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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.
S100A8 is not prognostic 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
292.0
Number of samples
497
Samples
Sample
Description
TPM
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
37208.6
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
15028.8
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
10716.7
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
5781.5
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
5470.6
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
4551.9
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
4205.2
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
3479.0
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
2000.9
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
1944.2
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1726.7
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
1438.0
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
1410.2
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
1291.7
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
1288.2
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
1170.3
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
1154.4
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
971.0
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
967.4
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
942.1
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
797.5
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
764.1
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
752.9
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
698.0
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
643.7
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
601.2
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
597.0
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
585.4
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
574.4
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
525.9
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
481.3
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
467.9
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
465.3
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
459.6
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
432.1
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
419.7
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
406.6
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
405.4
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
403.2
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
398.3
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
374.0
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
356.3
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
348.1
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
343.1
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
331.2
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
320.4
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
296.5
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
282.3
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
280.0
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
272.4
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
266.5
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
252.6
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
245.5
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
237.4
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
234.3
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
233.4
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
231.8
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
227.2
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
223.9
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
219.2
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
214.9
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
212.3
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
209.8
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
209.5
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
209.1
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
206.0
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
203.3
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
200.8
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
200.3
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
199.2
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
196.6
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
195.7
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
193.0
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
191.7
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
188.5
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
185.5
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
182.6
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
177.5
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
176.3
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
175.5
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
174.3
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
168.7
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
168.0
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
166.2
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
164.4
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
163.2
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
162.0
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
160.5
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
159.3
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
157.4
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
156.0
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
155.9
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
154.1
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
150.2
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
148.3
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
146.2
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
145.3
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
141.7
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
141.1
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
139.5
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
138.7
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
137.1
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
134.2
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
133.6
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
131.6
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
131.5
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
131.3
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
128.9
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
128.5
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
128.3
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
128.1
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
127.7
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
127.6
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
121.4
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
120.8
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
120.8
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
119.7
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
117.2
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
116.8
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
116.6
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
116.4
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
113.3
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
111.3
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
110.9
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
110.6
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
110.2
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
109.9
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
109.7
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
109.1
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
109.1
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
108.2
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
106.9
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
106.5
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
106.4
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
105.6
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
105.6
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
100.6
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
100.4
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
99.7
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
99.5
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
99.5
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
98.3
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
96.7
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
95.0
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
94.0
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
93.3
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
92.4
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
92.0
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
91.9
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
90.0
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
89.1
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
88.7
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
86.4
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
85.9
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
85.9
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
85.2
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
85.0
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
84.9
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
83.3
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
82.5
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
82.3
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
81.0
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
81.0
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
80.8
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
80.8
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
80.6
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
79.1
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
78.8
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
78.2
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
78.0
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
77.1
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
76.4
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
76.2
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
75.5
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
75.3
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
74.6
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
74.5
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
74.1
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
73.9
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
72.5
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
72.5
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
72.1
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
71.8
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
71.6
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
71.2
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
71.2
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
70.8
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
70.4
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
69.6
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
69.4
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
69.0
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
68.7
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
68.3
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
68.1
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
67.8
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
67.6
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
67.5
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
67.5
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
67.2
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
67.1
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
66.8
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
66.0
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
65.9
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
65.3
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
65.3
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
65.1
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
65.0
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
64.6
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
64.2
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
63.2
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
63.0
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
62.8
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
62.6
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
62.5
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
60.9
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
59.8
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
59.7
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
59.2
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
58.8
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
57.9
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
57.7
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
57.3
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
56.9
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
56.7
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
56.6
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
56.4
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
55.8
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
55.8
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
55.6
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
55.2
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
54.9
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
54.3
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
54.3
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
54.2
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
54.1
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
53.2
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
53.0
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
52.8
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
52.7
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
52.6
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
52.2
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
52.0
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
51.6
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
51.6
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
51.5
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
51.5
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
51.4
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
51.2
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
50.7
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
50.6
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
50.2
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
50.1
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
49.7
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
49.5
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
49.1
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
49.0
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
48.6
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
48.5
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
48.3
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
48.2
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
47.3
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
47.0
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
46.8
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
46.2
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
46.1
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
46.1
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
46.1
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
46.0
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
45.6
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
44.7
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
44.5
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
