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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.
ANXA1 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
56.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
285.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
234.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
204.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
163.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
149.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
136.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
119.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
116.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
113.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
108.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
104.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
98.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
93.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
89.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
88.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
77.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
76.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
75.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
71.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
70.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
61.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
55.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
50.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
47.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
46.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
44.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
43.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
41.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
41.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
39.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
34.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
34.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
31.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
31.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
28.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
27.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
27.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
27.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
27.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
26.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
22.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
22.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
20.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
20.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
18.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
16.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
15.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
14.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
13.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
11.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 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.
ANXA1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
169.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
902.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
696.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
642.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
596.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
540.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
520.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
487.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
449.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
430.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
421.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
412.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
392.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
389.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
385.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
379.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
371.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
368.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
367.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
363.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
353.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
353.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
351.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
351.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
350.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
350.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
350.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
349.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
346.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
341.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
332.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
330.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
328.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
327.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
326.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
325.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
325.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
321.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
319.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
316.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
315.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
314.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
314.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
314.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
312.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
311.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
310.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
309.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
308.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
308.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
308.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
307.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
305.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
305.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
302.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
300.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
300.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
298.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
295.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
287.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
287.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
285.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
285.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
282.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
279.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
278.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
277.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
277.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
276.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
273.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
272.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
272.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
268.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
261.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
261.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
260.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
259.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
258.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
256.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
255.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
254.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
253.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
252.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
251.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
250.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
249.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
249.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
248.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
246.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
245.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
243.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
242.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
241.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
241.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
239.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
238.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
237.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
237.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
236.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
236.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
236.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
235.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
234.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
232.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
232.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
232.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
231.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
231.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
231.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
231.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
230.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
230.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
230.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
228.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
228.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
228.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
227.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
227.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
227.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
226.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
226.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
226.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
226.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
225.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
225.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
224.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
222.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
221.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
221.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
219.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
218.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
218.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
218.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
216.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
216.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
215.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
215.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
215.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
215.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
214.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
214.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
212.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
211.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
211.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
210.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
210.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
209.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
208.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
207.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
207.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
207.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
206.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
205.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
204.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
204.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
203.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
201.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
200.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
199.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
199.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
199.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
198.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
197.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
196.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
196.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
194.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
193.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
193.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
193.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
192.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
192.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
192.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
190.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
190.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
190.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
189.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
189.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
189.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
189.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
188.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
187.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
186.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
186.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
186.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
185.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
184.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
184.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
184.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
183.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
183.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
183.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
182.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
182.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
182.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
182.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
182.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
180.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
180.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
180.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
180.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
179.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
177.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
177.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
177.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
176.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
176.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
175.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
175.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
174.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
174.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
173.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
172.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
172.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
172.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
172.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
172.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
172.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
171.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
170.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
170.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
170.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
170.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
169.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
168.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
168.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
168.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
167.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
167.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
166.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
166.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
166.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
165.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
165.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
164.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
163.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
163.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
162.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
162.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
162.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
162.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
162.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
162.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
161.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
160.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
160.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
160.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
160.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
159.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
159.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
159.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
157.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
157.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
157.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
157.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
157.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
157.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
156.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
156.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
156.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
156.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
154.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
154.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
154.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
154.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
153.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
153.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
152.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
151.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
150.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
150.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
149.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
149.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
149.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
149.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
148.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
148.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
148.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
148.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
148.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
147.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
146.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
146.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
146.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
145.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
145.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
145.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
