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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.
SERPING1 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
46.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
579.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
270.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
217.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
144.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
139.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
121.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
83.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
70.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
63.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
61.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
60.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
56.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
52.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
48.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
48.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
46.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
45.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
44.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
43.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
39.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
31.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
30.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
30.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
29.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
28.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
28.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
28.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
27.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
23.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
22.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
21.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
21.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
20.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
20.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
13.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
11.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
8.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
SERPING1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
380.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1451.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1409.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1333.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1307.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1191.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1170.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1137.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1111.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1107.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1097.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1075.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1068.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1063.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1047.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1014.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1014.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
970.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
966.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
963.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
957.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
954.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
950.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
946.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
939.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
907.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
904.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
898.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
894.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
894.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
884.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
874.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
869.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
855.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
830.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
825.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
809.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
799.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
796.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
780.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
771.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
771.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
757.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
747.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
739.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
730.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
724.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
723.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
722.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
719.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
713.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
707.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
700.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
696.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
687.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
687.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
684.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
680.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
676.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
676.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
660.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
659.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
656.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
656.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
654.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
645.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
642.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
641.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
639.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
639.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
638.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
638.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
637.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
633.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
630.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
628.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
625.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
625.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
620.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
617.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
615.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
613.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
608.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
603.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
602.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
601.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
599.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
587.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
586.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
583.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
581.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
580.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
578.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
578.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
575.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
571.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
570.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
570.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
567.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
564.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
564.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
563.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
560.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
559.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
555.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
551.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
549.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
549.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
549.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
548.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
544.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
539.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
538.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
536.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
535.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
534.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
533.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
533.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
533.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
532.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
532.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
531.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
530.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
529.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
529.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
526.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
526.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
525.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
522.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
520.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
517.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
517.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
517.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
510.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
510.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
508.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
508.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
508.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
506.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
502.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
502.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
502.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
501.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
498.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
497.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
496.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
494.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
492.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
489.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
484.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
480.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
478.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
477.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
475.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
474.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
473.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
472.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
469.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
468.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
468.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
468.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
467.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
467.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
465.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
462.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
462.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
462.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
462.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
459.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
456.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
455.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
454.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
454.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
451.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
451.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
451.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
450.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
446.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
446.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
445.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
443.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
443.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
443.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
443.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
441.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
439.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
439.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
438.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
438.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
436.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
429.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
429.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
428.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
427.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
425.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
424.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
424.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
421.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
421.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
421.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
420.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
416.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
414.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
412.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
411.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
410.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
408.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
406.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
405.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
405.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
404.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
400.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
399.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
396.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
394.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
393.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
393.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
392.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
387.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
376.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
374.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
372.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
371.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
371.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
370.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
368.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
367.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
367.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
362.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
362.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
362.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
362.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
361.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
361.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
360.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
359.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
359.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
358.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
358.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
357.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
356.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
356.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
355.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
354.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
353.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
351.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
349.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
346.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
345.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
343.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
343.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
343.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
342.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
339.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
338.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
336.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
335.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
335.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
334.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
334.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
333.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
332.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
330.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
330.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
330.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
330.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
329.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
328.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
328.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
327.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
327.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
327.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
327.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
326.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
326.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
326.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
326.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
325.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
323.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
318.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
318.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
316.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
313.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
313.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
312.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