44.3
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
44.0
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
43.6
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
43.4
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
43.0
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
42.8
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
42.7
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
42.5
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
42.3
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
42.2
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
42.1
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
42.0
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
42.0
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
41.6
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
41.0
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
40.9
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
40.8
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
40.7
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
40.6
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
40.5
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
40.5
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
40.4
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
40.2
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
40.0
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
39.7
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
39.7
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
39.5
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
39.4
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
38.8
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
38.8
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
38.5
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
37.9
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
37.9
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
37.7
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
37.5
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
37.4
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
37.2
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
37.1
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
37.1
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
37.1
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
36.9
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
36.7
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
36.4
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
36.4
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
36.2
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
36.1
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
35.6
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
35.5
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
35.5
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
35.4
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
35.4
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
35.2
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
35.1
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
35.0
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
34.8
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
34.5
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
33.9
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
33.8
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
33.8
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
33.3
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
33.0
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
32.6
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
32.4
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
32.2
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
32.2
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
31.8
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
31.6
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
31.5
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
31.5
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
31.2
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
31.1
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
31.0
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
30.8
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
30.7
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
30.7
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
30.6
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
30.5
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
30.5
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
30.4
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
30.2
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
29.8
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
29.8
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
29.7
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
29.4
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
29.2
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
29.1
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
29.1
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
29.0
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
29.0
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
28.8
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
28.7
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
28.5
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
28.5
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
28.3
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
28.0
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
27.9
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
27.9
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
27.8
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
27.7
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
27.0
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
27.0
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
27.0
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
27.0
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
26.9
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
26.7
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
26.7
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
26.5
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
25.8
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
25.8
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
25.7
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
25.7
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
25.6
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
25.5
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
25.5
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
25.5
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
24.8
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
24.5
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
24.4
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
24.1
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
24.1
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
24.1
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
24.1
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
24.0
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
23.8
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
23.7
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
23.6
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
23.4
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
22.8
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
22.8
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
22.3
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
22.2
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
22.0
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
21.7
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
21.6
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
21.4
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
21.2
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
21.2
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
20.9
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
20.9
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
20.9
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
20.7
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
20.7
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
20.6
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
20.5
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
20.1
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
20.0
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
20.0
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
19.9
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
19.8
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
19.8
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
19.7
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
19.5
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
19.4
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
19.1
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
18.9
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
18.8
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
18.5
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
18.5
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
18.3
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
18.3
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
18.2
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
18.2
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
18.1
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
17.7
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
17.4
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
17.2
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
17.1
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
16.8
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
16.6
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
16.4
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
16.3
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
15.5
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
15.5
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
15.3
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
15.2
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
15.0
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
14.8
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
14.4
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
13.7
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
13.2
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
13.1
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
13.0
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
12.9
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
12.7
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
12.6
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
12.5
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
12.2
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
12.0
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
12.0
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
11.9
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
11.7
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
11.3
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
11.3
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
11.3
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
10.8
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
10.8
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
10.6
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
10.6
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
10.6
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
10.3
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
9.9
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
9.7
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
9.5
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
9.5
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
9.3
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
9.3
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
9.2
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
9.2
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
9.1
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
8.9
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
8.6
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
8.6
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
8.1
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
7.9
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
7.3
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
7.1
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
6.3
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
6.2
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
5.8
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
5.3
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
4.5
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
3.9
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
3.8
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
3.8
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
3.5
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 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.
S100A8 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
217.8
Number of samples
105
Samples
Sample
Description
TPM
L828
0 years, female, stage:Stage IIB, alive, 2222 days
9364.6
L599
0 years, male, stage:Stage IB, dead, 2083 days
1002.3
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
649.5
L773
0 years, female, stage:Stage IV, dead, 311 days
586.6
L766
0 years, male, stage:Stage IB, alive, 1793 days
506.0
L695
0 years, female, stage:Stage IB, dead, 1762 days
404.4
L551
0 years, male, stage:Stage IA, alive, 2924 days
381.4
L887
0 years, male, stage:Stage IA, dead, 374 days
323.5
L585
0 years, female, stage:Stage IIA, dead, 402 days
266.4
L565
0 years, female, stage:Stage IB, dead, 543 days
265.4
L827
0 years, male, stage:Stage IIB, dead, 1105 days
245.1
L682
0 years, female, stage:Stage IIB, dead, 840 days
241.7
L890
0 years, female, stage:Stage IIB, dead, 1264 days
218.8
L404
0 years, female, stage:Stage IIA, dead, 2318 days
213.4
L885
0 years, female, stage:Stage IA, alive, 1618 days
193.8
L617
0 years, male, stage:Stage IIIA, dead, 238 days
188.3
L838
0 years, female, stage:Stage IA, dead, 1005 days
186.4
L662
0 years, male, stage:Stage IA, dead, 865 days
181.8
L808
0 years, female, stage:Stage IA, alive, 3001 days
180.5
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
177.9
L656
0 years, male, stage:Stage IA, alive, 2227 days
175.0
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
172.9
L593
0 years, male, stage:Stage IA, dead, 2436 days
170.6
L703
0 years, male, stage:Stage IIA, dead, 1137 days
169.3
L749
0 years, female, stage:Stage IIIA, dead, 189 days
157.7
L746
0 years, female, stage:Stage IIIA, dead, 594 days
156.3
L663
0 years, female, stage:Stage IB, alive, 2018 days
150.4
L601
0 years, male, stage:Stage IB, dead, 2068 days
148.9
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
139.8
L462
0 years, male, stage:Stage IIIA, dead, 568 days
136.0
L865
0 years, female, stage:Stage IIB, alive, 1927 days
135.3
L473
0 years, female, stage:Stage IA, alive, 3021 days
132.3
L557
0 years, female, stage:Stage IB, alive, 2580 days
131.4
L802
0 years, female, stage:Stage IA, dead, 773 days
124.7
L543
0 years, male, stage:Stage IA, alive, 2711 days
122.0
L458
0 years, female, stage:Stage IA, dead, 223 days
120.5
L596
0 years, female, stage:Stage IA, alive, 2319 days
117.4
L545
0 years, female, stage:Stage IA, alive, 2874 days
115.4
L867
0 years, female, stage:Stage IIIA, dead, 317 days
111.7
L569
0 years, female, stage:Stage IA, alive, 2531 days
108.1
L871
0 years, male, stage:Stage IB, dead, 873 days
107.0
L678
0 years, female, stage:Stage IB, dead, 1114 days
106.1
L606
0 years, male, stage:Stage IA, alive, 2336 days
104.4
L816
0 years, female, stage:Stage IIA, dead, 353 days
100.6
L810
0 years, female, stage:Stage IIIA, dead, 625 days
100.6
L530
0 years, female, stage:Stage IIA, dead, 308 days
100.5
L782
0 years, female, stage:Stage IIB, alive, 3371 days
99.6
L832
0 years, female, stage:Stage IA, alive, 2145 days
98.3
L546
0 years, male, stage:Stage IA, dead, 973 days
97.9
L778
0 years, female, stage:Stage IA, alive, 1600 days
94.9
