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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.
RAB10 is potential prognostic, high expression is unfavorable in Lung Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
56.8
Number of samples
497
Samples
Sample
Description
TPM
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
223.7
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
213.9
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
192.5
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
169.8
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
159.3
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
157.4
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
144.7
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
139.1
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
137.4
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
137.0
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
136.0
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
135.7
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
135.6
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
134.5
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
129.6
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
127.6
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
119.7
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
118.6
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
117.0
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
115.0
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
114.8
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
114.4
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
111.9
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
111.8
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
110.5
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
110.4
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
109.4
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
108.3
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
107.5
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
105.6
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
105.6
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
103.8
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
103.2
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
102.0
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
99.8
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
99.1
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
96.6
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
96.0
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
95.0
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
94.0
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
93.9
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
93.4
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
92.9
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
90.7
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
89.5
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
89.2
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
89.1
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
89.0
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
89.0
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
88.7
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
88.1
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
87.7
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
85.9
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
85.8
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
85.5
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
84.5
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
84.4
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
81.5
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
81.1
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
80.8
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
80.5
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
80.4
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
79.6
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
79.3
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
78.9
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
78.5
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
78.4
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
77.7
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
77.0
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
76.9
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
76.8
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
76.7
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
76.5
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
76.5
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
76.3
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
76.3
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
76.2
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
76.2
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
75.7
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
75.5
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
75.2
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
75.1
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
75.0
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
74.7
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
74.6
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
74.6
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
74.4
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
74.3
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
73.9
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
73.9
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
73.7
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
73.5
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
73.1
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
72.7
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
72.4
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
72.2
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
72.2
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
72.1
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
71.8
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
71.1
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
71.1
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
70.8
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
70.3
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
70.2
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
70.2
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
69.9
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
69.1
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
69.1
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
68.7
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
68.6
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
68.4
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
68.3
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
68.1
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
68.1
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
67.6
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
67.3
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
66.9
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
66.8
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
66.7
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
66.7
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
66.5
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
66.5
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
66.5
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
66.2
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
66.0
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
65.7
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
65.6
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
65.0
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
64.8
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
64.8
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
64.4
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
64.3
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
64.3
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
64.1
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
64.0
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
63.9
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
63.6
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
63.3
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
63.2
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
62.7
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
62.7
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
62.6
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
62.5
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
62.5
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
62.5
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
62.5
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
62.4
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
62.3
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
61.9
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
61.9
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
61.7
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
61.7
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
61.3
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
61.1
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
61.0
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
61.0
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
60.9
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
60.8
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
60.7
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
60.6
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
60.6
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
60.5
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
60.1
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
60.1
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
60.0
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
60.0
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
59.8
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
59.4
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
59.2
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
59.0
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
58.9
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
58.9
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
58.8
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
58.7
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
58.7
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
58.4
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
58.4
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
58.0
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
58.0
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
58.0
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
57.9
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
57.8
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
57.7
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
57.6
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
57.3
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
57.3
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
57.3
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
57.2
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
57.0
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
57.0
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
56.9
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
56.9
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
56.7
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
56.5
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
56.4
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
56.2
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
56.2
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
56.1
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
56.0
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
55.9
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
55.9
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
55.8
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
55.8
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
55.3
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
55.3
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
55.1
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
55.0
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
54.7
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
54.7
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
54.5
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
54.5
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
54.5
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
54.4
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
54.3
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
54.2
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
54.0
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
54.0
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
53.8
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
53.6
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
53.6
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
53.5
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
53.5
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
53.5
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
53.4
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
53.1
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
53.0
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
53.0
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
52.9
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
52.8
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
52.8
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
52.8
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
52.7
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
52.5
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
52.3
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
52.3
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
52.1
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
52.0
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
51.7
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
51.7
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
51.7
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
51.6
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
51.5
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
51.5
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
51.5
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
51.4
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
51.4
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
51.2
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
51.1
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
51.0
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
50.9
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
50.9
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
50.9
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
50.8
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
50.7
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
50.7
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
50.6
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
50.4
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
50.4
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
50.3
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
50.2
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
50.2
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
50.1
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
49.9
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
49.9
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
49.6
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
49.6
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
