
55.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
54.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
54.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
54.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
54.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
53.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
53.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
53.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
53.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
52.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
52.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
51.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
50.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
50.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
49.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
49.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
48.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
48.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
46.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
45.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
44.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
42.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
42.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
40.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
40.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
39.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
38.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
37.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
36.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
36.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
35.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
35.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
34.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
34.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
32.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
32.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
19.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRSF9 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
110.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
263.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
209.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
202.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
202.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
186.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
179.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
176.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
162.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
157.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
157.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
146.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
146.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
143.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
139.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
138.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
134.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
133.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
133.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
129.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
126.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
123.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
123.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
123.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
122.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
121.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
119.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
119.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
118.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
117.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
116.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
114.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
113.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
112.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
111.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
111.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
109.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
108.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
108.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
108.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
107.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
106.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
106.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
106.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
105.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
104.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
103.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
103.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
103.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
102.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
102.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
102.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
101.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
101.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
100.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
100.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
100.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
100.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
99.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
99.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
98.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
98.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
96.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
96.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
96.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
96.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
96.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
95.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
94.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
93.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
93.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
93.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
93.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
92.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
90.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
90.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
89.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
89.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
88.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
88.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
86.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
85.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
85.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
84.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
82.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
81.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
79.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
79.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
79.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
79.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
79.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
78.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
76.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
75.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
75.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
74.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
72.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
71.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
64.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
63.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
SRSF9 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
104.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
307.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
283.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
254.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
228.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
206.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
203.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
199.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
190.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
190.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
180.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
180.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
176.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
172.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
170.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
167.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
167.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
167.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
164.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
163.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
163.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
162.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
161.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
157.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
156.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
156.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
156.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
155.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
155.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
153.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
151.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
151.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
150.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
150.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
150.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
150.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
149.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
149.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
148.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
147.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
147.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
146.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
146.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
145.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
145.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
145.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
145.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
144.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
144.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
142.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
142.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
142.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
141.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
141.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
140.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
140.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
139.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
138.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
137.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
137.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
136.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
135.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
135.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
134.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
132.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
132.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
132.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
131.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
130.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
130.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
130.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
129.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
128.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
128.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
127.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
126.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
126.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
126.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
125.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
125.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
124.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
124.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
123.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
122.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
121.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
120.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
119.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
119.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
119.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
119.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
119.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
119.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
119.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
119.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
118.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
118.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
117.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
117.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
116.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
116.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
115.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
115.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
114.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
114.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
114.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
113.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
113.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
112.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
112.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
112.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
111.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
111.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
111.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
110.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
110.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
110.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
110.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
109.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
109.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
109.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
108.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
108.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
108.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
108.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
108.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
108.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
107.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
107.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
107.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
106.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
106.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
106.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
106.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
106.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
105.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
105.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
105.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
105.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
104.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
103.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
103.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
102.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
102.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
101.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
101.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
100.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
100.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
100.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
100.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
99.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
98.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
98.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
98.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
98.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
97.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
97.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
96.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
96.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
96.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
96.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
95.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
95.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
95.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
95.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
95.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
94.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
94.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
93.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
93.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
93.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
92.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
92.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
92.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
91.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
90.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
90.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
89.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
89.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
88.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
87.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
87.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
87.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
87.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
87.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
86.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
86.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
86.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
85.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
85.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
85.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
85.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
84.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
83.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
82.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
82.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
81.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
81.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
80.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
80.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
80.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
79.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
79.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
79.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
78.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
78.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
77.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
77.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
77.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
77.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
77.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
76.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
75.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
75.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
74.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
73.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
73.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
73.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
72.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
72.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
70.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
69.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
69.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
69.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
69.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
69.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
68.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
68.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
68.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
68.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
66.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
65.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
65.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
65.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
64.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
64.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
63.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
63.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
62.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
62.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
62.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
61.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
60.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
59.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
59.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
59.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
58.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
58.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
57.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
57.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
56.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
56.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
56.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
56.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
55.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
55.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
52.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
52.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
51.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
51.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
51.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
51.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
48.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
48.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
47.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
47.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
46.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
46.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
42.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
42.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
40.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
38.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
37.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
36.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
35.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
28.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
27.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
27.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
25.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
22.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012550003
Tumor
0.9
CPT0001340003
Tumor
0.9
CPT0001180009
Tumor
0.8
CPT0014450004
Tumor
0.7
CPT0012180003
Tumor
0.7
CPT0079180003
Tumor
0.6
CPT0010160003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0079410003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0079300001
Normal
0.3
CPT0011410003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0079510001
Normal
0.3
CPT0025580004
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0077110003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0092190003
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0078990003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0077500001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0088640003
Normal
0.1
CPT0077140001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0000890001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0075570001
Normal
0.0
CPT0063640001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0087040003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0075560003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0001220008
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0000640003
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0002270011
Tumor
-0.5
CPT0015730003
Tumor
-0.5
CPT0001500009
Tumor
-0.6
CPT0078510003
Tumor
-0.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