L400
0 years, male, stage:Stage IIA, dead, 1233 days
94.4
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
93.5
L613
0 years, male, stage:Stage IIIA, dead, 19 days
92.2
L541
0 years, female, stage:Stage IIIA, dead, 915 days
92.1
L875
0 years, female, stage:Stage IA, alive, 1675 days
92.0
L768
0 years, male, stage:Stage IIIA, dead, 472 days
91.2
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
87.9
L630
0 years, female, stage:Stage IA, dead, 1733 days
87.6
L673
0 years, female, stage:Stage IA, dead, 568 days
84.0
L791
0 years, female, stage:Stage IIIA, dead, 368 days
83.6
L638
0 years, male, stage:Stage IA, alive, 2076 days
82.8
L800
0 years, female, stage:Stage IA, dead, 2417 days
82.2
L626
0 years, female, stage:Stage IA, dead, 1994 days
81.8
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
79.5
L872
0 years, female, stage:Stage IA, alive, 1793 days
77.5
L607
0 years, male, stage:Stage IB, alive, 2572 days
75.7
L620
0 years, female, stage:Stage IIIA, dead, 338 days
75.0
L738
0 years, female, stage:Stage IB, dead, 1314 days
74.6
L851
0 years, male, stage:Stage IB, dead, 1315 days
74.5
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
73.8
L683
0 years, female, stage:Stage IIA, dead, 612 days
70.3
L532
0 years, female, stage:Stage IA, dead, 301 days
69.0
L413
0 years, female, stage:Stage IIIA, dead, 313 days
67.1
L439
0 years, male, stage:Stage IIB, dead, 2773 days
66.3
L605
0 years, female, stage:Stage IA, alive, 2460 days
65.0
L880
0 years, female, stage:Stage IA, alive, 1767 days
64.1
L850
0 years, male, stage:Stage IIIA, dead, 997 days
63.4
L877
0 years, female, stage:Stage IA, alive, 1599 days
63.3
L873
0 years, female, stage:Stage IA, alive, 1740 days
61.2
L493
0 years, female, stage:Stage IIB, alive, 2945 days
59.5
L455
0 years, female, stage:Stage IA, alive, 3315 days
55.0
L725
0 years, female, stage:Stage IA, alive, 1830 days
54.9
L446
0 years, female, stage:Stage IIB, dead, 415 days
53.4
L561
0 years, female, stage:Stage IA, alive, 2543 days
52.7
L603
0 years, female, stage:Stage IB, dead, 972 days
51.2
L616
0 years, male, stage:Stage IA, dead, 410 days
49.5
L879
0 years, male, stage:Stage IV, dead, 873 days
49.1
L688
0 years, male, stage:Stage IIIA, dead, 789 days
48.2
L602
0 years, female, stage:Stage IA, alive, 2277 days
44.1
L829
0 years, male, stage:Stage IA, alive, 2173 days
43.3
L484
0 years, female, stage:Stage IA, alive, 2895 days
41.8
L831
0 years, female, stage:Stage IB, alive, 2152 days
41.6
L731
0 years, female, stage:Stage IA, dead, 964 days
40.0
L728
0 years, male, stage:Stage IIB, dead, 1128 days
39.2
L710
0 years, female, stage:Stage IIA, alive, 1775 days
37.6
L735
0 years, female, stage:Stage IA, alive, 1830 days
35.5
L689
0 years, male, stage:Stage IA, alive, 1943 days
35.3
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
33.1
L504
0 years, female, stage:Stage IA, dead, 1295 days
31.0
L566
0 years, male, stage:Stage IB, alive, 2489 days
29.3
L826
0 years, female, stage:Stage IV, dead, 935 days
27.6
L531
0 years, male, stage:Stage IB, dead, 928 days
24.9
L440
0 years, male, stage:Stage IIB, dead, 651 days
23.8
L842
0 years, female, stage:Stage IB, alive, 2005 days
13.8
L612
0 years, female, stage:Stage IIIA, alive, 2410 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.
S100A8 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
2355.5
Number of samples
489
Samples
Sample
Description
TPM
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
42280.3
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
42122.9
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
34450.7
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
32583.0
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
30950.3
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
28192.6
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
28083.7
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
25357.2
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
22815.5
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
19028.1
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
18449.4
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
18278.7
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
17297.4
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
16785.5
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
16431.2
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
16100.7
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
14261.3
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
14101.9
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
13422.8
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
13077.1
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
12773.1
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
12545.5
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
11714.7
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
11605.3
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
11572.6
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
10557.5
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
10542.1
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
10509.7
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
10351.4
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
9806.2
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
9578.2
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
8871.5
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
8851.5
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
8755.1
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
8440.5
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
8425.2
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
8246.6
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
7995.4
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
7919.9
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
7326.3
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
6856.3
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
6767.0
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
6695.8
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
6687.1
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
6650.6
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
6540.8
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
6462.1
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
6307.0
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
6183.3
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
6183.3
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
6142.1
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
6009.4
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
5892.7
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
5890.9
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
5859.3
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
5570.9
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
5467.5
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
5082.4
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
5064.9
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
5002.7
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
4941.0
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
4879.7
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
4822.9
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
4756.1
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
4700.9
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
4672.4
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
4568.9
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
4406.5
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
4344.1
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
4103.3
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
3890.1
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
3855.6
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
3853.4
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
3720.5
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
3719.0
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
3684.0
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
3673.2
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
3632.9
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
3628.0
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
3450.7
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
3435.3
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
3371.1
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
3332.9
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
3305.5
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
3257.8
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
3240.8
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
3209.4
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
3188.4
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
3160.7
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
3134.0
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
3131.1
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
3105.6
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
3070.3
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
3006.7
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
2998.0
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
2991.3
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
2971.3
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
2950.9
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
2936.9
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
2810.2
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
2801.4
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
2771.2
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
2743.3
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
2710.2
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
2706.1
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
2676.9
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
2664.5
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
2602.2
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
2579.6
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
2559.4
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
2434.5
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
2431.4
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
2419.5
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
2400.7
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
2365.2
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
2339.2
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
2335.8
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
2295.3
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
2290.6
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
2278.5
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
2239.4
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
2157.7
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
2153.7
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
2102.6
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
2046.8
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
1973.4
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
1970.6
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
1920.2
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
1889.9
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
1872.4
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
1870.4
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
1854.1
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
1824.8
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
1815.9
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
1811.8
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
1810.4
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
1784.5
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
1782.9
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
1750.6
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
1739.8
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
1737.4
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
1722.2
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
1711.2
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
1708.9
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
1675.8
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
1657.1
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
1638.2
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
1625.3
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
1587.9
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
1579.5
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
1555.3
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
1539.0
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
1522.2
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
1520.3
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
1515.3
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
1485.4
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
1452.8
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
1422.4
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
1397.0
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
1374.1
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
1373.8
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
1334.3
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
1273.9
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
1203.0
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
1158.4
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
1130.3
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
1102.8
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
1073.0
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
1052.3
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
1029.8
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
1028.2
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
1028.0
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
1025.2
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
1021.9
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
995.1
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
993.8
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
991.0
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
990.4
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
990.3
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
990.2
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
969.3
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
953.1
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
947.8
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
941.3
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
940.2
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
936.4
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
934.2
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
925.5
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
922.8
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
917.1
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
893.9
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
893.8
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
877.1
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
876.0
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
873.7
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
873.4
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
860.6
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
857.8
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
853.0
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
842.1
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
840.5
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
826.1
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
818.4
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
813.8
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
805.2
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
793.7
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
789.5
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
774.7
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
771.8
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
747.1
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
746.2
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
735.4
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
735.1
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