49.5
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
49.5
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
48.9
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
48.8
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
48.7
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
48.5
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
48.3
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
48.2
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
47.8
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
47.6
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
47.6
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
47.6
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
47.5
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
47.4
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
47.4
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
47.3
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
47.3
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
47.2
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
47.2
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
47.2
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
47.1
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
47.0
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
46.9
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
46.8
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
46.7
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
46.7
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
46.7
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
46.7
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
46.7
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
46.3
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
46.2
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
46.1
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
46.1
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
46.1
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
46.0
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
45.9
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
45.9
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
45.6
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
45.4
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
45.4
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
45.3
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
45.3
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
45.3
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
45.2
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
45.2
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
45.2
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
45.1
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
45.1
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
45.0
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
45.0
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
44.9
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
44.5
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
44.2
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
44.1
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
44.0
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
44.0
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
43.9
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
43.8
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
43.8
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
43.8
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
43.7
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
43.6
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
43.3
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
43.2
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
43.1
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
43.1
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
43.1
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
43.0
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
43.0
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
42.9
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
42.9
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
42.8
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
42.6
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
42.5
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
42.5
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
42.4
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
42.3
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
42.0
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
42.0
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
42.0
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
41.8
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
41.4
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
41.4
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
41.3
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
41.2
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
41.1
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
40.9
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
40.9
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
40.8
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
40.8
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
40.6
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
40.6
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
40.5
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
40.4
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
40.4
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
40.4
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
40.3
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
40.1
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
40.1
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
40.0
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
40.0
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
39.8
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
39.7
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
39.6
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
39.5
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
39.4
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
39.3
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
39.2
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
39.0
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
39.0
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
38.9
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
38.9
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
38.8
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
38.8
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
38.8
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
38.7
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
38.6
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
38.6
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
38.4
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
38.4
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
38.4
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
38.2
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
38.1
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
38.1
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
38.0
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
38.0
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
37.9
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
37.9
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
37.9
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
37.6
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
37.5
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
37.2
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
37.2
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
37.1
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
37.0
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
37.0
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
36.7
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
36.5
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
36.5
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
36.5
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
36.2
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
36.1
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
36.1
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
36.1
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
36.0
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
36.0
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
35.9
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
35.8
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
35.8
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
35.7
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
35.5
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
35.3
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
35.3
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
34.9
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
34.9
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
34.7
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
34.6
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
34.6
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
34.5
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
34.4
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
34.2
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
34.0
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
33.8
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
33.7
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
33.6
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
33.6
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
33.6
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
33.4
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
33.2
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
33.1
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
33.1
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
33.0
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
33.0
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
33.0
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
32.7
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
32.7
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
32.6
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
32.3
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
32.3
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
32.3
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
32.1
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
32.1
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
31.9
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
31.6
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
31.6
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
31.6
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
31.5
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
31.4
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
31.3
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
31.2
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
31.1
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
31.0
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
30.5
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
30.3
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
30.1
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
30.0
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
29.5
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
29.2
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
29.0
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
28.9
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
28.7
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
28.6
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
28.6
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
28.5
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
28.5
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
28.3
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
28.3
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
28.2
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
28.0
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
27.9
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
27.8
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
27.6
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
27.4
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
27.4
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
27.3
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
26.8
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
25.8
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
25.7
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
25.6
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
25.6
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
25.5
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
24.7
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
24.5
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
23.8
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
23.0
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
22.3
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
22.2
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
21.8
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
21.5
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
16.8
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 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.
RAB10 is not prognostic in Lung Adenocarcinoma (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
69.0
Number of samples
105
Samples
Sample
Description
TPM
L890
0 years, female, stage:Stage IIB, dead, 1264 days
134.4
L601
0 years, male, stage:Stage IB, dead, 2068 days
125.7
L850
0 years, male, stage:Stage IIIA, dead, 997 days
122.9
L746
0 years, female, stage:Stage IIIA, dead, 594 days
118.1
L828
0 years, female, stage:Stage IIB, alive, 2222 days
113.3
L446
0 years, female, stage:Stage IIB, dead, 415 days
106.0
L867
0 years, female, stage:Stage IIIA, dead, 317 days
104.6
L551
0 years, male, stage:Stage IA, alive, 2924 days
104.3
L766
0 years, male, stage:Stage IB, alive, 1793 days
101.6
L872
0 years, female, stage:Stage IA, alive, 1793 days
100.7
L877
0 years, female, stage:Stage IA, alive, 1599 days
100.4
L682
0 years, female, stage:Stage IIB, dead, 840 days
100.3
L484
0 years, female, stage:Stage IA, alive, 2895 days
99.6
L404
0 years, female, stage:Stage IIA, dead, 2318 days
99.5
L602
0 years, female, stage:Stage IA, alive, 2277 days
94.5
L462
0 years, male, stage:Stage IIIA, dead, 568 days
92.5
L561
0 years, female, stage:Stage IA, alive, 2543 days
92.2
L802
0 years, female, stage:Stage IA, dead, 773 days
90.3
L738
0 years, female, stage:Stage IB, dead, 1314 days
89.9
L565
0 years, female, stage:Stage IB, dead, 543 days
89.4
L596
0 years, female, stage:Stage IA, alive, 2319 days
83.6
L603
0 years, female, stage:Stage IB, dead, 972 days
83.3
L569
0 years, female, stage:Stage IA, alive, 2531 days
82.3
L458
0 years, female, stage:Stage IA, dead, 223 days
80.7
L599
0 years, male, stage:Stage IB, dead, 2083 days
78.8
L546
0 years, male, stage:Stage IA, dead, 973 days
78.6
L656
0 years, male, stage:Stage IA, alive, 2227 days
78.5
L557
0 years, female, stage:Stage IB, alive, 2580 days
77.8
L400
0 years, male, stage:Stage IIA, dead, 1233 days
74.3
L413
0 years, female, stage:Stage IIIA, dead, 313 days
73.5
L808
0 years, female, stage:Stage IA, alive, 3001 days
73.4
L871
0 years, male, stage:Stage IB, dead, 873 days
72.9
L626
0 years, female, stage:Stage IA, dead, 1994 days
72.5
L689
0 years, male, stage:Stage IA, alive, 1943 days
72.4
L851
0 years, male, stage:Stage IB, dead, 1315 days
71.9
L530
0 years, female, stage:Stage IIA, dead, 308 days
71.5
L616
0 years, male, stage:Stage IA, dead, 410 days
71.3
L606
0 years, male, stage:Stage IA, alive, 2336 days
71.3
L678