145.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
144.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
144.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
144.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
144.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
143.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
143.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
143.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
143.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
142.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
142.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
141.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
141.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
140.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
140.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
139.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
139.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
137.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
136.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
136.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
135.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
135.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
135.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
134.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
133.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
133.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
132.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
132.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
132.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
132.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
131.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
131.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
131.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
130.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
128.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
127.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
127.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
127.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
126.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
126.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
126.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
125.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
125.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
125.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
125.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
124.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
124.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
123.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
123.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
123.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
123.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
121.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
119.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
119.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
119.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
118.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
118.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
117.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
117.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
116.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
116.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
116.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
115.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
115.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
115.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
114.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
114.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
114.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
114.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
113.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
113.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
113.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
113.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
113.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
112.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
112.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
112.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
112.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
111.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
110.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
110.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
110.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
109.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
109.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
108.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
108.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
106.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
106.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
106.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
105.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
105.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
104.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
104.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
104.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
103.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
103.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
103.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
102.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
101.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
101.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
101.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
101.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
101.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
100.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
100.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
99.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
99.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
99.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
99.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
98.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
96.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
95.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
94.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
94.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
94.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
94.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
94.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
94.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
94.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
94.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
94.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
93.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
93.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
92.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
92.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
91.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
91.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
91.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
90.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
90.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
90.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
89.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
89.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
89.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
86.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
86.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
85.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
85.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
85.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
84.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
84.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
82.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
82.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
81.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
80.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
80.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
80.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
79.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
79.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
79.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
78.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
77.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
76.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
76.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
76.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
76.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
76.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
75.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
75.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
75.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
74.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
73.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
73.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
71.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
71.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
70.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
70.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
70.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
69.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
68.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
68.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
67.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
67.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
67.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
66.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
66.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
65.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
65.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
64.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
64.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
64.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
63.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
63.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
61.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
61.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
61.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
60.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
60.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
59.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
58.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
57.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
57.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
56.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
55.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
55.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
55.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
54.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
54.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
54.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
53.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
53.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
53.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
53.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
53.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
52.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
51.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
51.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
50.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
49.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
45.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
44.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
44.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
42.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
41.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
41.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
40.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
38.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
37.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
36.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
36.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
36.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
34.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
33.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
33.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
32.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
31.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
29.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
27.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
21.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
20.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
19.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
12.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ANXA1 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
208.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
788.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
755.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
577.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
487.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
485.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
460.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
426.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
399.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
373.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
344.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
334.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
333.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
332.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
326.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
320.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
320.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
318.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
315.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
311.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
306.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
305.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
305.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
287.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
283.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
277.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
270.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
267.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
262.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
260.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
258.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
255.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
255.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
242.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
215.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
212.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
209.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
208.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
203.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
201.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
201.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
198.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
198.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
194.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
189.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
182.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
182.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
178.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
178.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
177.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
175.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
171.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
170.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
169.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
168.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
162.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
161.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
157.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
156.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
155.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
155.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
153.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
151.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
151.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
146.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
145.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
141.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
139.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
136.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
134.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
133.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
129.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
128.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
123.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
122.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
119.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
117.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
114.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
113.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
108.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
108.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
105.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
102.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
98.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
96.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
93.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
88.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
82.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
80.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
78.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
78.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
66.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
63.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
61.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
58.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
52.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
49.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
48.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
44.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
36.2
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.
ANXA1 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
276.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
960.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
916.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
847.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
821.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
752.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
715.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
698.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
688.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