312.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
311.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
311.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
310.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
310.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
309.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
305.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
304.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
304.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
302.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
302.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
302.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
300.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
299.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
298.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
297.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
294.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
291.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
291.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
290.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
290.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
288.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
287.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
285.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
285.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
285.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
284.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
282.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
281.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
281.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
280.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
280.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
279.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
278.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
277.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
277.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
274.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
272.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
272.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
269.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
267.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
266.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
265.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
262.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
262.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
261.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
261.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
258.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
257.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
257.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
256.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
255.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
255.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
254.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
252.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
252.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
251.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
251.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
249.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
248.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
247.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
247.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
246.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
245.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
244.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
243.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
240.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
239.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
234.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
234.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
234.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
233.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
232.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
232.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
232.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
231.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
231.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
230.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
229.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
228.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
227.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
226.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
224.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
224.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
223.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
220.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
218.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
217.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
216.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
216.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
215.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
214.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
213.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
213.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
211.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
211.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
210.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
209.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
209.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
209.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
209.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
199.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
197.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
197.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
196.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
193.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
193.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
191.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
191.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
190.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
190.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
187.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
187.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
187.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
186.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
186.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
184.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
183.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
182.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
181.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
181.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
181.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
180.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
178.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
173.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
173.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
169.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
168.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
167.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
167.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
166.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
165.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
165.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
165.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
164.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
163.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
162.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
162.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
156.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
154.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
154.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
154.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
152.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
152.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
152.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
151.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
150.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
147.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
144.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
138.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
136.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
136.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
135.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
135.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
135.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
133.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
132.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
130.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
129.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
125.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
123.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
123.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
123.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
122.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
122.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
121.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
121.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
119.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
118.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
117.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
114.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
113.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
113.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
112.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
111.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
109.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
109.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
108.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
103.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
102.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
99.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
98.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
94.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
92.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
92.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
87.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
87.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
86.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
83.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
82.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
81.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
81.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
81.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
78.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
78.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
77.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
75.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
75.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
73.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
73.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
70.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
68.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
66.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
66.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
64.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
62.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
59.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
54.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
52.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
52.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
52.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
50.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
47.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
46.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
40.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
39.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
39.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
35.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
35.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
32.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
32.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
31.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
31.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
30.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
25.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
25.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
24.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
22.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
20.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
18.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SERPING1 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
388.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1174.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1135.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
987.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
974.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
819.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
817.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
755.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
749.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
738.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
708.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
692.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
688.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
681.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
661.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
655.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
651.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
647.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
636.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
630.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
629.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
628.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
620.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
620.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
598.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
594.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
543.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
535.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
534.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
510.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
486.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
475.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
467.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
458.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
457.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
446.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
441.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
431.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
421.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
415.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
401.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
395.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
389.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
378.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
366.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
363.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
362.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
357.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
355.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
348.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
346.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
312.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
310.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
310.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
310.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
308.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
301.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
297.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
295.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
286.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
283.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
280.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
276.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
271.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
260.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
257.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
257.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
256.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
254.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
250.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
249.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
239.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
237.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
235.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
232.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
224.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
220.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
212.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
206.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
203.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
196.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
170.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
147.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
140.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
138.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
132.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
131.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
113.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
110.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
99.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
90.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
88.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
80.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
78.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
78.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
70.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