0 years, female, stage:Stage IB, dead, 1114 days
70.6
L773
0 years, female, stage:Stage IV, dead, 311 days
70.4
L630
0 years, female, stage:Stage IA, dead, 1733 days
70.4
L810
0 years, female, stage:Stage IIIA, dead, 625 days
70.3
L620
0 years, female, stage:Stage IIIA, dead, 338 days
70.1
L875
0 years, female, stage:Stage IA, alive, 1675 days
70.0
L688
0 years, male, stage:Stage IIIA, dead, 789 days
69.6
L638
0 years, male, stage:Stage IA, alive, 2076 days
69.0
L749
0 years, female, stage:Stage IIIA, dead, 189 days
69.0
L768
0 years, male, stage:Stage IIIA, dead, 472 days
68.7
L473
0 years, female, stage:Stage IA, alive, 3021 days
68.0
L543
0 years, male, stage:Stage IA, alive, 2711 days
67.6
L541
0 years, female, stage:Stage IIIA, dead, 915 days
65.9
L455
0 years, female, stage:Stage IA, alive, 3315 days
65.7
L710
0 years, female, stage:Stage IIA, alive, 1775 days
65.5
L816
0 years, female, stage:Stage IIA, dead, 353 days
65.4
L885
0 years, female, stage:Stage IA, alive, 1618 days
64.5
L827
0 years, male, stage:Stage IIB, dead, 1105 days
64.2
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
64.1
L791
0 years, female, stage:Stage IIIA, dead, 368 days
63.8
L545
0 years, female, stage:Stage IA, alive, 2874 days
63.7
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
63.5
L703
0 years, male, stage:Stage IIA, dead, 1137 days
63.3
L531
0 years, male, stage:Stage IB, dead, 928 days
63.0
L865
0 years, female, stage:Stage IIB, alive, 1927 days
62.3
L662
0 years, male, stage:Stage IA, dead, 865 days
62.0
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
60.4
L731
0 years, female, stage:Stage IA, dead, 964 days
59.2
L873
0 years, female, stage:Stage IA, alive, 1740 days
58.8
L778
0 years, female, stage:Stage IA, alive, 1600 days
58.4
L613
0 years, male, stage:Stage IIIA, dead, 19 days
58.3
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
58.2
L439
0 years, male, stage:Stage IIB, dead, 2773 days
57.9
L617
0 years, male, stage:Stage IIIA, dead, 238 days
57.7
L831
0 years, female, stage:Stage IB, alive, 2152 days
56.5
L673
0 years, female, stage:Stage IA, dead, 568 days
56.2
L493
0 years, female, stage:Stage IIB, alive, 2945 days
55.9
L782
0 years, female, stage:Stage IIB, alive, 3371 days
55.9
L829
0 years, male, stage:Stage IA, alive, 2173 days
55.7
L879
0 years, male, stage:Stage IV, dead, 873 days
55.6
L607
0 years, male, stage:Stage IB, alive, 2572 days
55.5
L504
0 years, female, stage:Stage IA, dead, 1295 days
55.4
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
53.9
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
52.7
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
52.2
L842
0 years, female, stage:Stage IB, alive, 2005 days
52.1
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
51.9
L832
0 years, female, stage:Stage IA, alive, 2145 days
50.6
L728
0 years, male, stage:Stage IIB, dead, 1128 days
50.5
L874
0 years, female, stage:Stage IIIA, alive, 1733 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.
RAB10 is not prognostic in Lung Squamous 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
75.6
Number of samples
489
Samples
Sample
Description
TPM
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
213.9
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
200.2
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
195.7
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
177.3
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
169.7
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
168.4
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
162.3
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
161.1
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
158.6
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
158.4
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
158.4
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
157.6
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
154.1
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
153.9
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
153.2
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
152.5
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
148.6
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
148.0
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
144.5
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
143.9
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
140.6
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
138.7
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
137.7
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
135.7
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
135.3
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
131.3
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
130.8
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
129.8
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
129.4
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
128.7
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
125.2
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
124.0
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
123.5
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
121.0
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
120.4
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
119.8
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
119.0
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
119.0
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
116.9
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
115.9
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
115.3
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
115.3
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
115.1
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
114.4
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
113.6
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
113.5
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
113.3
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
112.0
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
111.3
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
110.5
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
109.7
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
109.6
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
109.2
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
109.1
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
108.7
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
108.7
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
108.0
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
107.9
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
107.9
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
107.8
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
107.7
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
107.1
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
107.0
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
106.2
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
106.0
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
105.9
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
105.8
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
105.8
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
105.4
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
105.3
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
105.2
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
105.1
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
104.2
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
104.1
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
103.9
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
102.9
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
102.6
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
102.5
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
102.5
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
102.1
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
101.9
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
101.8
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
101.4
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
101.0
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
100.8
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
100.8
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
100.5
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
100.4
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
99.9
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
99.7
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
99.7
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
99.4
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
99.2
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
99.2
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
99.1
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
99.1
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
99.1
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
98.1
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
97.5
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
97.3
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
97.0
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
96.5
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
96.3
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
96.2
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
95.9
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
95.7
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
95.5
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
95.4
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
94.9
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
94.9
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
94.8
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
94.6
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
94.1
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
94.1
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
94.1
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
93.9
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
93.5
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
92.0
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
92.0
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
91.9
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
91.9
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
91.9
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
91.8
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
91.7
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
91.6
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
91.4
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
91.4
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
90.7
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
90.6
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
90.4
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
90.4
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
90.4
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
89.9
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
89.9
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
89.8
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
89.8
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
89.0
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
89.0
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
87.9
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
87.2
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
86.5
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
86.2
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
86.2
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
86.0
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
85.9
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
85.8
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
85.7
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
85.3
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
84.8
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
84.6
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
84.6
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
84.6
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
84.6
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
84.2
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
84.1
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
83.8
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
83.5
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
83.4
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
83.3
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
82.9
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
82.8
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
82.5
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
82.4
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
82.3
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
82.3
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
82.3
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
82.1
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
82.0
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
81.5
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
81.4
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
81.3
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
81.2
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
80.8
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
80.7
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
80.7
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
80.7
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
80.3
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
80.3
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
80.0
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
79.9
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
79.7
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
79.5
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
79.5
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
79.2
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
79.0
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
78.8
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
78.5
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
78.5
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
78.0
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
77.9
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
77.8
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
77.8
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
77.6
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
77.5
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
77.4
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
77.4
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
76.9
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
76.8
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
76.8
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
76.6
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
76.2
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
76.1
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
76.1
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
76.0
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
76.0
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
75.8
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
75.3
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
75.3
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
75.2
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
75.2
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
75.0
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
74.7
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
74.5
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
74.5
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
74.4
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
74.2
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
74.2
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
