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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.
LDHA is potential prognostic, high expression is unfavorable 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
129.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
538.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
527.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
374.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
371.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
311.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
289.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
257.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
230.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
227.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
219.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
218.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
204.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
189.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
178.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
177.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
174.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
171.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
160.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
147.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
144.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
141.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
140.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
131.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
128.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
115.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
114.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
111.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
109.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
108.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
106.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
101.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
98.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
98.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
97.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
79.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
77.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
73.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
73.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
72.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
71.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
68.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
66.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
64.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
64.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
63.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
63.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
59.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
52.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
52.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
51.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
50.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
49.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
48.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
44.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
42.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
39.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
39.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
38.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
36.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
33.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
33.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
29.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
29.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
LDHA is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
679.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2896.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1606.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1600.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1566.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1489.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1435.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1429.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
1420.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1368.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1363.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1348.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1296.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1292.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1285.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1285.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1260.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1255.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1252.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1245.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1224.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1203.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1198.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1191.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1190.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1184.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1180.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1164.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1152.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1147.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1145.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1145.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1142.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1141.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1135.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1130.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1125.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1120.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1114.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1113.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1105.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1103.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1103.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1101.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
1097.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1091.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1079.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
1077.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1077.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1075.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1065.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1064.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1058.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1049.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1046.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1043.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1037.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1032.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1031.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1031.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1029.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1022.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1012.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1005.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1004.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1002.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1000.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1000.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
998.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
998.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
996.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
995.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
995.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
988.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
984.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
981.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
979.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
979.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
973.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
960.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
958.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
958.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
958.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
957.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
956.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
951.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
948.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
946.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
945.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
939.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
939.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
938.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
937.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
936.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
931.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
930.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
928.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
925.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
924.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
922.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
922.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
918.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
917.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
916.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
910.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
901.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
901.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
895.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
895.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
893.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
890.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
889.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
887.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
886.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
886.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
886.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
885.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
883.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
882.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
880.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
880.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
879.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
877.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
876.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
874.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
873.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
873.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
872.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
870.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
869.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
866.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
866.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
863.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
860.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
859.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
859.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
859.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
853.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
853.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
849.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
845.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
844.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
844.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
842.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
839.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
838.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
833.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
833.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
832.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
832.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
832.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
827.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
827.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
821.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
820.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
816.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
816.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
814.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
813.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
812.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
812.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
812.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
811.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
808.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
807.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
807.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
806.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
802.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
801.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
797.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
796.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
793.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
793.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
791.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
790.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
789.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
788.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
787.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
787.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
787.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
784.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
782.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
780.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
779.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
779.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
774.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
773.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
773.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
770.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
769.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
769.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
767.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
766.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
766.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
762.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
761.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
760.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
760.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
759.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
759.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
758.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
758.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
758.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
757.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
755.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
755.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
753.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
752.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
752.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
752.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
752.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
750.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
749.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
748.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
748.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
747.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
746.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
744.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
742.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
740.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
740.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
738.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
738.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
737.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
736.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
735.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
735.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
734.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
733.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
733.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
733.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
730.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
728.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
728.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
726.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
724.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
722.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
720.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
719.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
719.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
719.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
713.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
713.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
713.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
712.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
712.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
709.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
709.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
708.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
706.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
706.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
706.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
704.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
703.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
701.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
697.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
697.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
697.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
695.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
691.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
690.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
686.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
685.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
684.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
679.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
678.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
678.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
677.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
671.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
671.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
670.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
669.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
669.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
668.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
667.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
666.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
661.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
660.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
659.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
659.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
659.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
658.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
657.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
657.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
657.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
654.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
653.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
652.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
652.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
649.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
647.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
645.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
644.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
641.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
640.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
639.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
638.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
638.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
638.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
634.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
633.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
633.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
632.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
630.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
629.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
629.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
629.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
629.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
627.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
626.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
625.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
622.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
622.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
621.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
618.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
617.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
614.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
613.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
613.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
610.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
610.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
610.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
610.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
609.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
605.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
599.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
595.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
595.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
592.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
592.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
590.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
589.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
586.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
585.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
584.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
579.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
578.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
576.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
575.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
575.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
570.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
569.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
569.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
568.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
566.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
565.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
548.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
544.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
544.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
541.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
540.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
539.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
537.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
535.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
533.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
532.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
530.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
529.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
527.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
527.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
524.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
522.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
521.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
518.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
515.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
513.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
513.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
511.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
508.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
506.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
505.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
503.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
503.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
499.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
494.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
491.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
490.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
490.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
488.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
486.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
484.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
483.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
477.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
474.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
473.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
472.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
471.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
467.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
466.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
465.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
461.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
458.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
458.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
457.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
453.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
452.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
444.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
444.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
443.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
439.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
439.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
437.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
430.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
428.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
427.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
424.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
422.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
421.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
417.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
411.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
408.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
408.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
407.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
406.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
404.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
400.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
396.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
395.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
394.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
393.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
392.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
392.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
391.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
389.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
388.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
382.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
382.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
380.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
380.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
378.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
378.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
371.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
371.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
370.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
370.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
370.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
367.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
367.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
366.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
364.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
364.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
364.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
364.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
362.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
361.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
353.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
349.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
348.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
347.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
342.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
342.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
341.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
339.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
338.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
337.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
332.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
320.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
319.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
318.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
317.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
314.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
311.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
309.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
303.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
302.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
299.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
297.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
292.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
288.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
282.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
280.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
272.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
271.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
269.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
265.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
263.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
259.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
253.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
252.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
247.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
245.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
239.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
239.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
238.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
233.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
233.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
232.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
232.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
230.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
230.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
229.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
228.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
223.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
222.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
199.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
197.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
191.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
172.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
165.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
164.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
162.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
160.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
148.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
147.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
147.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
141.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
132.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
130.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
127.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
114.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
113.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
105.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
100.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
94.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
88.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
85.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
76.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
73.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
60.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
35.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
33.9
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.
