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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.
HNRNPF 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
75.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
209.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
201.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
186.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
165.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
137.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
128.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
127.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
120.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
118.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
107.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
100.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
100.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
98.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
96.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
95.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
87.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
87.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
86.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
86.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
86.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
85.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
82.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
80.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
80.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
79.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
75.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
75.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
73.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
72.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
70.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
67.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
64.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
64.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
62.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
59.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
59.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
59.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
58.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
57.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
57.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
56.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
55.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
54.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
52.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
51.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
51.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
51.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
50.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
49.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
46.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
44.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
44.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
41.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
39.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
36.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
36.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
36.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
35.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
33.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
29.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
28.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
27.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
20.5
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.
HNRNPF is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
93.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
198.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
195.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
193.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
189.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
176.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
171.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
168.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
167.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
166.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
164.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
164.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
164.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
157.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
156.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
156.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
153.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
150.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
150.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
149.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
148.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
148.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
148.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
148.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
147.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
145.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
143.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
142.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
142.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
142.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
141.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
141.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
140.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
139.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
139.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
138.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
138.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
137.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
137.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
136.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
136.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
136.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
135.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
135.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
135.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
135.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
134.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
134.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
134.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
133.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
133.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
133.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
133.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
132.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
132.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
131.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
131.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
131.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
130.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
130.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
129.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
129.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
129.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
129.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
129.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
129.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
128.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
128.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
128.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
128.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
127.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
127.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
127.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
125.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
125.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
125.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
125.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
125.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
124.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
124.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
124.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
123.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
123.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
123.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
123.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
123.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
123.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
123.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
122.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
122.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
122.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
122.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
122.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
121.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
121.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
121.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
121.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
121.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
121.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
121.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
120.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
120.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
120.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
120.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
120.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
120.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
120.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
119.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
119.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
119.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
119.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
119.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
118.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
118.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
118.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
118.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
117.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
117.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
117.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
117.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
117.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
117.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
117.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
117.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
116.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
116.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
116.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
116.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
115.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
115.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
115.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
115.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
115.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
115.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
114.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
114.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
114.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
114.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
114.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
113.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
113.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
113.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
113.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
113.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
112.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
112.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
112.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
112.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
111.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
111.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
111.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
111.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
111.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
111.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
111.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
111.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
110.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
110.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
110.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
110.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
110.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
110.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
110.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
109.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
109.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
109.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
109.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
109.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
109.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
108.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
108.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
108.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
108.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
108.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
107.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
107.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
107.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
107.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
107.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
107.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
107.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
107.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
107.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
106.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
106.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
106.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
106.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
106.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
106.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
106.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
106.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
106.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
105.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
105.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
105.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
105.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
105.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
105.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
105.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
105.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
104.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
104.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
104.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
104.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
104.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
104.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
104.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
104.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
104.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
104.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
104.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
104.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
104.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
104.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
104.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
103.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
103.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
103.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
103.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
103.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
103.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
103.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
103.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
102.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
102.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
102.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
102.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
102.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
101.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
101.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
101.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
101.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
101.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
101.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
101.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
101.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
100.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
100.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
100.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
99.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
99.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
99.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
98.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
98.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
98.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
98.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
97.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
97.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
97.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
97.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
96.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
96.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
95.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
95.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
95.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
95.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
94.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
94.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
94.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
94.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
94.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
93.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
93.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
93.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
93.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
93.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
92.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
92.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
92.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
92.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
92.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
92.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
92.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
92.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
92.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
91.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
91.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
91.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
90.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
90.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
90.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
90.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
90.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
90.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
90.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
90.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
89.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
89.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
89.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
89.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
89.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
89.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
89.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
89.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
89.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
89.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
89.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
88.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
88.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
88.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
87.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
87.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
87.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
87.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
87.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
86.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
86.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
86.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
86.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
86.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
86.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
86.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
85.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
85.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
85.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
85.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
85.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
85.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
85.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
84.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
84.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
84.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
84.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
84.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
84.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
84.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
83.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
83.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
83.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
83.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
83.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
82.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
82.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
82.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
82.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
82.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
82.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
81.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
81.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
81.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
81.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
81.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
81.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
80.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
80.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
80.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
80.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
80.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
80.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
80.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
80.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
80.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
80.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
79.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
79.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
79.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
79.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
79.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
78.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
78.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
78.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
78.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
78.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
78.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
77.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
77.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
77.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
77.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
76.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
76.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
76.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
76.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
76.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
75.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
75.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
75.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
75.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
74.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
74.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
74.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
74.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
73.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
73.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
73.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
73.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
73.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
73.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
72.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
72.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
72.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
72.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
72.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
71.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
71.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
71.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
71.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
71.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
71.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
71.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
70.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
70.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
70.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
70.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
69.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
69.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
68.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
68.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
68.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
67.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
67.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
67.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
67.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
67.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
67.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
66.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
66.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
66.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
66.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
65.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
65.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
65.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
65.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
65.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
64.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
64.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
64.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
63.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
63.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
63.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
62.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
61.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
61.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
61.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
60.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
60.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
59.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
59.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
59.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
57.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
57.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
57.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
57.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
55.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
55.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
55.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
55.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
55.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
55.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
55.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
53.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
53.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
53.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
53.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
53.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
52.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
51.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
49.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
49.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
49.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
49.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
49.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
48.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
47.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
46.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
46.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
46.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
46.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
46.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
45.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
45.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
45.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
45.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
45.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
44.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
43.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
43.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
43.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
42.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
42.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
42.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
41.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
41.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
41.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
40.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
40.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
39.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
38.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
38.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
38.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
38.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
37.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
37.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
36.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
35.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
35.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
34.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
34.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
34.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
34.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
33.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
33.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
32.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
31.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
30.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
30.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
28.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
27.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
25.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
25.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
24.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
23.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
22.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
22.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
21.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
18.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
18.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 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.