74.1
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
73.9
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
73.9
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
73.9
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
73.8
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
73.6
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
73.6
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
73.5
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
73.0
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
73.0
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
72.7
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
72.4
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
72.3
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
72.3
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
72.1
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
72.0
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
71.9
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
71.7
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
71.6
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
71.6
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
71.5
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
71.5
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
71.3
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
71.3
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
71.3
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
71.2
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
71.1
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
71.1
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
70.6
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
70.3
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
70.3
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
70.1
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
69.8
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
69.8
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
69.8
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
69.8
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
69.7
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
69.6
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
69.5
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
69.5
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
69.4
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
69.1
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
69.1
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
68.9
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
68.8
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
68.6
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
68.5
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
68.4
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
68.1
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
67.9
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
67.9
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
67.5
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
67.3
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
67.0
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
66.8
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
66.7
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
66.6
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
66.5
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
66.5
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
66.5
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
66.5
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
65.8
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
65.7
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
65.7
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
65.6
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
65.6
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
65.5
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
65.5
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
65.5
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
65.2
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
65.2
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
65.1
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
65.0
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
64.9
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
64.8
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
64.6
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
64.5
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
64.4
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
64.3
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
64.2
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
64.1
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
63.6
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
63.6
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
63.5
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
63.4
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
63.3
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
63.0
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
62.8
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
62.8
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
62.7
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
62.7
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
62.6
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
62.2
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
62.2
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
62.1
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
61.6
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
61.3
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
61.2
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
61.0
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
60.8
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
60.6
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
60.1
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
60.0
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
59.7
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
59.6
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
59.6
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
59.5
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
59.3
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
59.2
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
59.2
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
59.1
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
59.0
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
58.9
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
58.8
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
58.7
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
58.6
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
58.6
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
58.3
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
58.3
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
58.3
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
58.3
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
58.3
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
58.1
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
58.1
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
58.1
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
58.0
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
57.9
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
57.8
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
57.7
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
57.6
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
57.5
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
57.5
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
57.4
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
57.3
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
57.0
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
57.0
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
57.0
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
56.9
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
56.9
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
56.9
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
56.8
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
56.8
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
56.7
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
56.6
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
56.5
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
56.4
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
56.1
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
56.1
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
56.0
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
56.0
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
55.9
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
55.8
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
55.5
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
55.3
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
55.3
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
55.1
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
54.8
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
54.8
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
54.4
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
54.3
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
54.0
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
54.0
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
54.0
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
53.9
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
53.8
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
53.5
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
53.2
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
53.2
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
52.9
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
52.9
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
52.9
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
52.6
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
52.5
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
52.5
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
52.5
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
52.4
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
52.2
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
52.1
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
52.0
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
51.8
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
51.4
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
50.6
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
50.5
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
50.4
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
50.4
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
49.9
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
49.9
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
49.7
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
49.4
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
49.3
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
49.0
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
48.9
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
48.7
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
48.7
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
48.2
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
48.0
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
47.7
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
47.7
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
47.3
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
47.3
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
47.1
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
46.9
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
46.7
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
46.4
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
46.1
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
45.9
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
45.8
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
45.6
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
45.5
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
45.3
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
45.3
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
45.3
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
45.1
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
45.1
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
45.1
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
45.0
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
44.9
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
44.4
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
44.2
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
44.1
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
44.1
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
43.9
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
43.8
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
43.2
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
42.9
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
42.8
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
42.5
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
42.4
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
41.7
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
41.6
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
41.2
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
41.1
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
41.0
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
40.9
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
40.3
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
40.2
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
40.0
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
39.4
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
39.2
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
38.7
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
38.6
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
38.2
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
38.2
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
38.0
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
38.0
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
37.5
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
36.6
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
35.9
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
35.9
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
35.3
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
35.2
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
34.8
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
34.7
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
34.3
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
33.9
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
33.9
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
32.7
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
32.6
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
31.3
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
30.9
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
30.0
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
28.7
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
27.1
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
27.1
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
26.6
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
26.5
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
25.0
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
24.3
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
22.1
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
21.7
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
18.6
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 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.