731.7
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
725.7
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
720.2
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
719.6
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
717.8
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
717.2
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
715.6
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
703.2
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
674.5
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
669.5
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
659.2
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
656.3
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
621.7
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
609.5
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
593.2
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
591.6
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
588.3
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
587.6
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
585.8
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
576.5
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
565.0
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
562.9
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
555.4
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
524.2
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
500.4
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
500.0
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
499.9
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
499.0
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
497.6
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
492.9
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
490.3
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
489.4
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
485.1
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
478.8
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
472.9
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
466.1
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
439.3
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
438.2
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
426.9
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
426.6
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
418.0
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
417.3
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
416.4
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
413.5
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
401.1
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
394.9
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
385.0
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
380.2
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
372.4
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
367.2
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
361.7
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
360.1
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
357.9
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
349.3
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
345.6
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
337.2
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
332.7
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
332.5
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
326.6
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
318.8
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
310.8
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
307.9
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
306.9
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
303.8
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
300.7
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
289.8
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
286.6
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
286.4
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
282.2
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
281.3
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
279.1
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
277.6
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
275.9
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
274.1
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
272.4
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
265.6
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
265.2
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
264.3
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
264.2
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
253.3
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
252.4
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
252.3
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
251.9
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
249.6
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
246.4
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
245.5
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
244.7
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
243.0
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
240.9
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
235.0
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
230.7
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
218.3
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
215.0
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
213.8
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
213.6
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
210.0
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
208.9
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
203.9
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
200.9
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
198.2
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
191.1
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
184.9
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
184.0
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
180.0
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
178.5
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
176.6
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
175.7
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
172.1
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
167.5
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
165.3
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
161.8
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
160.6
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
160.4
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
159.6
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
154.1
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
153.6
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
152.8
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
152.5
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
150.3
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
148.4
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
145.3
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
144.7
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
143.9
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
142.9
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
142.8
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
141.4
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
140.9
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
136.8
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
134.5
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
133.4
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
133.2
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
132.9
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
131.9
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
127.8
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
124.8
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
123.3
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
123.2
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
117.3
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
115.8
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
114.2
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
113.8
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
113.6
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
112.2
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
109.1
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
109.1
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
105.2
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
104.3
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
104.2
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
103.9
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
101.8
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
101.3
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
101.1
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
99.6
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
98.2
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
97.6
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
95.7
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
94.6
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
94.3
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
93.2
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
93.0
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
92.1
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
89.9
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
89.7
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
89.1
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
88.2
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
88.1
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
83.9
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
83.7
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
83.3
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
82.5
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
79.7
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
79.1
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
78.1
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
77.4
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
77.0
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
77.0
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
75.9
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
75.6
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
74.6
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
74.0
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
74.0
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
72.9
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
71.8
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
71.5
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
71.3
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
69.3
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
66.2
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
65.4
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
65.0
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
64.7
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
63.6
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
63.4
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
63.3
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
61.8
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
61.1
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
60.2
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
58.9
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
57.6
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
57.3
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
57.3
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
56.7
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
56.6
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
55.9
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
53.9
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
52.3
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
51.9
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
51.9
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
50.1
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
50.1
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
50.0
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
48.7
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
47.6
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
47.6
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
47.4
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
47.0
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
45.2
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
45.2
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
45.1
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
45.1
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
45.0
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
44.7
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
43.5
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
42.8
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
42.1
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
41.6
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
41.3
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
40.4
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
39.3
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
38.8
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
38.2
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
36.0
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
35.5
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
35.4
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
35.3
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
34.1
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
34.1
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
33.0
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
31.7
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
30.7
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
29.9
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
29.2
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
29.0
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
28.0
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
27.1
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
26.1
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
25.6
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
24.2
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
22.7
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
21.9
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
21.9
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
20.2
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
20.2
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
19.7
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
19.5
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
19.5
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
19.3
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
19.1
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
17.1
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
16.5
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
16.3
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
16.0
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
15.0
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
14.2
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
13.9
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
13.2
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
12.2
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
11.0
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
9.1
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
8.9
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
8.0
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
6.9
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
5.0
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.9
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
4.7
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
4.3
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 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.