HNRNPF 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
112.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
184.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
176.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
175.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
150.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
149.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
149.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
148.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
147.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
145.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
144.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
143.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
143.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
141.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
139.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
139.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
139.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
138.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
137.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
137.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
137.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
136.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
135.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
133.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
132.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
132.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
131.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
130.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
129.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
128.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
128.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
126.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
125.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
125.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
125.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
124.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
124.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
124.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
124.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
123.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
123.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
121.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
120.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
120.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
120.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
120.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
119.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
115.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
115.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
114.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
113.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
113.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
112.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
111.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
110.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
110.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
110.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
110.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
109.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
109.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
109.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
109.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
107.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
106.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
105.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
104.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
104.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
103.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
101.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
100.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
99.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
98.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
96.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
95.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
95.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
92.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
92.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
91.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
89.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
86.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
85.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
85.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
83.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
82.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
80.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
79.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
78.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
77.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
77.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
75.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
74.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
73.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
72.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
72.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
70.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
70.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
63.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
62.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
61.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
59.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HNRNPF 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
86.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
240.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
215.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
211.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
209.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
191.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
190.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
185.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
173.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
172.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
172.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
168.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
167.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
163.7
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
160.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
160.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
153.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
150.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
149.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
148.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
148.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
148.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
147.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
143.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
142.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
141.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
141.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
141.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
140.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
140.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
139.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
138.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
137.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
136.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
136.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
135.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
134.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
133.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
132.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
130.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
129.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
129.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
128.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
128.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
128.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
127.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
127.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
125.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
125.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
124.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
122.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
122.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
121.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
120.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
119.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
119.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
119.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
118.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
118.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
118.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
118.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
116.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
116.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
115.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
115.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
115.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
115.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
114.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
114.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
113.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
113.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
113.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
112.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
111.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
110.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
110.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
110.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
110.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
108.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
107.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
106.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
106.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
106.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
105.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
105.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
105.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
101.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
101.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
100.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
99.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
99.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
99.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
99.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
99.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
98.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
98.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
97.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
97.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
97.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
96.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
96.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
96.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
95.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
95.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
95.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
94.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
93.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
93.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
92.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
92.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
91.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
91.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
91.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
91.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
91.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
90.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
90.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
90.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
89.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
89.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
88.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
88.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
87.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
87.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
87.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
87.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
86.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
86.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
85.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
84.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
84.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
83.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
83.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
83.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
83.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
83.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
83.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
82.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
82.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
81.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
81.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
81.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
81.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
81.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
81.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
80.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
80.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
80.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
80.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
79.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
78.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
78.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
77.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
77.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
76.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
76.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
76.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
76.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
76.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
76.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
76.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
75.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
75.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
75.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
74.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
73.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
73.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
73.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
72.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
72.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
71.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
71.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
71.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
71.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
71.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
71.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
70.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
70.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
70.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
70.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
70.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
69.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
68.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
67.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
67.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
66.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
66.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
66.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
66.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
65.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
64.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
64.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
64.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
64.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
64.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
63.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
63.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
63.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
62.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
62.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
62.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
61.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
61.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
61.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
60.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
60.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
60.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
59.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
59.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
58.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
58.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
58.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
57.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
57.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
57.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
55.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
55.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
54.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
54.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
54.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
53.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
53.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
53.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
53.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
52.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
51.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
51.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
51.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
50.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
50.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
50.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
50.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
49.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
49.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
49.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
48.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
47.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
47.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
45.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
45.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
45.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
43.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
43.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
43.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
43.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
42.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
42.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
41.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
40.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
40.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
39.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
38.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
36.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
36.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
35.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
35.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
34.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
33.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
33.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
32.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
32.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
31.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
31.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
31.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
30.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
30.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
29.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
29.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
27.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
25.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
24.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
24.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
22.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
20.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
20.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
20.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
18.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
17.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0017410003
Tumor
0.5
CPT0012180003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0079380003
Tumor
0.4
CPT0012900004
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0071150004
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0001340003
Tumor
0.3
CPT0069160003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0065820001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0012920003
Normal
0.1
CPT0010120001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0000870016
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0069010001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0007470001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0009020003
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0086890003
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0026420001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0001550001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0075130003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0025110003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0000640003
Tumor
-0.4
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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