RAB10 is not prognostic in Lung Squamous 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
77.0
Number of samples
68
Samples
Sample
Description
TPM
L642
0 years, male, stage:Stage IB, dead, 1167 days
167.5
L858
0 years, female, stage:Stage IIB, dead, 558 days
147.7
L736
0 years, male, stage:Stage IA, dead, 1195 days
142.2
L534
0 years, male, stage:Stage IIA, alive, 2693 days
122.1
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
121.5
L457
0 years, female, stage:Stage IIA, alive, 2901 days
120.9
L854
0 years, female, stage:Stage IB, alive, 2256 days
117.6
L568
0 years, female, stage:Stage IIB, dead, 71 days
116.5
L468
0 years, male, stage:Stage IB, alive, 3004 days
114.2
L739
0 years, female, stage:Stage IIIA, dead, 352 days
114.1
L447
0 years, male, stage:Stage IIB, alive, 3203 days
108.7
L488
0 years, female, stage:Stage IIA, alive, 2993 days
103.7
L633
0 years, female, stage:Stage IA, alive, 2102 days
103.0
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
101.2
L472
0 years, male, stage:Stage IB, dead, 423 days
100.3
L755
0 years, male, stage:Stage IIA, dead, 227 days
99.1
L644
0 years, male, stage:Stage IA, dead, 282 days
91.0
L747
0 years, female, stage:Stage IA, dead, 1112 days
86.8
L592
0 years, male, stage:Stage IB, alive, 2368 days
86.3
L586
0 years, male, stage:Stage IIA, dead, 784 days
86.2
L539
0 years, male, stage:Stage IB, dead, 370 days
86.1
L886
0 years, male, stage:Stage IB, dead, 1932 days
85.4
L466
0 years, female, stage:Stage IIIA, dead, 412 days
84.4
L744
0 years, male, stage:Stage IA, alive, 1614 days
84.4
L658
0 years, female, stage:Stage IIB, alive, 2083 days
83.8
L406
0 years, male, stage:Stage IA, alive, 3057 days
83.4
L712
0 years, male, stage:Stage IA, alive, 1698 days
83.0
L818
0 years, male, stage:Stage IB, alive, 2480 days
82.9
L470
0 years, female, stage:Stage IB, dead, 1774 days
78.9
L719
0 years, male, stage:Stage IB, alive, 1615 days
76.8
L483
0 years, male, stage:Stage IB, dead, 77 days
76.4
L559
0 years, male, stage:Stage IIB, alive, 2615 days
74.8
L820
0 years, female, stage:Stage IA, alive, 2405 days
71.4
L456
0 years, male, stage:Stage IIA, dead, 1660 days
71.2
L604
0 years, male, stage:Stage IIA, dead, 286 days
70.7
L442
0 years, female, stage:Stage IB, dead, 2433 days
70.2
L857
0 years, male, stage:Stage IB, dead, 226 days
70.0
L420
0 years, female, stage:Stage IIB, dead, 295 days
69.8
L652
0 years, male, stage:Stage IA, dead, 5 days
68.1
L715
0 years, female, stage:Stage IIIA, dead, 150 days
67.8
L767
0 years, male, stage:Stage IA, alive, 1718 days
67.7
L753
0 years, male, stage:Stage IIA, alive, 1705 days
63.9
L464
0 years, male, stage:Stage IB, dead, 1935 days
62.7
L685
0 years, female, stage:Stage IIB, alive, 1944 days
62.2
L444
0 years, female, stage:Stage IIB, alive, 3337 days
60.7
L864
0 years, female, stage:Stage IA, alive, 2192 days
60.6
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
58.8
L563
0 years, female, stage:Stage IIB, dead, 1216 days
58.8
L881
0 years, male, stage:Stage IB, alive, 1752 days
58.6
L852
0 years, male, stage:Stage IB, dead, 700 days
58.2
L655
0 years, male, stage:Stage IIA, dead, 1603 days
56.7
L788
0 years, female, stage:Stage IA, alive, 3385 days
56.1
L760
0 years, male, stage:Stage IIA, alive, 1895 days
52.9
L860
0 years, male, stage:Stage IA, alive, 2056 days
52.1
L758
0 years, male, stage:Stage IA, dead, 1562 days
51.5
L824
0 years, male, stage:Stage IA, dead, 665 days
51.2
L490
0 years, male, stage:Stage IA, dead, 716 days
50.8
L608
0 years, male, stage:Stage IA, alive, 2350 days
49.8
L723
0 years, male, stage:Stage IIA, dead, 433 days
49.5
L661
0 years, male, stage:Stage IA, dead, 1123 days
48.9
L650
0 years, female, stage:Stage IB, dead, 986 days
48.7