S100A8 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
1876.3
Number of samples
68
Samples
Sample
Description
TPM
L642
0 years, male, stage:Stage IB, dead, 1167 days
33635.2
L568
0 years, female, stage:Stage IIB, dead, 71 days
9382.3
L858
0 years, female, stage:Stage IIB, dead, 558 days
9172.9
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
8062.1
L864
0 years, female, stage:Stage IA, alive, 2192 days
7159.7
L488
0 years, female, stage:Stage IIA, alive, 2993 days
5931.5
L818
0 years, male, stage:Stage IB, alive, 2480 days
4569.7
L496
0 years, male, stage:Stage IB, alive, 2761 days
3602.0
L490
0 years, male, stage:Stage IA, dead, 716 days
3255.0
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
3107.2
L715
0 years, female, stage:Stage IIIA, dead, 150 days
2738.3
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
2658.5
L736
0 years, male, stage:Stage IA, dead, 1195 days
2337.3
L884
0 years, male, stage:Stage IIA, alive, 1627 days
2246.3
L406
0 years, male, stage:Stage IA, alive, 3057 days
1972.7
L572
0 years, male, stage:Stage IA, alive, 2532 days
1830.5
L539
0 years, male, stage:Stage IB, dead, 370 days
1795.7
L472
0 years, male, stage:Stage IB, dead, 423 days
1780.6
L420
0 years, female, stage:Stage IIB, dead, 295 days
1622.3
L456
0 years, male, stage:Stage IIA, dead, 1660 days
1561.7
L856
0 years, male, stage:Stage IA, dead, 1465 days
1445.8
L719
0 years, male, stage:Stage IB, alive, 1615 days
1409.5
L760
0 years, male, stage:Stage IIA, alive, 1895 days
1204.0
L655
0 years, male, stage:Stage IIA, dead, 1603 days
1173.3
L442
0 years, female, stage:Stage IB, dead, 2433 days
1128.3
L881
0 years, male, stage:Stage IB, alive, 1752 days
959.4
L650
0 years, female, stage:Stage IB, dead, 986 days
838.2
L559
0 years, male, stage:Stage IIB, alive, 2615 days
824.1
L470
0 years, female, stage:Stage IB, dead, 1774 days
816.5
L633
0 years, female, stage:Stage IA, alive, 2102 days
805.1
L758
0 years, male, stage:Stage IA, dead, 1562 days
718.4
L886
0 years, male, stage:Stage IB, dead, 1932 days
708.5
L466
0 years, female, stage:Stage IIIA, dead, 412 days
532.9
L747
0 years, female, stage:Stage IA, dead, 1112 days
407.7
L820
0 years, female, stage:Stage IA, alive, 2405 days
382.0
L723
0 years, male, stage:Stage IIA, dead, 433 days
347.4
L852
0 years, male, stage:Stage IB, dead, 700 days
334.4
L755
0 years, male, stage:Stage IIA, dead, 227 days
314.5
L652
0 years, male, stage:Stage IA, dead, 5 days
307.0
L483
0 years, male, stage:Stage IB, dead, 77 days
301.9
L563
0 years, female, stage:Stage IIB, dead, 1216 days
271.0
L767
0 years, male, stage:Stage IA, alive, 1718 days
257.6
L529
0 years, female, stage:Stage IA, alive, 2775 days
257.0
L857
0 years, male, stage:Stage IB, dead, 226 days
239.7
L824
0 years, male, stage:Stage IA, dead, 665 days
223.2
L447
0 years, male, stage:Stage IIB, alive, 3203 days
215.9
L644
0 years, male, stage:Stage IA, dead, 282 days
210.7
L685
0 years, female, stage:Stage IIB, alive, 1944 days
188.4
L604
0 years, male, stage:Stage IIA, dead, 286 days
187.1
L464
0 years, male, stage:Stage IB, dead, 1935 days
184.3
L854
0 years, female, stage:Stage IB, alive, 2256 days
180.6
L788
0 years, female, stage:Stage IA, alive, 3385 days
166.7
L534
0 years, male, stage:Stage IIA, alive, 2693 days
160.1
L661
0 years, male, stage:Stage IA, dead, 1123 days
139.3
L860
0 years, male, stage:Stage IA, alive, 2056 days
137.7
L739
0 years, female, stage:Stage IIIA, dead, 352 days
131.1
L444
0 years, female, stage:Stage IIB, alive, 3337 days
131.1
L753
0 years, male, stage:Stage IIA, alive, 1705 days
125.1
L592
0 years, male, stage:Stage IB, alive, 2368 days
112.7
L744
0 years, male, stage:Stage IA, alive, 1614 days
106.1
L608
0 years, male, stage:Stage IA, alive, 2350 days
105.9
L712
