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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.
KRT17 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
112.0
Number of samples
497
Samples
Sample
Description
TPM
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
3372.2
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
3122.5
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
2465.1
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
2267.8
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
2218.8
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
2133.4
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
1751.5
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
1395.3
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1140.5
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
1115.4
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
1024.9
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
935.2
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
933.9
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
884.3
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
836.2
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
801.4
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
800.6
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
725.5
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
694.1
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
691.6
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
680.7
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
653.5
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
466.0
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
445.7
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
426.1
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
406.4
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
371.9
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
362.4
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
351.7
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
347.0
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
343.1
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
342.9
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
330.5
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
329.6
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
304.6
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
295.6
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
290.8
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
289.4
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
287.3
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
286.1
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
283.8
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
279.5
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
276.0
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
269.5
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
264.4
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
259.4
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
258.3
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
245.4
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
238.2
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
229.0
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
228.3
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
223.2
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
222.2
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
222.0
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
216.7
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
209.2
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
202.2
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
196.7
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
193.9
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
191.3
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
185.4
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
185.3
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
184.4
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
178.1
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
173.9
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
169.9
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
169.0
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
166.9
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
165.3
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
163.9
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
152.8
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
147.6
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
142.5
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
138.3
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
135.7
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
132.3
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
129.8
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
128.7
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
127.9
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
127.0
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
125.0
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
123.4
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
117.4
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
117.0
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
114.4
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
112.2
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
112.0
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
111.7
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
111.5
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
110.8
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
109.8
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
107.4
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
104.4
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
101.6
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
100.9
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
100.8
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
99.1
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
98.3
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
97.4
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
96.4
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
96.2
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
96.1
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
95.4
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
93.4
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
92.3
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
89.7
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
89.6
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
89.4
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
88.4
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
87.3
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
85.9
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
85.4
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
85.2
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
85.0
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
84.5
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
82.9
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
81.2
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
78.2
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
75.0
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
74.1
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
73.4
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
72.9
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
72.4
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
72.4
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
72.2
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
72.0
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
72.0
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
70.1
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
69.8
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
68.2
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
68.2
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
67.8
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
67.2
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
66.1
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
63.7
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
62.1
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
61.8
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
61.1
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
60.1
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
59.8
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
59.8
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
59.5
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
59.0
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
56.6
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
56.5
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
56.3
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
55.4
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
55.2
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
54.4
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
54.2
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
54.0
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
53.5
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
53.5
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
52.5
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
51.6
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
49.0
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
48.7
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
48.4
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
48.2
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
46.5
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
46.1
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
45.8
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
45.7
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
44.5
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
43.8
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
43.4
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
43.0
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
42.6
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
42.1
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
41.8
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
40.3
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
39.5
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
39.2
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
37.7
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
37.7
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
37.6
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
36.6
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
36.1
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
36.0
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
35.7
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
35.6
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
35.0
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
34.9
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
34.9
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
34.3
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
33.9
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
33.8
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
33.6
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
33.5
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
33.0
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
32.4
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
32.3
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