L496
0 years, male, stage:Stage IB, alive, 2761 days
46.7
L529
0 years, female, stage:Stage IA, alive, 2775 days
46.5
L459
0 years, male, stage:Stage IIA, alive, 3181 days
39.7
L756
0 years, male, stage:Stage IB, alive, 1796 days
36.1
L884
0 years, male, stage:Stage IIA, alive, 1627 days
34.7
L572
0 years, male, stage:Stage IA, alive, 2532 days
34.5
L856
0 years, male, stage:Stage IA, dead, 1465 days
31.8
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0118340003
Tumor
0.7
CPT0113210003
Tumor
0.7
CPT0090340003
Tumor
0.7
CPT0105330003
Tumor
0.7
CPT0068800003
Tumor
0.6
CPT0117970003
Tumor
0.6
CPT0067940003
Tumor
0.5
CPT0079830003
Tumor
0.5
CPT0105060003
Tumor
0.5
CPT0105270003
Tumor
0.4
CPT0014860003
Tumor
0.4
CPT0066780003
Tumor
0.4
CPT0118620003
Tumor
0.4
CPT0114840003
Tumor
0.4
CPT0105230003
Tumor
0.4
CPT0001380003
Tumor
0.4
CPT0118200003
Tumor
0.4
CPT0090570004
Tumor
0.4
CPT0008450003
Tumor
0.3
CPT0053040004
Tumor
0.3
CPT0083780003
Tumor
0.3
CPT0067450003
Tumor
0.3
CPT0067070003
Tumor
0.3
CPT0105630003
Tumor
0.3
CPT0067250003
Tumor
0.3
CPT0106110003
Tumor
0.3
CPT0147480004
Tumor
0.3
CPT0109740004
Tumor
0.3
CPT0105510003
Tumor
0.3
CPT0090700003
Tumor
0.3
CPT0069360003
Tumor
0.3
CPT0063810003
Tumor
0.3
CPT0013880003
Tumor
0.3
CPT0055100004
Tumor
0.3
CPT0118810003
Tumor
0.2
CPT0070060003
Tumor
0.2
CPT0090860003
Tumor
0.2
CPT0146880004
Tumor
0.2
CPT0118160003
Tumor
0.2
CPT0092930003
Tumor
0.2
CPT0014260003
Tumor
0.2
CPT0112060003
Tumor
0.2
CPT0146980004
Tumor
0.2
CPT0023320003
Normal
0.2
CPT0105710003
Tumor
0.2
CPT0147380004
Tumor
0.2
CPT0148180004
Tumor
0.2
CPT0105940003
Tumor
0.2
CPT0001060010
Tumor
0.2
CPT0052940004
Tumor
0.2
CPT0092530003
Tumor
0.2
CPT0147080004
Tumor
0.2
CPT0105600003
Tumor
0.2
CPT0086310003
Tumor
0.2
CPT0021450003
Tumor
0.1
CPT0069520003
Tumor
0.1
CPT0147880004
Tumor
0.1
CPT0102450003
Tumor
0.1
CPT0113990003
Tumor
0.1
CPT0115070003
Tumor
0.1
CPT0086750003
Tumor
0.1
CPT0067470004
Normal
0.1
CPT0147500003
Normal
0.1
CPT0011710004
Tumor
0.1
CPT0000920017
Tumor
0.1
CPT0023310003
Tumor
0.1
CPT0104970003
Tumor
0.1
CPT0090170004
Tumor
0.1
CPT0066890003
Tumor
0.1
CPT0105610003
Normal
0.1
CPT0098130003
Tumor
0.1
CPT0091240003
Tumor
0.1
CPT0067950003
Normal
0.1
CPT0001800013
Tumor
0.1
CPT0092240003
Tumor
0.1
CPT0084140003
Tumor
0.1
CPT0014930003
Normal
0.1
CPT0001660013
Tumor
0.1
CPT0062810003
Normal
0.1
CPT0013600003
Tumor
0.1
CPT0069720003
Normal
0.0
CPT0147580004
Tumor
0.0
CPT0083810003
Normal
0.0
CPT0118880003
Tumor
0.0
CPT0146680004
Tumor
0.0
CPT0067290003
Normal
0.0
CPT0068100003
Tumor
0.0
CPT0090720003
Normal
0.0
CPT0109760003
Normal
0.0
CPT0118650003
Normal
0.0
CPT0068610003
Tumor
0.0
CPT0148200003
Normal
0.0
CPT0148000003
Normal
0.0
CPT0115090003
Normal
0.0
CPT0125830003
Normal
0.0
CPT0118240003
Normal
0.0
CPT0069700003
Tumor
0.0
CPT0118360003
Normal
0.0
CPT0106100003
Normal
0.0
CPT0118600003
Normal
0.0
CPT0063730003
Tumor
0.0
CPT0068830003
Normal
0.0
CPT0001810003
Normal
0.0
CPT0063750003
Normal
0.0
CPT0114010003
Normal
0.0
CPT0082740004
Tumor
0.0
CPT0104750003
Tumor
0.0
CPT0068130003
Normal
0.0
CPT0092940003
Normal
0.0
CPT0112080003
Normal
0.0
CPT0114660004
Tumor
0.0
CPT0109680004
Tumor
0.0
CPT0067110003
Normal
0.0
CPT0109830004
Tumor
0.0
CPT0097580003
Tumor
0.0
CPT0001970003
Normal
0.0
CPT0110860004
Tumor
0.0
CPT0114690003
Normal
0.0
CPT0091860003
Tumor
0.0
CPT0067770003
Normal
0.0
CPT0147400003
Normal
0.0
CPT0008410003
Tumor
0.0
CPT0001070003
Normal
0.0
CPT0067620003
Tumor
0.0
CPT0001960003
Tumor
0.0
CPT0109700003
Normal
0.0
CPT0102480003
Normal
0.0
CPT0109720004
Tumor
0.0
CPT0118570003
Tumor
0.0
CPT0089360003
Normal
0.0
CPT0079850003
Normal
0.0
CPT0001390003
Normal
-0.1
CPT0105250003
Normal
-0.1
CPT0066930003
Normal
-0.1