0 years, male, stage:Stage IA, alive, 1698 days
101.9
L468
0 years, male, stage:Stage IB, alive, 3004 days
96.5
L457
0 years, female, stage:Stage IIA, alive, 2901 days
82.3
L756
0 years, male, stage:Stage IB, alive, 1796 days
81.9
L586
0 years, male, stage:Stage IIA, dead, 784 days
58.1
L658
0 years, female, stage:Stage IIB, alive, 2083 days
34.5
L459
0 years, male, stage:Stage IIA, alive, 3181 days
25.9
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0106110003
Tumor
2.5
CPT0118340003
Tumor
2.3
CPT0105060003
Tumor
2.1
CPT0011710004
Tumor
1.9
CPT0114840003
Tumor
1.7
CPT0105600003
Tumor
1.6
CPT0117970003
Tumor
1.6
CPT0083780003
Tumor
1.6
CPT0148180004
Tumor
1.6
CPT0011750003
Normal
1.5
CPT0014860003
Tumor
1.5
CPT0097580003
Tumor
1.5
CPT0105270003
Tumor
1.5
CPT0083140003
Normal
1.4
CPT0000920017
Tumor
1.3
CPT0118810003
Tumor
1.3
CPT0079850003
Normal
1.3
CPT0090720003
Normal
1.3
CPT0066930003
Normal
1.3
CPT0001800013
Tumor
1.3
CPT0069550003
Normal
1.3
CPT0082770003
Normal
1.2
CPT0068130003
Normal
1.2
CPT0111590003
Normal
1.2
CPT0125830003
Normal
1.1
CPT0146980004
Tumor
1.1
CPT0118570003
Tumor
1.1
CPT0105610003
Normal
1.1
CPT0067070003
Tumor
1.1
CPT0109740004
Tumor
1.0
CPT0070080003
Normal
1.0
CPT0084170003
Normal
1.0
CPT0118620003
Tumor
1.0
CPT0090900004
Normal
1.0
CPT0001380003
Tumor
0.9
CPT0098130003
Tumor
0.9
CPT0118830003
Normal
0.9
CPT0091870003
Normal
0.9
CPT0118890003
Normal
0.8
CPT0051690004
Tumor
0.8
CPT0089360003
Normal
0.8
CPT0109760003
Normal
0.8
CPT0067950003
Normal
0.8
CPT0001970003
Normal
0.8
CPT0082890003
Normal
0.8
CPT0114690003
Normal
0.7
CPT0086770003
Normal
0.7
CPT0112080003
Normal
0.7
CPT0090600003
Normal
0.7
CPT0090200003
Normal
0.7
CPT0091260003
Normal
0.6
CPT0105010004
Normal
0.6
CPT0013910003
Normal
0.6
CPT0147000003
Normal
0.5
CPT0067770003
Normal
0.5
CPT0008450003
Tumor
0.5
CPT0113220003
Normal
0.5
CPT0109700003
Normal
0.5
CPT0067940003
Tumor
0.5
CPT0118360003
Normal
0.4
CPT0000930003
Normal
0.4
CPT0069520003
Tumor
0.4
CPT0063840003
Normal
0.4
CPT0111480003
Normal
0.4
CPT0086320003
Normal
0.4
CPT0105980003
Normal
0.4
CPT0091860003
Tumor
0.4
CPT0052940004
Tumor
0.4
CPT0023310003
Tumor
0.4
CPT0068830003
Normal
0.4
CPT0062810003
Normal
0.4
CPT0105940003
Tumor
0.4
CPT0118240003
Normal
0.3
CPT0102480003
Normal
0.3
CPT0118600003
Normal
0.3
CPT0104760003
Normal
0.3
CPT0105190003
Normal
0.3
CPT0148200003
Normal
0.3
CPT0146700003
Normal
0.3
CPT0067250003
Tumor
0.3
CPT0097600003
Normal
0.3
CPT0083420003
Normal
0.3
CPT0008420003
Normal
0.3
CPT0082850004
Tumor
0.3
CPT0118160003
Tumor
0.3
CPT0070060003
Tumor
0.3
CPT0001660013
Tumor
0.3
CPT0105250003
Normal
0.2
CPT0112060003
Tumor
0.2
CPT0114880003
Normal
0.2
CPT0113990003
Tumor
0.2
CPT0001590003
Normal
0.2
CPT0118650003
Normal
0.2
CPT0105550003
Normal
0.2
CPT0148100003
Normal
0.2
CPT0092250003
Normal
0.2
CPT0146800003
Normal
0.2
CPT0090860003
Tumor
0.2
CPT0118010003
Normal
0.2
CPT0063750003
Normal
0.1
CPT0090370003
Normal
0.1
CPT0067110003
Normal
0.1
CPT0146600003
Normal
0.1
CPT0014290003
Normal
0.1
CPT0013630003
Normal
0.1
CPT0113210003
Tumor
0.1
CPT0001390003
Normal
0.1
CPT0068650003
Normal
0.1
CPT0110890003
Normal
0.1
CPT0067470004
Normal
0.1
CPT0091240003
Tumor
0.1
CPT0092530003
Tumor
0.1
CPT0001690003
Normal
0.1
CPT0001070003
Normal
0.1
CPT0063810003
Tumor
0.0
CPT0021490003
Normal
0.0
CPT0083100003
Tumor
0.0
CPT0115090003
Normal
0.0
CPT0092940003
Normal
0.0
CPT0066780003
Tumor
0.0
CPT0106100003
Normal
0.0
CPT0105370004
Normal
0.0
CPT0147500003
Normal
0.0
CPT0001960003
Tumor
0.0
CPT0021450003
Tumor
0.0
CPT0109850003
Normal
0.0
CPT0104630003
Tumor
0.0
CPT0011930003
Normal
0.0
CPT0023320003
Normal
-0.1
CPT0001810003
Normal
-0.1
CPT0067290003
Normal
-0.1
CPT0147100003
Normal
-0.1
CPT0069720003
Normal
-0.1
CPT0055100004
Tumor
-0.2
CPT0147900003