32.2
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
32.1
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
30.9
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
30.8
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
30.5
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
30.4
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
30.0
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
29.8
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
29.5
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
29.5
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
29.2
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
29.2
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
29.1
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
29.0
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
28.6
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
28.5
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
28.4
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
28.3
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
28.2
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
27.9
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
27.0
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
26.9
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
26.4
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
26.4
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
26.2
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
26.2
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
26.0
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
25.7
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
25.5
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
25.5
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
24.7
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
24.5
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
24.2
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
24.2
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
24.2
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
24.1
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
23.7
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
23.5
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
23.3
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
23.1
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
23.0
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
22.7
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
21.8
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
21.7
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
21.5
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
21.4
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
21.3
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
21.2
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
21.2
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
21.1
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
21.0
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
20.9
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
20.8
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
20.7
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
20.5
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
20.4
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
20.4
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
20.1
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
20.0
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
19.9
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
19.9
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
19.8
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
19.7
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
19.3
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
19.1
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
18.9
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
18.8
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
18.6
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
18.6
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
18.4
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
18.4
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
18.2
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
18.1
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
18.0
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
17.9
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
17.8
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
17.7
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
17.6
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
17.6
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
17.0
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
17.0
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
16.8
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
16.8
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
16.6
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
16.6
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
16.6
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
16.4
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
16.3
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
16.1
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
16.0
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
15.8
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
15.8
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
15.8
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
15.7
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
15.4
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
15.4
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
15.3
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
15.0
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
14.7
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
14.5
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
14.1
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
14.0
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
14.0
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
14.0
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
13.9
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
13.9
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
13.5
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
13.4
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
13.3
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
13.3
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
13.2
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
13.0
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
13.0
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
12.9
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
12.6
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
12.5
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
12.4
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
12.4
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
12.3
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
12.3
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
12.1
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
12.0
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
11.7
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
11.6
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
11.6
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
11.6
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
11.5
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
11.4
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
11.3
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
11.0
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
10.9
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
10.9
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
10.8
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
10.8
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
10.6
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
10.3
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
10.2
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
10.2
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
9.9
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
9.9
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
9.8
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
9.7
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
9.6
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
9.5
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
9.5
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
9.4
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
9.2
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
9.1
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
8.8
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
8.7
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
8.7
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
8.7
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
8.5
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
8.4
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
8.3
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
8.3
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
8.2
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
8.2
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
8.1
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
7.9
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
7.9
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
7.9
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
7.7
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
7.6
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
7.6
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
7.6
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
7.6
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
7.6
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
7.5
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
7.5
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
7.5
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
7.5
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
7.2
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
7.2
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
7.1
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
7.1
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
7.1
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
7.0
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
6.9
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
6.7
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
6.7
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
6.6
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
6.6
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
6.6
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
6.5
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
6.5
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
6.5
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
6.4
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
6.4
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
6.2
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
6.1
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
6.0
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
5.9
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
5.8
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
5.7
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
5.7
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
5.7
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
5.7
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
5.6
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
5.5