CPT0091870003
Normal
-0.1
CPT0069370003
Normal
-0.1
CPT0109850003
Normal
-0.1
CPT0147600003
Normal
-0.1
CPT0146600003
Normal
-0.1
CPT0105680003
Normal
-0.1
CPT0090600003
Normal
-0.1
CPT0090370003
Normal
-0.1
CPT0114880003
Normal
-0.1
CPT0015410003
Tumor
-0.1
CPT0111300003
Tumor
-0.1
CPT0001580009
Tumor
-0.1
CPT0125810003
Tumor
-0.1
CPT0021490003
Normal
-0.1
CPT0118010003
Normal
-0.1
CPT0013910003
Normal
-0.1
CPT0118890003
Normal
-0.1
CPT0118830003
Normal
-0.1
CPT0146780004
Tumor
-0.1
CPT0091260003
Normal
-0.1
CPT0069550003
Normal
-0.1
CPT0105740003
Normal
-0.1
CPT0097600003
Normal
-0.1
CPT0109710003
Normal
-0.1
CPT0111480003
Normal
-0.1
CPT0105190003
Normal
-0.1
CPT0086320003
Normal
-0.1
CPT0110890003
Normal
-0.1
CPT0146700003
Normal
-0.1
CPT0113220003
Normal
-0.1
CPT0086770003
Normal
-0.1
CPT0014290003
Normal
-0.1
CPT0104760003
Normal
-0.1
CPT0110980004
Tumor
-0.1
CPT0105010004
Normal
-0.1
CPT0148280004
Tumor
-0.1
CPT0147900003
Normal
-0.1
CPT0147000003
Normal
-0.1
CPT0105370004
Normal
-0.1
CPT0084170003
Normal
-0.1
CPT0015420003
Normal
-0.1
CPT0089340003
Tumor
-0.2
CPT0147100003
Normal
-0.2
CPT0083140003
Normal
-0.2
CPT0148300003
Normal
-0.2
CPT0090900004
Normal
-0.2
CPT0000930003
Normal
-0.2
CPT0063840003
Normal
-0.2
CPT0066810003
Normal
-0.2
CPT0146800003
Normal
-0.2
CPT0104630003
Tumor
-0.2
CPT0070080003
Normal
-0.2
CPT0105980003
Normal
-0.2
CPT0083390004
Tumor
-0.2
CPT0105550003
Normal
-0.2
CPT0082850004
Tumor
-0.2
CPT0118180003
Normal
-0.2
CPT0013630003
Normal
-0.2
CPT0083100003
Tumor
-0.2
CPT0111590003
Normal
-0.2
CPT0092250003
Normal
-0.2
CPT0148100003
Normal
-0.2
CPT0008420003
Normal
-0.2
CPT0051690004
Tumor
-0.3
CPT0068650003
Normal
-0.3
CPT0001690003
Normal
-0.3
CPT0082890003
Normal
-0.3
CPT0090200003
Normal
-0.3
CPT0083420003
Normal
-0.3
CPT0011930003
Normal
-0.3
CPT0052170004
Tumor
-0.3
CPT0147980004
Tumor
-0.3
CPT0104650003
Normal
-0.3
CPT0082770003
Normal
-0.4
CPT0001590003
Normal
-0.4
CPT0011750003
Normal
-0.6
CPT0011910004
Tumor
-0.9
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0126450003
Tumor
0.8
CPT0191860003
Tumor
0.8
CPT0202020008
Tumor
0.7
CPT0104360003
Tumor
0.7
CPT0191710003
Tumor
0.7
CPT0112540003
Tumor
0.7
CPT0126670003
Tumor
0.6
CPT0197210003
Tumor
0.6
CPT0204800003
Tumor
0.6
CPT0183250004
Tumor
0.6
CPT0063430003
Tumor
0.6
CPT0202350004
Tumor
0.5
CPT0117720003
Tumor
0.5
CPT0233600003
Tumor
0.5
CPT0237760003
Tumor
0.5
CPT0146380004
Tumor
0.4
CPT0234560003
Tumor
0.4
CPT0209490003
Tumor
0.4
CPT0208770003
Tumor
0.4
CPT0001020003
Tumor
0.4
CPT0010050003
Tumor
0.4
CPT0245830003
Tumor
0.4
CPT0128890003
Tumor
0.4
CPT0146480004
Tumor
0.4
CPT0063480003
Tumor
0.4
CPT0104930003
Tumor
0.3
CPT0147680004
Tumor
0.3
CPT0111150004
Tumor
0.3
CPT0126740003
Tumor
0.3
CPT0023470003
Tumor
0.3
CPT0245780003
Tumor
0.3
CPT0217420003
Tumor
0.3
CPT0202530004
Tumor
0.3
CPT0222730003
Tumor
0.3
CPT0069890003
Tumor
0.3
CPT0068280003
Tumor
0.3
CPT0238110004
Tumor
0.3
CPT0241170003
Tumor
0.2
CPT0091050003
Tumor
0.2
CPT0233320003
Tumor
0.2
CPT0204600003
Tumor
0.2
CPT0083980003
Tumor
0.2
CPT0098770003
Tumor
0.2
CPT0175120003
Tumor
0.2
CPT0175390003
Tumor
0.2
CPT0204990003
Tumor
0.2
CPT0130270003
Tumor
0.2
CPT0187370003
Tumor
0.2
CPT0237970004
Tumor
0.2
CPT0105420003
Tumor
0.2
CPT0186130003
Tumor
0.2
CPT0209020004
Tumor
0.2
CPT0126830003
Normal
0.2
CPT0087190003
Tumor
0.2
CPT0007740003
Tumor
0.1
CPT0234930004
Tumor
0.1
CPT0112720003
Tumor
0.1
CPT0197740003
Tumor
0.1
CPT0222740003
Normal
0.1
CPT0090440003
Tumor
0.1
CPT0197150003
Tumor
0.1
CPT0192540004
Tumor
0.1
CPT0126390003
Tumor
0.1
CPT0196810003
Tumor
0.1
CPT0064040003
Tumor
0.1
CPT0237060004
Tumor
0.1
CPT0236420003
Tumor
0.1
CPT0068320003
Normal
0.1
CPT0136660003
Normal
0.1
CPT0086260003
Tumor
0.1