629.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
615.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
613.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
612.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
609.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
588.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
581.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
570.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
566.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
555.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
555.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
552.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
551.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
548.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
539.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
538.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
525.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
524.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
495.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
493.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
491.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
490.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
482.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
478.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
478.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
477.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
477.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
475.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
469.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
465.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
461.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
458.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
455.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
451.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
451.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
445.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
445.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
445.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
439.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
438.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
434.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
434.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
431.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
427.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
425.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
424.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
423.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
417.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
417.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
414.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
413.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
412.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
411.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
410.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
406.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
401.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
401.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
396.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
395.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
393.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
390.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
385.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
382.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
376.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
375.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
374.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
371.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
370.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
368.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
367.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
366.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
364.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
361.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
359.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
358.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
353.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
352.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
349.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
348.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
348.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
348.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
347.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
347.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
347.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
347.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
340.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
340.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
339.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
338.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
329.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
320.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
319.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
319.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
319.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
317.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
314.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
313.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
311.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
309.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
306.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
306.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
305.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
304.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
299.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
299.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
299.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
290.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
283.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
281.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
278.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
277.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
277.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
275.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
275.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
271.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
270.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
269.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
267.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
264.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
261.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
260.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
258.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
257.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
255.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
254.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
253.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
253.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
253.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
251.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
250.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
249.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
248.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
246.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
244.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
244.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
243.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
241.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
240.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
239.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
238.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
238.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
236.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
236.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
234.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
234.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
234.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
233.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
226.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
225.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
224.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
224.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
223.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
223.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
223.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
219.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
219.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
218.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
217.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
217.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
215.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
214.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
214.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
214.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
209.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
209.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
209.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
207.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
206.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
203.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
201.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
201.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
201.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
199.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
199.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
196.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
195.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
194.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
194.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
192.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
189.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
189.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
187.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
184.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
184.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
183.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
180.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
177.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
175.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
175.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
174.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
174.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
172.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
171.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
169.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
168.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
166.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
164.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
164.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
163.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
161.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
161.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
160.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
158.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
157.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
155.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
153.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
151.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
147.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
143.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
142.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
140.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
136.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
135.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
135.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
134.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
132.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
130.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
128.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
127.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
125.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
125.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
118.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
117.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
110.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
109.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
104.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
102.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
101.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
99.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
96.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
96.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
95.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
93.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
89.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
88.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
81.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
80.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
80.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
79.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
77.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
76.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
75.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
73.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
72.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
66.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
60.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
60.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
58.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
55.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
54.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
53.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
51.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
50.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
48.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
41.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
36.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
34.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
31.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
29.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
27.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
26.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
24.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
20.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
20.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
18.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
18.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
18.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
14.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
2.0
CPT0000640003
Tumor
1.7
CPT0071150004
Tumor
1.3
CPT0084560003
Tumor
1.3
CPT0012370003
Tumor
1.2
CPT0081990003
Tumor
1.2
CPT0065430003
Tumor
1.1
CPT0069000003
Tumor
1.1
CPT0078800003
Tumor
1.1
CPT0069160003
Tumor
1.0
CPT0009060003
Tumor
1.0
CPT0017850003
Tumor
1.0
CPT0066480003
Tumor
1.0
CPT0002350011
Tumor
0.9
CPT0011240003
Tumor
0.9
CPT0077110003
Tumor
0.9
CPT0079230003
Tumor
0.9
CPT0079270003
Tumor
0.9
CPT0092730003
Tumor
0.9
CPT0081880003
Tumor
0.8
CPT0012670003
Tumor
0.8
CPT0011410003
Tumor
0.8
CPT0088550004
Tumor
0.8
CPT0019130003
Tumor
0.8
CPT0063320003
Tumor
0.8
CPT0001220008
Tumor
0.8
CPT0017410003
Tumor
0.8
CPT0021240003
Tumor
0.7
CPT0001500009
Tumor
0.7
CPT0063630003
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0065750003
Tumor
0.7
CPT0081600003
Tumor
0.6
CPT0025050003
Tumor
0.6
CPT0088630003
Tumor
0.6
CPT0024670003
Tumor
0.6
CPT0065810003
Tumor
0.6
CPT0065870003
Tumor
0.6
CPT0000870016
Tumor
0.6
CPT0078830003
Tumor
0.6
CPT0088900003
Tumor
0.6
CPT0075560003
Tumor
0.6
CPT0015910003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0086820003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0025580004
Tumor
0.5
CPT0025110003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0078510003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0025290003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0087040003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0025350003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0086950003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0010120001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0010110003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0088760003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0000660001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0006440003
Tumor
-0.3
CPT0012290003
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0066520001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0015730003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0012920003
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0069190001
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0024680001
Normal
-0.4
CPT0088570001
Normal
-0.5
CPT0088480003
Tumor
-0.5
CPT0025060001
Normal
-0.5
CPT0010160003
Tumor
-0.5
CPT0076350001
Normal
-0.5
CPT0002370001
Normal
-0.5
CPT0017450001
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0002270011
Tumor
-0.5
CPT0063330001
Normal
-0.5
CPT0009020003
Normal
-0.6
CPT0069010001
Normal
-0.6
CPT0012090003
Normal
-0.6
CPT0001340003
Tumor
-0.6
CPT0088690003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0079180003
Tumor
-0.6
CPT0001190001
Normal
-0.6
CPT0086830003
Normal
-0.6
CPT0078530001
Normal
-0.6
CPT0092310003
Normal
-0.6
CPT0014350001
Normal
-0.6
CPT0079480003
Tumor
-0.6
CPT0082010001
Normal
-0.7
CPT0025880003
Tumor
-0.7
CPT0006530001
Normal
-0.7
CPT0007470001
Normal
-0.7
CPT0089460004
Tumor
-0.7
CPT0077500001
Normal
-0.7
CPT0019160001
Normal
-0.7
CPT0012570003
Normal
-0.7
CPT0079300001
Normal
-0.7
CPT0001550001
Normal
-0.7
CPT0077140001
Normal
-0.7
CPT0092800003
Normal
-0.7
CPT0023360001
Normal
-0.7
CPT0001510001
Normal
-0.7
CPT0009080003
Normal
-0.8
CPT0012640003
Normal
-0.8
CPT0088710001
Normal
-0.8
CPT0078940001
Normal
-0.8
CPT0086890003
Normal
-0.8
CPT0020020001
Normal
-0.8
CPT0063640001
Normal
-0.8
CPT0089040001
Normal
-0.9
CPT0088500001
Normal
-0.9
CPT0014130001
Normal
-0.9
CPT0079430001
Normal
-0.9
CPT0007870001
Normal
-0.9
CPT0064400001
Normal
-0.9
CPT0081620001
Normal
-0.9
CPT0086370003
Normal
-0.9
CPT0020130001
Normal
-0.9
CPT0025610001
Normal
-1.0
CPT0087050003
Normal
-1.0
CPT0078840001
Normal
-1.0
CPT0088640003
Normal
-1.0
CPT0088920001
Normal
-1.0
CPT0089480003
Normal
-1.1
CPT0000790001
Normal
-1.1
CPT0025920001
Normal
-1.1
CPT0065450001
Normal
-1.1
CPT0092740003
Normal
-1.1
CPT0006950001
Normal
-1.1
CPT0079000001
Normal
-1.1
CPT0001230001
Normal
-1.1
CPT0010170001
Normal
-1.1
CPT0023710001
Normal
-1.1
CPT0088970003
Tumor
-1.1
CPT0012770003
Normal
-1.1
CPT0088780001
Normal
-1.1
CPT0078670001
Normal
-1.2
CPT0001350001
Normal
-1.2
CPT0006730001
Normal
-1.2
CPT0026420001
Normal
-1.3
CPT0066430001
Normal
-1.3
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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
