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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.
PGRMC1 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
107.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
360.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
242.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
224.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
213.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
206.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
201.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
197.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
186.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
178.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
178.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
175.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
159.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
154.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
153.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
151.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
148.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
135.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
132.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
127.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
126.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
125.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
121.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
121.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
120.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
120.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
114.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
109.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
105.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
103.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
100.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
97.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
97.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
97.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
90.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
89.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
85.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
83.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
76.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
75.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
72.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
71.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
64.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
64.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
63.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
60.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
59.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
57.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
51.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
50.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
50.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
49.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
48.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
48.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
48.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
47.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
47.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
46.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
45.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
44.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
43.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
42.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
41.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
39.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
PGRMC1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
191.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1169.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
606.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
602.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
582.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
545.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
527.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
526.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
508.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
505.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
495.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
474.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
460.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
429.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
428.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
426.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
421.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
407.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
395.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
395.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
379.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
376.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
369.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
368.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
368.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
362.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
361.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
355.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
355.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
347.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
344.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
334.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
334.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
332.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
332.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
332.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
330.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
324.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
323.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
323.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
322.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
318.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
316.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
314.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
312.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
312.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
312.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
309.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
308.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
308.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
308.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
305.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
305.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
303.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
302.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
301.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
300.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
298.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
296.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
296.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
293.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
292.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
291.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
291.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
290.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
289.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
286.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
284.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
284.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
283.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
282.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
280.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
280.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
278.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
277.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
277.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
277.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
276.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
276.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
275.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
275.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
271.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
270.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
270.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
269.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
268.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
268.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
267.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
267.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
266.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
266.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
266.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
265.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
264.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
264.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
263.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
262.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
262.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
261.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
260.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
260.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
260.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
259.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
259.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
257.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
253.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
253.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
251.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
251.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
250.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
249.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
249.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
249.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
247.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
247.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
247.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
246.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
246.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
245.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
245.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
245.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
244.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
244.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
243.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
242.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
241.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
241.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
240.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
240.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
240.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
240.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
240.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
238.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
238.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
238.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
238.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
237.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
237.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
237.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
236.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
235.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
233.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
232.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
232.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
231.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
231.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
230.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
230.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
229.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
229.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
229.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
228.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
228.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
227.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
227.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
226.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
226.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
226.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
226.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
224.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
224.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
224.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
224.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
223.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
222.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
220.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
220.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
220.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
220.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
220.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
220.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
219.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
218.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
217.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
216.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
215.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
215.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
214.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
214.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
213.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
212.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
212.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
211.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
211.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
210.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
210.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
210.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
209.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
209.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
209.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
208.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
208.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
208.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
207.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
207.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
206.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
206.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
206.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
206.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
205.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
204.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
204.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
204.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
203.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
202.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
201.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
201.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
201.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
200.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
198.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
198.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
198.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
198.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
197.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
197.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
197.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
196.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
196.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
195.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
194.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
193.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
193.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
193.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
193.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
192.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
192.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
191.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
191.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
190.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
190.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
189.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
188.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
188.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
188.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
188.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
187.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
186.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
185.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
185.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
184.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
184.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
184.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
184.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
184.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
184.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
183.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
182.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
182.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
182.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
182.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
180.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
180.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
180.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
180.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
178.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
178.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
178.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
176.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
176.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
175.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
175.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
175.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
175.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
175.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
175.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
174.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
174.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
174.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
174.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
174.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
174.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
173.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
173.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
173.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
172.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