Normal
-0.2
CPT0066810003
Normal
-0.2
CPT0067620003
Tumor
-0.2
CPT0069370003
Normal
-0.2
CPT0013880003
Tumor
-0.2
CPT0067450003
Tumor
-0.3
CPT0015420003
Normal
-0.3
CPT0118180003
Normal
-0.3
CPT0105330003
Tumor
-0.3
CPT0148300003
Normal
-0.3
CPT0083810003
Normal
-0.3
CPT0102450003
Tumor
-0.3
CPT0118200003
Tumor
-0.3
CPT0104750003
Tumor
-0.3
CPT0114010003
Normal
-0.4
CPT0084140003
Tumor
-0.4
CPT0110860004
Tumor
-0.4
CPT0109710003
Normal
-0.4
CPT0082740004
Tumor
-0.4
CPT0066890003
Tumor
-0.5
CPT0148000003
Normal
-0.5
CPT0147580004
Tumor
-0.5
CPT0146680004
Tumor
-0.5
CPT0105230003
Tumor
-0.5
CPT0104970003
Tumor
-0.5
CPT0105710003
Tumor
-0.5
CPT0052170004
Tumor
-0.5
CPT0014930003
Normal
-0.5
CPT0079830003
Tumor
-0.6
CPT0105740003
Normal
-0.6
CPT0114660004
Tumor
-0.6
CPT0090570004
Tumor
-0.6
CPT0147600003
Normal
-0.6
CPT0063730003
Tumor
-0.6
CPT0104650003
Normal
-0.6
CPT0110980004
Tumor
-0.7
CPT0015410003
Tumor
-0.7
CPT0092240003
Tumor
-0.7
CPT0105630003
Tumor
-0.7
CPT0092930003
Tumor
-0.7
CPT0109680004
Tumor
-0.7
CPT0105510003
Tumor
-0.7
CPT0147080004
Tumor
-0.7
CPT0147400003
Normal
-0.7
CPT0068100003
Tumor
-0.8
CPT0001580009
Tumor
-0.8
CPT0069700003
Tumor
-0.8
CPT0105680003
Normal
-0.8
CPT0013600003
Tumor
-0.8
CPT0090700003
Tumor
-0.9
CPT0068800003
Tumor
-0.9
CPT0014260003
Tumor
-0.9
CPT0090170004
Tumor
-0.9
CPT0083390004
Tumor
-0.9
CPT0068610003
Tumor
-1.0
CPT0001060010
Tumor
-1.0
CPT0008410003
Tumor
-1.0
CPT0089340003
Tumor
-1.0
CPT0086310003
Tumor
-1.0
CPT0109720004
Tumor
-1.0
CPT0118880003
Tumor
-1.1
CPT0069360003
Tumor
-1.1
CPT0146880004
Tumor
-1.2
CPT0115070003
Tumor
-1.3
CPT0111300003
Tumor
-1.3
CPT0109830004
Tumor
-1.3
CPT0090340003
Tumor
-1.4
CPT0086750003
Tumor
-1.4
CPT0053040004
Tumor
-1.5
CPT0147980004
Tumor
-1.5
CPT0147880004
Tumor
-1.6
CPT0011910004
Tumor
-1.6
CPT0148280004
Tumor
-1.7
CPT0147480004
Tumor
-1.8
CPT0146780004
Tumor
-1.8
CPT0125810003
Tumor
-1.9
CPT0147380004
Tumor
-2.2
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
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LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0191860003
Tumor
3.1
CPT0010050003
Tumor
2.2
CPT0117720003
Tumor
1.8
CPT0204990003
Tumor
1.7
CPT0197210003
Tumor
1.5
CPT0238110004
Tumor
1.4
CPT0245830003
Tumor
1.3
CPT0146380004
Tumor
1.3
CPT0183250004
Tumor
1.3
CPT0104930003
Tumor
1.2
CPT0237060004
Tumor
1.2
CPT0237760003
Tumor
1.2
CPT0245780003
Tumor
1.2
CPT0208770003
Tumor
1.1
CPT0063480003
Tumor
1.1
CPT0195510003
Tumor
1.1
CPT0079050003
Tumor
1.1
CPT0130030003
Tumor
1.0
CPT0007740003
Tumor
1.0
CPT0104360003
Tumor
1.0
CPT0186130003
Tumor
1.0
CPT0187370003
Tumor
0.9
CPT0115860003
Normal
0.9
CPT0225470003
Normal
0.9
CPT0197150003
Tumor
0.8
CPT0105430003
Normal
0.8
CPT0086260003
Tumor
0.8
CPT0192590004
Normal
0.8
CPT0089880003
Tumor
0.7
CPT0202020008
Tumor
0.7
CPT0202170003
Tumor
0.7
CPT0175560003
Tumor
0.7
CPT0147680004
Tumor
0.6
CPT0136660003
Normal
0.6
CPT0195520003
Normal
0.6
CPT0126740003
Tumor
0.6
CPT0126450003
Tumor
0.6
CPT0197740003
Tumor
0.5
CPT0191930003
Normal
0.4
CPT0115830003
Tumor
0.4
CPT0223820003
Normal
0.4
CPT0130310003
Normal
0.4
CPT0102790003
Tumor
0.4
CPT0202350004
Tumor
0.3
CPT0234580003
Normal
0.3
CPT0221220003
Normal
0.3
CPT0202400004
Normal
0.2
CPT0126830003
Normal
0.2
CPT0091820003
Tumor
0.2
CPT0063430003
Tumor
0.2
CPT0175410003
Normal
0.1
CPT0236430003
Normal
0.1
CPT0175270003
Normal
0.1
CPT0227420003
Normal
0.0
CPT0098800003
Normal
0.0
CPT0233120003
Tumor
0.0
CPT0218280003
Tumor
0.0
CPT0126670003
Tumor
0.0
CPT0136640003
Tumor
0.0
CPT0202040003
Normal
0.0
CPT0112600003
Normal
0.0
CPT0197090003
Tumor
0.0
CPT0087210003
Normal
0.0
CPT0023470003
Tumor
0.0
CPT0202580004
Normal
-0.1
CPT0233160003
Normal
-0.1
CPT0175160003
Normal
-0.1
CPT0190550003
Tumor
-0.1
CPT0233330003