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
5.5
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
5.4
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
5.2
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
5.2
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
5.2
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
5.2
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
5.1
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
5.1
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
5.0
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
5.0
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
4.9
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
4.9
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
4.8
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
4.8
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
4.7
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
4.7
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
4.6
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
4.5
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
4.5
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
4.4
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
4.4
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
4.2
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
4.2
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
4.1
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
3.9
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
3.9
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
3.9
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
3.8
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
3.8
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
3.8
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
3.8
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
3.8
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
3.7
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
3.6
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
3.5
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
3.5
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
3.5
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
3.3
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
3.2
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
3.2
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
3.1
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
3.1
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
3.1
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
3.0
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
3.0
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
2.9
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
2.8
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
2.8
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
2.7
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
2.7
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
2.7
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
2.6
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
2.6
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
2.5
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
2.5
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
2.5
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
2.5
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
2.5
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
2.4
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
2.3
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
2.3
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
2.2
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
2.2
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
2.2
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
2.1
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
2.1
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
1.8
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
1.7
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
1.7
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
1.6
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
1.6
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
1.6
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
1.6
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
1.5
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
1.5
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
1.5
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
1.5
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
1.5
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
1.4
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
1.4
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
1.3
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
1.3
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
1.3
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
1.2
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
1.1
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
1.1
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
1.1
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
1.0
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
0.9
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
0.9
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
0.9
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
0.8
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
0.8
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
0.8
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
0.7
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
0.7
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
0.7
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
0.6
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
0.6
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
0.4
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
0.4
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
0.3
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
0.2
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
0.2
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 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.
KRT17 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
28.5
Number of samples
105
Samples
Sample
Description
TPM
L607
0 years, male, stage:Stage IB, alive, 2572 days
339.4
L695
0 years, female, stage:Stage IB, dead, 1762 days
203.1
L688
0 years, male, stage:Stage IIIA, dead, 789 days
163.3
L867
0 years, female, stage:Stage IIIA, dead, 317 days
135.4
L543
0 years, male, stage:Stage IA, alive, 2711 days
131.2
L473
0 years, female, stage:Stage IA, alive, 3021 days
109.2
L617
0 years, male, stage:Stage IIIA, dead, 238 days
103.7
L808
0 years, female, stage:Stage IA, alive, 3001 days
102.7
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
96.2
L551
0 years, male, stage:Stage IA, alive, 2924 days
86.3
L585
0 years, female, stage:Stage IIA, dead, 402 days
68.8
L620
0 years, female, stage:Stage IIIA, dead, 338 days
68.6
L613
0 years, male, stage:Stage IIIA, dead, 19 days
64.8
L400
0 years, male, stage:Stage IIA, dead, 1233 days
55.6
L599
0 years, male, stage:Stage IB, dead, 2083 days
55.3
L593
0 years, male, stage:Stage IA, dead, 2436 days
54.4
L673
0 years, female, stage:Stage IA, dead, 568 days
53.5
L703
0 years, male, stage:Stage IIA, dead, 1137 days
50.0
L569
0 years, female, stage:Stage IA, alive, 2531 days
45.7
L603
0 years, female, stage:Stage IB, dead, 972 days
43.9
L887
0 years, male, stage:Stage IA, dead, 374 days
41.1
L800
0 years, female, stage:Stage IA, dead, 2417 days
33.6
L828
0 years, female, stage:Stage IIB, alive, 2222 days
33.3
L831
0 years, female, stage:Stage IB, alive, 2152 days
32.9
L446
0 years, female, stage:Stage IIB, dead, 415 days
31.9
L663
0 years, female, stage:Stage IB, alive, 2018 days
31.8
L773
0 years, female, stage:Stage IV, dead, 311 days
31.6
L504
0 years, female, stage:Stage IA, dead, 1295 days
26.7
L561
0 years, female, stage:Stage IA, alive, 2543 days
25.2
L532
0 years, female, stage:Stage IA, dead, 301 days
25.0
L832
0 years, female, stage:Stage IA, alive, 2145 days
24.3
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
24.2
L484
0 years, female, stage:Stage IA, alive, 2895 days
23.4
L816
0 years, female, stage:Stage IIA, dead, 353 days
19.5
L731
0 years, female, stage:Stage IA, dead, 964 days
18.4
L565
0 years, female, stage:Stage IB, dead, 543 days
18.4
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
17.1
L557
0 years, female, stage:Stage IB, alive, 2580 days
16.7
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
16.5
L778
0 years, female, stage:Stage IA, alive, 1600 days
16.5
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
16.3
L678
0 years, female, stage:Stage IB, dead, 1114 days
16.1
L826
0 years, female, stage:Stage IV, dead, 935 days
15.1
L439
0 years, male, stage:Stage IIB, dead, 2773 days
15.1
L738
0 years, female, stage:Stage IB, dead, 1314 days
15.1
L827
0 years, male, stage:Stage IIB, dead, 1105 days
15.0
L530
0 years, female, stage:Stage IIA, dead, 308 days
14.2
L455
0 years, female, stage:Stage IA, alive, 3315 days
13.6
L865
0 years, female, stage:Stage IIB, alive, 1927 days
13.3
L850
0 years, male, stage:Stage IIIA, dead, 997 days
12.3
L810
0 years, female, stage:Stage IIIA, dead, 625 days
12.2
L596
0 years, female, stage:Stage IA, alive, 2319 days
12.0
L875
0 years, female, stage:Stage IA, alive, 1675 days
11.6
L871
0 years, male, stage:Stage IB, dead, 873 days
10.4
L689
0 years, male, stage:Stage IA, alive, 1943 days
10.2
L890
0 years, female, stage:Stage IIB, dead, 1264 days
9.9
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
9.6
L638
0 years, male, stage:Stage IA, alive, 2076 days
9.5
L566
0 years, male, stage:Stage IB, alive, 2489 days
9.5
L546
0 years, male, stage:Stage IA, dead, 973 days
9.5
L802
0 years, female, stage:Stage IA, dead, 773 days
9.4
L683
0 years, female, stage:Stage IIA, dead, 612 days
9.1
L842
0 years, female, stage:Stage IB, alive, 2005 days
9.0
L493
0 years, female, stage:Stage IIB, alive, 2945 days
8.9
L728
0 years, male, stage:Stage IIB, dead, 1128 days
8.9
L877
0 years, female, stage:Stage IA, alive, 1599 days
8.6
L440
0 years, male, stage:Stage IIB, dead, 651 days
8.6
L872
0 years, female, stage:Stage IA, alive, 1793 days
8.0
L541
0 years, female, stage:Stage IIIA, dead, 915 days
7.7
L545
0 years, female, stage:Stage IA, alive, 2874 days
7.3
L746
0 years, female, stage:Stage IIIA, dead, 594 days
6.7
L602
0 years, female, stage:Stage IA, alive, 2277 days
6.5
L605
0 years, female, stage:Stage IA, alive, 2460 days
5.9
L885
0 years, female, stage:Stage IA, alive, 1618 days
5.7
L656
0 years, male, stage:Stage IA, alive, 2227 days
5.6
L531
0 years, male, stage:Stage IB, dead, 928 days
5.6
L838
0 years, female, stage:Stage IA, dead, 1005 days
5.5
L682
0 years, female, stage:Stage IIB, dead, 840 days
5.5
L725
0 years, female, stage:Stage IA, alive, 1830 days
5.1
L766
0 years, male, stage:Stage IB, alive, 1793 days
5.1
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
4.9
L710
0 years, female, stage:Stage IIA, alive, 1775 days
4.7
L458
0 years, female, stage:Stage IA, dead, 223 days
4.3
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
4.2
L873
0 years, female, stage:Stage IA, alive, 1740 days
4.0
L404
0 years, female, stage:Stage IIA, dead, 2318 days
3.5
L413
0 years, female, stage:Stage IIIA, dead, 313 days
3.5
L782
0 years, female, stage:Stage IIB, alive, 3371 days
3.4
L735
0 years, female, stage:Stage IA, alive, 1830 days
3.2
L601
0 years, male, stage:Stage IB, dead, 2068 days
3.1
L791
0 years, female, stage:Stage IIIA, dead, 368 days
2.9
L621
0 years, female, stage:Stage IIIA, dead, 1487 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.