172.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
172.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
171.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
171.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
171.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
171.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
170.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
170.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
169.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
169.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
169.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
169.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
168.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
167.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
166.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
166.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
166.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
166.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
165.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
165.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
165.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
164.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
163.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
163.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
163.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
163.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
162.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
162.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
161.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
160.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
160.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
160.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
159.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
158.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
158.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
158.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
158.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
157.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
157.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
156.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
156.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
155.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
155.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
154.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
154.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
154.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
154.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
154.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
154.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
153.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
153.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
152.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
151.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
151.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
151.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
151.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
150.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
150.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
149.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
148.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
148.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
148.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
148.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
148.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
148.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
147.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
147.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
147.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
146.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
146.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
145.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
145.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
145.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
145.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
144.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
143.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
143.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
143.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
143.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
142.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
142.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
141.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
141.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
140.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
139.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
139.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
138.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
138.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
138.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
138.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
137.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
136.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
136.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
135.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
134.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
134.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
134.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
133.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
133.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
133.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
132.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
131.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
131.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
128.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
128.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
126.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
125.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
125.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
124.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
124.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
124.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
123.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
123.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
123.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
122.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
122.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
122.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
122.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
122.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
121.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
121.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
121.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
120.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
119.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
118.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
118.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
118.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
118.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
115.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
115.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
115.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
114.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
114.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
114.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
114.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
114.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
114.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
114.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
114.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
113.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
113.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
112.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
112.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
111.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
110.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
110.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
110.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
109.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
108.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
108.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
107.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
107.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
106.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
106.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
106.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
105.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
104.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
104.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
103.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
101.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
101.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
100.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
100.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
100.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
99.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
99.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
98.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
98.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
97.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
97.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
97.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
96.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
94.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
94.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
93.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
93.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
93.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
92.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
92.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
91.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
91.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
90.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
90.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
90.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
89.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
89.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
89.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
88.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
87.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
87.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
87.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
86.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
86.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
86.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
85.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
85.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
84.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
84.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
84.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
83.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
83.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
83.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
80.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
80.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
79.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
77.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
77.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
76.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
74.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
71.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
71.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
71.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
70.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
69.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
69.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
69.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
68.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
68.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
67.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
67.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
64.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
61.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
61.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
60.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
59.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
59.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
58.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
57.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
55.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
55.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
55.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
52.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
52.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
52.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
46.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
46.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
46.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
44.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
44.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
42.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
41.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
30.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
30.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
26.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
25.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 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.
PGRMC1 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
260.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1072.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1064.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
588.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
555.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
535.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
472.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
439.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
375.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
364.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
351.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
349.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
346.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
345.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
342.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
342.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
339.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
326.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
324.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
322.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
318.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
317.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
315.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
314.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
298.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
297.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
294.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
294.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
291.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
290.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
289.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
284.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
284.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
284.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
281.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
280.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
273.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
273.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
265.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
264.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
263.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
262.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
260.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
256.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
255.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
254.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
254.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
253.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
252.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
249.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
249.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
245.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
243.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
239.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
238.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
234.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
229.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
212.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
212.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
209.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
208.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
208.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
206.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
205.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
205.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
200.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
196.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
194.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
193.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
193.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
190.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
186.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
179.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
172.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
167.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
165.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
165.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
164.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
163.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
163.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
163.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
161.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
159.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
159.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
155.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
149.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
148.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
147.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
143.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
141.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
133.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
133.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
125.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
120.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
120.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
118.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
117.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