CPT0218280003
Tumor
0.1
CPT0237780003
Normal
0.1
CPT0237690004
Tumor
0.1
CPT0197090003
Tumor
0.1
CPT0147180004
Tumor
0.0
CPT0227070003
Normal
0.0
CPT0175560003
Tumor
0.0
CPT0197480003
Tumor
0.0
CPT0192590004
Normal
0.0
CPT0221650003
Tumor
0.0
CPT0233120003
Tumor
0.0
CPT0091090003
Normal
0.0
CPT0237410004
Tumor
0.0
CPT0205000003
Normal
0.0
CPT0130440004
Normal
0.0
CPT0105430003
Normal
0.0
CPT0195510003
Tumor
0.0
CPT0089880003
Tumor
0.0
CPT0104380003
Normal
0.0
CPT0130030003
Tumor
0.0
CPT0237710003
Normal
0.0
CPT0091610003
Tumor
0.0
CPT0191930003
Normal
0.0
CPT0147200003
Normal
0.0
CPT0245880003
Tumor
0.0
CPT0186140003
Normal
0.0
CPT0227400003
Tumor
0.0
CPT0197380003
Normal
0.0
CPT0126810003
Tumor
0.0
CPT0234820003
Normal
0.0
CPT0227020003
Tumor
0.0
CPT0209510003
Normal
0.0
CPT0219390003
Normal
0.0
CPT0234580003
Normal
0.0
CPT0221220003
Normal
-0.1
CPT0108560003
Tumor
-0.1
CPT0190550003
Tumor
-0.1
CPT0079050003
Tumor
-0.1
CPT0209040003
Normal
-0.1
CPT0079110003
Normal
-0.1
CPT0241210003
Normal
-0.1
CPT0146500003
Normal
-0.1
CPT0123350003
Tumor
-0.1
CPT0202040003
Normal
-0.1
CPT0202400004
Normal
-0.1
CPT0112650003
Tumor
-0.1
CPT0232670003
Tumor
-0.1
CPT0130310003
Normal
-0.1
CPT0175160003
Normal
-0.1
CPT0237550004
Tumor
-0.1
CPT0237570003
Normal
-0.1
CPT0130410003
Tumor
-0.1
CPT0191750003
Normal
-0.1
CPT0223790003
Tumor
-0.1
CPT0234950004
Normal
-0.1
CPT0207210003
Tumor
-0.1
CPT0187380003
Normal
-0.1
CPT0195520003
Normal
-0.1
CPT0236430003
Normal
-0.1
CPT0023500003
Normal
-0.1
CPT0208780003
Normal
-0.1
CPT0233640003
Normal
-0.1
CPT0197520003
Normal
-0.1
CPT0117770003
Normal
-0.1
CPT0123370003
Normal
-0.1
CPT0197860003
Normal
-0.1
CPT0102790003
Tumor
-0.1
CPT0108600003
Normal
-0.1
CPT0079060003
Normal
-0.1
CPT0219360003
Tumor
-0.1
CPT0225380003
Tumor
-0.1
CPT0237990003
Normal
-0.1
CPT0112660003
Normal
-0.1
CPT0245890003
Normal
-0.2
CPT0197170003
Normal
-0.2
CPT0128900003
Normal
-0.2
CPT0112580003
Tumor
-0.2
CPT0091820003
Tumor
-0.2
CPT0202170003
Tumor
-0.2
CPT0204660003
Normal
-0.2
CPT0175410003
Normal
-0.2
CPT0104950003
Normal
-0.2
CPT0221200003
Tumor
-0.2
CPT0245840003
Normal
-0.2
CPT0112730003
Normal
-0.2
CPT0126530003
Tumor
-0.2
CPT0197100003
Normal
-0.2
CPT0237200004
Tumor
-0.2
CPT0147700003
Normal
-0.2
CPT0225470003
Normal
-0.2
CPT0098800003
Normal
-0.2
CPT0233160003
Normal
-0.2
CPT0232690003
Normal
-0.2
CPT0207250003
Normal
-0.2
CPT0126400003
Normal
-0.2
CPT0183270003
Normal
-0.2
CPT0001030003
Normal
-0.2
CPT0130070003
Normal
-0.2
CPT0079100003
Tumor
-0.2
CPT0086270003
Normal
-0.2
CPT0237210003
Normal
-0.2
CPT0233330003
Normal
-0.2
CPT0087210003
Normal
-0.2
CPT0221660003
Normal
-0.2
CPT0083990003
Normal
-0.2
CPT0112550003
Normal
-0.2
CPT0091620003
Normal
-0.2
CPT0115830003
Tumor
-0.2
CPT0186210003
Normal
-0.2
CPT0217490003
Normal
-0.2
CPT0234790003
Tumor
-0.2
CPT0245790003
Normal
-0.2
CPT0115860003
Normal
-0.2
CPT0069900003
Normal
-0.2
CPT0202220004
Normal
-0.2
CPT0007760003
Normal
-0.2
CPT0237080003
Normal
-0.2
CPT0126760003
Normal
-0.3
CPT0186180003
Tumor
-0.3
CPT0202740003
Normal
-0.3
CPT0175260003
Tumor
-0.3
CPT0202720003
Tumor
-0.3
CPT0146400003
Normal
-0.3
CPT0238130003
Normal
-0.3
CPT0102840003
Normal
-0.3
CPT0112600003
Normal
-0.3
CPT0227420003
Normal
-0.3
CPT0136640003
Tumor
-0.3
CPT0202580004
Normal
-0.3
CPT0010060003
Normal
-0.3
CPT0101130003
Tumor
-0.3
CPT0237430003
Normal
-0.3
CPT0063440003
Normal
-0.3
CPT0196820003
Normal
-0.3
CPT0063500003
Normal
-0.3
CPT0204820003
Normal
-0.3
CPT0218310003
Normal
-0.3
CPT0175270003
Normal
-0.4
CPT0111000004
Normal
-0.4
CPT0064050003
Normal
-0.4
CPT0223820003
Normal
-0.5
CPT0126470003
Normal
-0.5
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LUNG 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