66.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
62.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
36.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SERPING1 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
348.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1749.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1704.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1640.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1527.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1392.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1376.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1354.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1347.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1269.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1223.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1175.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
1163.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1145.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1129.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1124.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1082.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
1066.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1057.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1052.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
991.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
959.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
927.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
927.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
925.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
921.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
884.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
875.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
840.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
816.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
810.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
797.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
792.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
770.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
765.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
757.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
756.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
754.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
748.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
744.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
739.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
728.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
726.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
721.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
717.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
704.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
674.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
664.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
662.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
658.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
650.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
610.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
584.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
583.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
575.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
572.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
560.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
555.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
537.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
537.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
530.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
527.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
519.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
516.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
516.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
514.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
510.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
510.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
507.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
501.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
501.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
501.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
498.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
493.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
458.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
455.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
454.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
449.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
446.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
445.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
439.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
439.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
435.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
434.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
433.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
427.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
425.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
421.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
418.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
417.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
416.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
412.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
404.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
403.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
403.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
402.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
393.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
389.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
388.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
376.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
375.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
372.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
371.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
368.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
363.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
361.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
359.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
357.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
355.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
353.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
351.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
349.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
341.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
336.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
331.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
330.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
325.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
324.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
311.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
311.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
304.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
302.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
301.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
293.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
291.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
287.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
283.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
281.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
279.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
277.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
277.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
263.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
261.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
260.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
260.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
259.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
259.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
259.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
255.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
254.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
254.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
251.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
247.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
246.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
246.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
245.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
243.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
241.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
239.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
239.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
239.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
233.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
231.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
220.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
220.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
219.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
215.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
213.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
210.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
195.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
193.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
192.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
187.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
184.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
184.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
176.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
170.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
169.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
165.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
163.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
160.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
160.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
158.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
151.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
150.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
150.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
148.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
145.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
144.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
140.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
140.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
136.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
136.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
134.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
131.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
130.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
128.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
128.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
127.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
126.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
123.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
121.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
120.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
119.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
117.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
114.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
113.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
113.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
111.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
110.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
103.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
95.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
95.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
95.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
93.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
92.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
88.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
86.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
83.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
82.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
79.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
70.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
70.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
68.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
65.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
63.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
61.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
60.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
60.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
59.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
56.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
55.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
54.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
53.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
52.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
51.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
51.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
51.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
50.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
48.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
48.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
48.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
44.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
42.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
42.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
41.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
40.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
40.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
40.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
35.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
35.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
33.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
33.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
31.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
31.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
30.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
29.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
29.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
25.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
24.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
21.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
20.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
19.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
17.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
13.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
12.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
12.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
11.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
1.8
CPT0063320003
Tumor
1.6
CPT0066480003
Tumor
1.4
CPT0011240003
Tumor
1.2
CPT0015910003
Tumor
1.2
CPT0000640003
Tumor
1.1
CPT0079510001
Normal
1.1
CPT0063630003
Tumor
1.0
CPT0078510003
Tumor
1.0
CPT0075560003
Tumor
1.0
CPT0076350001
Normal
1.0
CPT0069190001
Normal
0.9
CPT0012550003
Tumor
0.9
CPT0077310003
Tumor
0.9
CPT0075170001
Normal
0.9
CPT0065930003
Tumor
0.9
CPT0069160003
Tumor
0.9
CPT0075720003
Tumor
0.8
CPT0019990003
Tumor
0.8
CPT0079300001
Normal
0.7
CPT0084590001
Normal
0.7
CPT0065750003
Tumor
0.7
CPT0081990003
Tumor
0.7
CPT0064370003
Tumor
0.7
CPT0089020003
Tumor
0.6
CPT0066520001
Normal
0.6
CPT0002350011
Tumor
0.6
CPT0009020003
Normal
0.6
CPT0012640003
Normal
0.6
CPT0086030003
Tumor
0.5
CPT0010120001
Normal
0.5
CPT0014160003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0079230003
Tumor
0.5
CPT0025110003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0001550001
Normal
0.5
CPT0077320001
Normal
0.5
CPT0092730003
Tumor
0.5
CPT0087050003
Normal
0.5
CPT0012920003
Normal
0.4
CPT0081880003
Tumor
0.4
CPT0063330001
Normal
0.4
CPT0021240003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0002370001
Normal
0.4
CPT0087040003
Tumor
0.4
CPT0012570003
Normal
0.4
CPT0023690003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0001350001
Normal
0.3
CPT0092190003
Normal
0.3
CPT0065870003
Tumor
0.3
CPT0088780001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0025230003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0006900003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0012090003
Normal
0.2
CPT0007470001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0025170003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0013790003
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0089040001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0015730003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0088710001
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0017450001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0006440003
Tumor
-0.2
CPT0001340003
Tumor
-0.2
CPT0079430001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0088570001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0009000003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0085670003
Tumor
-0.3
CPT0063640001
Normal
-0.3
CPT0017850003
Tumor
-0.3
CPT0023710001
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0088630003
Tumor
-0.3
CPT0006950001
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0078660003
Tumor
-0.4
CPT0082010001
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0065810003
Tumor
-0.4
CPT0092800003
Normal
-0.4
CPT0025050003
Tumor
-0.4
CPT0065820001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0088690003
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0000890001
Normal
-0.5
CPT0023350003
Tumor
-0.5
CPT0007320003
Tumor
-0.5
CPT0066430001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0002270011
Tumor
-0.5
CPT0065450001
Normal
-0.5
CPT0086830003
Normal
-0.5
CPT0014350001
Normal
-0.6
CPT0088500001
Normal
-0.6
CPT0078990003
Tumor
-0.6
CPT0078940001
Normal
-0.6
CPT0025610001
Normal
-0.6
CPT0086870003
Tumor
-0.6
CPT0092740003
Normal
-0.6
CPT0025580004
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0001500009
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0065430003
Tumor
-0.7
CPT0024670003
Tumor
-0.7
CPT0000660001
Normal
-0.7
CPT0025880003
Tumor
-0.7
CPT0014370004
Tumor
-0.8
CPT0014450004
Tumor
-0.9
CPT0086820003
Tumor
-1.0
CPT0009060003
Tumor
-1.0
CPT0086950003
Tumor
-1.0
CPT0079270003
Tumor
-1.0
CPT0079180003
Tumor
-1.1
CPT0088550004
Tumor
-1.1
CPT0089460004
Tumor
-1.1
CPT0077110003
Tumor
-1.2
CPT0012180003
Tumor
-1.3
CPT0001540009
Tumor
-1.3
CPT0088970003
Tumor
-1.4
CPT0026410003
Tumor
-1.6
CPT0078800003
Tumor
-1.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