Normal
-0.1
CPT0197170003
Normal
-0.1
CPT0001020003
Tumor
-0.1
CPT0108600003
Normal
-0.1
CPT0205000003
Normal
-0.1
CPT0202740003
Normal
-0.2
CPT0130440004
Normal
-0.2
CPT0112660003
Normal
-0.2
CPT0202720003
Tumor
-0.2
CPT0219390003
Normal
-0.2
CPT0204660003
Normal
-0.2
CPT0010060003
Normal
-0.2
CPT0112650003
Tumor
-0.2
CPT0105420003
Tumor
-0.2
CPT0202220004
Normal
-0.2
CPT0091050003
Tumor
-0.3
CPT0079110003
Normal
-0.3
CPT0204600003
Tumor
-0.3
CPT0130270003
Tumor
-0.3
CPT0063500003
Normal
-0.3
CPT0202530004
Tumor
-0.3
CPT0232670003
Tumor
-0.3
CPT0069900003
Normal
-0.3
CPT0079100003
Tumor
-0.3
CPT0245840003
Normal
-0.4
CPT0237210003
Normal
-0.4
CPT0245880003
Tumor
-0.4
CPT0222740003
Normal
-0.4
CPT0102840003
Normal
-0.4
CPT0079060003
Normal
-0.4
CPT0197860003
Normal
-0.4
CPT0237410004
Tumor
-0.4
CPT0063440003
Normal
-0.4
CPT0237970004
Tumor
-0.4
CPT0241210003
Normal
-0.4
CPT0227400003
Tumor
-0.4
CPT0245890003
Normal
-0.4
CPT0204820003
Normal
-0.4
CPT0112720003
Tumor
-0.4
CPT0186210003
Normal
-0.4
CPT0126810003
Tumor
-0.5
CPT0146400003
Normal
-0.5
CPT0245790003
Normal
-0.5
CPT0197520003
Normal
-0.5
CPT0234950004
Normal
-0.5
CPT0147700003
Normal
-0.5
CPT0183270003
Normal
-0.5
CPT0130070003
Normal
-0.5
CPT0197100003
Normal
-0.6
CPT0083980003
Tumor
-0.6
CPT0001030003
Normal
-0.6
CPT0086270003
Normal
-0.6
CPT0098770003
Tumor
-0.6
CPT0221200003
Tumor
-0.6
CPT0238130003
Normal
-0.6
CPT0123370003
Normal
-0.6
CPT0197380003
Normal
-0.6
CPT0175260003
Tumor
-0.6
CPT0068280003
Tumor
-0.6
CPT0232690003
Normal
-0.6
CPT0236420003
Tumor
-0.6
CPT0234820003
Normal
-0.7
CPT0186140003
Normal
-0.7
CPT0186180003
Tumor
-0.7
CPT0023500003
Normal
-0.7
CPT0007760003
Normal
-0.7
CPT0196810003
Tumor
-0.7
CPT0104950003
Normal
-0.7
CPT0068320003
Normal
-0.8
CPT0227070003
Normal
-0.8
CPT0117770003
Normal
-0.8
CPT0221660003
Normal
-0.8
CPT0104380003
Normal
-0.8
CPT0237710003
Normal
-0.8
CPT0108560003
Tumor
-0.9
CPT0217490003
Normal
-0.9
CPT0209490003
Tumor
-0.9
CPT0112730003
Normal
-0.9
CPT0234560003
Tumor
-0.9
CPT0191750003
Normal
-0.9
CPT0234930004
Tumor
-0.9
CPT0237990003
Normal
-0.9
CPT0147180004
Tumor
-0.9
CPT0237690004
Tumor
-0.9
CPT0146480004
Tumor
-0.9
CPT0191710003
Tumor
-1.0
CPT0237570003
Normal
-1.0
CPT0237080003
Normal
-1.0
CPT0175120003
Tumor
-1.0
CPT0237780003
Normal
-1.0
CPT0196820003
Normal
-1.0
CPT0126390003
Tumor
-1.0
CPT0221650003
Tumor
-1.1
CPT0064050003
Normal
-1.1
CPT0126400003
Normal
-1.1
CPT0126760003
Normal
-1.1
CPT0126470003
Normal
-1.1
CPT0147200003
Normal
-1.1
CPT0223790003
Tumor
-1.2
CPT0218310003
Normal
-1.2
CPT0233640003
Normal
-1.2
CPT0209020004
Tumor
-1.2
CPT0233320003
Tumor
-1.2
CPT0146500003
Normal
-1.2
CPT0207250003
Normal
-1.2
CPT0083990003
Normal
-1.2
CPT0209510003
Normal
-1.2
CPT0111000004
Normal
-1.2
CPT0197480003
Tumor
-1.3
CPT0128900003
Normal
-1.3
CPT0208780003
Normal
-1.3
CPT0090440003
Tumor
-1.3
CPT0091620003
Normal
-1.3
CPT0233600003
Tumor
-1.3
CPT0175390003
Tumor
-1.3
CPT0111150004
Tumor
-1.4
CPT0234790003
Tumor
-1.4
CPT0123350003
Tumor
-1.4
CPT0112580003
Tumor
-1.4
CPT0207210003
Tumor
-1.5
CPT0237550004
Tumor
-1.5
CPT0091090003
Normal
-1.5
CPT0241170003
Tumor
-1.5
CPT0222730003
Tumor
-1.6
CPT0069890003
Tumor
-1.6
CPT0192540004
Tumor
-1.6
CPT0237430003
Normal
-1.6
CPT0112550003
Normal
-1.6
CPT0225380003
Tumor
-1.7
CPT0209040003
Normal
-1.7
CPT0091610003
Tumor
-1.7
CPT0087190003
Tumor
-1.7
CPT0217420003
Tumor
-1.8
CPT0130410003
Tumor
-1.8
CPT0187380003
Normal
-1.8
CPT0204800003
Tumor
-1.9
CPT0219360003
Tumor
-2.1
CPT0112540003
Tumor
-2.1
CPT0101130003
Tumor
-2.2
CPT0227020003
Tumor
-2.3
CPT0126530003
Tumor
-2.3
CPT0237200004
Tumor
-2.4
CPT0128890003
Tumor
-2.5
CPT0064040003
Tumor
-2.6
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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.