110.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
102.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
PGRMC1 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
145.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
677.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
596.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
574.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
544.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
509.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
440.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
374.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
370.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
359.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
344.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
343.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
314.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
313.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
305.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
298.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
295.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
290.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
280.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
277.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
274.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
271.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
271.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
270.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
266.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
266.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
253.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
251.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
250.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
250.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
249.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
246.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
243.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
242.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
238.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
231.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
230.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
218.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
217.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
215.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
211.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
206.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
205.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
204.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
204.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
202.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
201.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
196.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
195.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
194.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
194.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
193.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
192.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
191.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
191.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
190.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
189.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
189.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
187.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
186.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
184.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
183.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
183.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
181.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
180.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
180.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
179.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
178.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
178.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
177.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
177.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
175.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
175.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
175.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
173.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
172.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
171.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
171.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
171.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
169.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
168.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
168.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
166.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
165.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
164.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
163.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
161.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
158.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
157.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
157.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
157.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
156.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
154.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
154.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
153.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
153.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
153.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
152.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
152.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
151.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
151.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
151.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
151.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
150.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
149.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
149.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
149.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
149.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
148.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
146.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
142.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
141.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
141.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
139.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
138.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
137.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
137.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
135.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
135.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
135.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
135.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
134.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
134.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
133.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
132.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
132.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
131.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
129.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
129.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
129.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
129.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
128.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
128.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
127.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
127.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
126.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
126.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
125.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
124.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
124.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
124.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
124.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
123.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
123.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
123.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
123.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
122.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
122.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
121.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
120.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
120.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
120.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
120.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
119.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
118.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
118.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
118.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
118.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
118.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
118.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
118.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
117.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
116.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
116.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
116.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
116.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
115.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
115.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
115.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
114.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
113.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
112.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
111.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
111.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
109.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
109.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
109.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
108.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
108.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
107.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
107.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
107.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
105.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
105.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
105.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
105.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
105.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
104.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
104.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
103.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
103.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
103.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
102.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
101.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
99.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
99.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
98.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
98.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
97.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
97.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
97.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
96.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
96.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
96.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
94.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
93.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
93.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
93.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
91.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
90.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
89.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
88.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
88.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
88.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
87.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
87.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
86.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
86.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
85.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
85.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
84.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
82.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
82.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
82.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
81.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
81.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
81.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
81.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
80.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
80.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
80.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
79.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
76.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
76.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
76.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
75.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
75.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
74.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
74.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
74.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
74.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
74.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
74.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
73.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
73.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
72.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
72.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
72.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
71.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
71.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
71.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
70.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
68.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
67.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
65.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
64.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
62.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
62.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
60.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
60.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
59.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
59.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
58.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
57.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
56.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
56.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
55.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
55.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
55.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
49.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
46.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
45.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
44.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
44.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
41.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
38.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
37.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
34.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
33.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
29.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
27.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
27.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079270003
Tumor
1.9
CPT0025110003
Tumor
1.6
CPT0002350011
Tumor
1.4
CPT0002270011
Tumor
1.2
CPT0092740003
Normal
0.9
CPT0023350003
Tumor
0.9
CPT0081880003
Tumor
0.6
CPT0026420001
Normal
0.6
CPT0011410003
Tumor
0.6
CPT0069000003
Tumor
0.6
CPT0092800003
Normal
0.6
CPT0000640003
Tumor
0.5
CPT0000890001
Normal
0.5
CPT0092310003
Normal
0.4
CPT0013790003
Normal
0.4
CPT0019130003
Tumor
0.4
CPT0000660001
Normal
0.4
CPT0006950001
Normal
0.4
CPT0065750003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0065450001
Normal
0.4
CPT0015730003
Tumor
0.4
CPT0010170001
Normal
0.4
CPT0089480003
Normal
0.3
CPT0075130003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0088780001
Normal
0.3
CPT0077110003
Tumor
0.3
CPT0066430001
Normal
0.3
CPT0079480003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0006730001
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0014350001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0076330003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0000790001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0063640001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0079000001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0087050003
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0088710001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0077500001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0078670001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0086820003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0025350003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0006440003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0084560003
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0012670003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0012570003
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0081990003
Tumor
-0.3
CPT0069190001
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0063330001
Normal
-0.3
CPT0088690003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0001550001
Normal
-0.3
CPT0089020003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0078660003
Tumor
-0.3
CPT0081600003
Tumor
-0.4
CPT0025920001
Normal
-0.4
CPT0001230001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0001220008
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0019160001
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0088900003
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0066470004
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0071150004
Tumor
-0.5
CPT0063320003
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0024680001
Normal
-0.5
CPT0075720003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0066480003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0079380003
Tumor
-0.6
CPT0017450001
Normal
-0.6
CPT0084590001
Normal
-0.6
CPT0001180009
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0092790003
Tumor
-0.7
CPT0075560003
Tumor
-0.7
CPT0079510001
Normal
-0.7
CPT0092190003
Normal
-0.7
CPT0079300001
Normal
-0.7
CPT0012080003
Tumor
-0.7
CPT0012920003
Normal
-0.8
CPT0069160003
Tumor
-0.8
CPT0017850003
Tumor
-0.8
CPT0011240003
Tumor
-0.8
CPT0012640003
Normal
-0.8
CPT0015910003
Tumor
-0.8
CPT0088550004
Tumor
-0.9
CPT0009020003
Normal
-0.9
CPT0012180003
Tumor
-1.0
CPT0009080003
Normal
-1.0
CPT0079180003
Tumor
-1.0
CPT0017410003
Tumor
-1.7
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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.