LDHA 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
637.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1295.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1185.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1138.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1114.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1086.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
953.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
940.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
935.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
896.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
894.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
893.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
887.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
887.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
877.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
867.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
862.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
851.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
831.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
818.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
814.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
809.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
797.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
796.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
789.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
780.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
780.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
778.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
759.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
756.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
744.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
741.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
730.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
729.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
714.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
711.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
707.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
696.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
685.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
682.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
681.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
674.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
656.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
654.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
654.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
654.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
651.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
650.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
646.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
638.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
637.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
624.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
621.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
611.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
605.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
604.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
592.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
591.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
590.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
582.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
581.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
575.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
574.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
573.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
570.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
568.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
553.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
547.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
544.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
538.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
537.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
536.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
522.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
522.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
519.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
518.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
514.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
482.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
466.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
462.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
462.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
454.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
451.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
446.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
440.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
435.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
418.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
415.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
396.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
387.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
378.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
355.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
347.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
342.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
332.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
320.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
304.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
162.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
151.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
129.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
LDHA 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
226.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1174.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1064.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1011.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
949.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
870.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
842.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
789.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
757.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
721.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
684.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
672.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
654.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
647.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
643.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
634.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
629.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
617.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
557.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
554.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
551.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
541.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
535.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
534.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
508.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
499.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
498.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
482.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
474.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
466.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
462.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
452.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
448.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
433.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
415.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
414.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
413.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
391.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
377.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
371.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
352.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
346.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
346.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
345.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
335.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
334.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
328.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
321.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
319.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
317.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
316.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
316.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
314.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
310.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
310.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
309.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
309.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
306.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
303.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
301.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
297.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
292.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
290.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
288.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
286.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
285.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
284.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
280.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
280.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
278.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
275.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
272.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
272.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
271.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
266.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
261.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
258.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
258.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
251.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
251.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
247.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
245.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
243.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
235.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
235.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
232.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
232.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
230.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
229.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
228.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
227.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
222.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
222.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
221.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
220.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
220.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
219.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
216.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
214.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
214.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
212.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
208.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
207.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
207.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
207.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
207.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
206.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
206.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
205.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
204.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
204.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
203.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
201.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
201.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
201.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
201.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
201.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
200.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
200.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
198.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
196.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
195.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
195.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
194.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
192.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
192.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
191.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
191.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
190.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
190.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
188.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
187.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
187.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
186.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
185.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
184.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
184.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
184.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
184.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
183.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
183.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
181.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
181.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
178.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
178.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
178.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
174.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
172.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
171.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
170.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
170.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
169.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
169.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
168.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
168.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
165.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
164.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
163.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
162.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
160.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
160.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
159.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
159.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
158.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
157.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
156.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
156.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
153.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
153.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
152.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
151.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
151.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
148.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
145.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
142.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
142.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
141.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
140.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
139.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
137.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
137.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
137.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
136.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
136.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
136.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
135.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
135.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
135.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
135.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
134.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
132.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
129.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
128.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
127.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
125.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
125.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
123.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
123.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
122.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
120.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
119.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
119.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
118.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
118.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
117.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
116.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
112.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
111.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
111.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
110.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
109.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
108.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
108.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
108.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
107.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
106.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
104.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
101.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
101.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
100.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
98.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
98.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
97.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
97.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
96.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
96.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
95.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
93.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
90.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
90.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
89.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
89.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
88.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
86.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
86.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
86.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
86.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
85.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
84.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
83.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
83.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
83.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
82.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
82.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
82.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
80.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
78.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
77.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
77.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
75.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
75.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
74.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
74.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
72.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
70.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
69.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
68.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
68.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
67.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
63.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
60.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
60.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
60.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
58.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
57.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
56.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
55.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
54.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
51.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
50.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
48.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
47.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
44.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
44.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
44.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
42.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
42.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
41.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
41.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
39.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
22.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
19.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
11.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
1.3
CPT0024670003
Tumor
1.3
CPT0025110003
Tumor
1.0
CPT0025050003
Tumor
1.0
CPT0001180009
Tumor
0.9
CPT0077110003
Tumor
0.9
CPT0017410003
Tumor
0.9
CPT0012080003
Tumor
0.9
CPT0065430003
Tumor
0.9
CPT0069000003
Tumor
0.9
CPT0001540009
Tumor
0.9
CPT0079270003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0079480003
Tumor
0.8
CPT0000640003
Tumor
0.7
CPT0025230003
Tumor
0.7
CPT0014450004
Tumor
0.7
CPT0009000003
Tumor
0.7
CPT0079230003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0014160003
Tumor
0.7
CPT0000870016
Tumor
0.7
CPT0002350011
Tumor
0.7
CPT0026410003
Tumor
0.7
CPT0065930003
Tumor
0.6
CPT0019130003
Tumor
0.6
CPT0088480003
Tumor
0.6
CPT0081990003
Tumor
0.6
CPT0078990003
Tumor
0.6
CPT0078830003
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0077310003
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0011240003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0006630003
Tumor
0.5
CPT0081600003
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0025580004
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0019990003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0006900003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0000780007
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0007320003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0069160003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0086870003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0009060003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0017850003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0011410003
Tumor
-0.3
CPT0076350001
Normal
-0.3
CPT0024680001
Normal
-0.4
CPT0012180003
Tumor
-0.5
CPT0012640003
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0012570003
Normal
-0.5
CPT0066520001
Normal
-0.5
CPT0078660003
Tumor
-0.5
CPT0002270011
Tumor
-0.5
CPT0069190001
Normal
-0.5
CPT0086890003
Normal
-0.6
CPT0014350001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0001350001
Normal
-0.6
CPT0088970003
Tumor
-0.6
CPT0023360001
Normal
-0.6
CPT0001190001
Normal
-0.6
CPT0012090003
Normal
-0.6
CPT0018250001
Normal
-0.6
CPT0064400001
Normal
-0.6
CPT0082010001
Normal
-0.6
CPT0079430001
Normal
-0.6
CPT0000890001
Normal
-0.6
CPT0087050003
Normal
-0.6
CPT0088710001
Normal
-0.6
CPT0086970003
Normal
-0.6
CPT0078800003
Tumor
-0.6
CPT0088780001
Normal
-0.7
CPT0017450001
Normal
-0.7
CPT0077320001
Normal
-0.7
CPT0092190003
Normal
-0.7
CPT0026420001
Normal
-0.7
CPT0063330001
Normal
-0.7
CPT0079180003
Tumor
-0.7
CPT0079510001
Normal
-0.7
CPT0063640001
Normal
-0.7
CPT0002370001
Normal
-0.7
CPT0075170001
Normal
-0.7
CPT0006730001
Normal
-0.7
CPT0001510001
Normal
-0.7
CPT0001550001
Normal
-0.7
CPT0089040001
Normal
-0.7
CPT0012290003
Normal
-0.7
CPT0081620001
Normal
-0.7
CPT0025610001
Normal
-0.7
CPT0023710001
Normal
-0.7
CPT0092740003
Normal
-0.7
CPT0019160001
Normal
-0.7
CPT0078940001
Normal
-0.7
CPT0025920001
Normal
-0.7
CPT0000790001
Normal
-0.8
CPT0000660001
Normal
-0.8
CPT0084590001
Normal
-0.8
CPT0069010001
Normal
-0.8
CPT0065450001
Normal
-0.8
CPT0006950001
Normal
-0.8
CPT0088500001
Normal
-0.8
CPT0092310003
Normal
-0.8
CPT0025060001
Normal
-0.8
CPT0012770003
Normal
-0.8
CPT0079000001
Normal
-0.8
CPT0010170001
Normal
-0.8
CPT0078840001
Normal
-0.8
CPT0075570001
Normal
-0.8
CPT0078670001
Normal
-0.8
CPT0066430001
Normal
-0.8
CPT0009080003
Normal
-0.8
CPT0007870001
Normal
-0.8
CPT0006530001
Normal
-0.8
CPT0014130001
Normal
-0.8
CPT0092800003
Normal
-0.8
CPT0013790003
Normal
-0.8
CPT0001230001
Normal
-0.9
CPT0007470001
Normal
-0.9
CPT0014470001
Normal
-0.9
CPT0086830003
Normal
-0.9
CPT0010120001
Normal
-0.9
CPT0089480003
Normal
-0.9
CPT0077500001
Normal
-0.9
CPT0020130001
Normal
-0.9
CPT0077140001
Normal
-0.9
CPT0086370003
Normal
-0.9
CPT0088920001
Normal
-1.0
CPT0065820001
Normal
-1.0
CPT0088570001
Normal
-1.0
CPT0079300001
Normal
-1.0
CPT0088640003
Normal
-1.0
CPT0001270001
Normal
-1.2
CPT0078530001
Normal
-1.2
CPT0088550004
Tumor
-1.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