KRT17 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
2462.5
Number of samples
489
Samples
Sample
Description
TPM
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
17838.5
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
15268.1
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
13292.3
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
11737.0
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
11477.7
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
11397.1
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
11181.2
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
10938.0
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
10714.4
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
10661.0
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
10126.6
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
10119.5
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
9698.1
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
9330.2
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
8739.3
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
8562.9
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
8523.2
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
8073.5
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
8028.6
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
7998.9
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
7968.0
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
7835.7
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
7773.5
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
7773.1
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
7657.5
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
7332.9
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
7170.0
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
7150.9
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
7095.7
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
7076.1
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
6958.9
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
6958.8
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
6819.5
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
6705.8
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
6535.9
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
6466.8
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
6216.7
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
6202.2
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
6115.5
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
6099.9
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
6035.2
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
6033.9
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
5957.2
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
5945.4
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
5918.1
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
5909.8
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
5844.4
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
5825.0
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
5818.3
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
5810.8
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
5810.0
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
5735.2
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
5651.4
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
5635.9
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
5573.1
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
5529.2
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
5467.5
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
5465.1
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
5396.3
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
5394.4
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
5391.5
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
5385.5
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
5384.9
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
5347.7
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
5300.7
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
5248.1
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
5244.0
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
5218.0
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
5184.4
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
5145.3
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
5132.0
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
5091.8
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
5076.4
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
5055.7
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
5042.1
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
5017.9
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
4976.8
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
4952.5
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
4946.6
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
4900.6
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
4845.5
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
4838.3
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
4836.6
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
4735.8
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
4664.4
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
4662.4
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
4631.8
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
4625.4
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
4614.7
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
4590.6
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
4579.8
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
4558.2
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
4551.2
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
4545.2
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
4529.5
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
4467.8
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
4434.6
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
4263.8
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
4172.1
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
4130.5
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
4043.0
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
4023.7
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
3991.2
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
3961.5
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
3960.5
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
3957.2
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
3956.4
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
3940.7
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
3896.6
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
3877.1
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
3836.6
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
3806.8
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
3707.3
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
3697.0
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
3690.7
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
3671.8
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
3666.7
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
3663.4
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
3642.3
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
3626.7
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
3612.7
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
3575.7
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
3543.4
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
3522.4
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
3512.9
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
3478.9
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
3472.7
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
3467.4
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
3423.9
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
3345.2
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
3328.5
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
3312.2
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
3302.1
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
3295.9
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
3295.3
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
3288.4
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
3259.2
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
3254.4
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
3242.0
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
3230.8
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
3216.0
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
3194.4
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
3187.8
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
3123.9
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
3099.3
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
3066.2
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
3062.9
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
3062.5
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
3052.8
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
3040.1
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
3028.3
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
3026.2
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
3020.1
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
3018.1
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
2961.6
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
2952.4
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
2946.1
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
2939.1
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
2936.9
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
2921.0
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
2916.1
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
2894.3
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
2872.2
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
2860.2
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
2840.1
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
2837.4
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
2831.8
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
2826.8
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
2816.6
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
2767.8
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
2765.2
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
2759.6
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
2734.7
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
2705.8
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
2704.5
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
2664.6
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
2654.3
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
2647.8
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
2609.8
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
2605.4
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
2556.7
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
2534.6
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
2532.5
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
2512.7
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
2457.1
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
2443.3
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
2419.3
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
2404.8
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
2392.3
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
2380.1
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
2377.5
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
2369.1
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
2359.6
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
2349.4
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
2339.4
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
2335.4
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
2331.1
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
2318.8
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
2304.2
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
2286.1
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
2255.7
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
2252.5
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
2249.0
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
2225.4
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
2186.5
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
2157.0
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
2151.4
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
2145.3
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
2139.8
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
2128.8
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
2115.6
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
2097.9
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
2054.8
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
2021.9
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
2016.5
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
2009.0
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
1991.1
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
1978.6
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
1972.1
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
1971.1
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
1968.4
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
1936.9
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
1927.9
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
1919.3
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
1867.3
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
1845.5
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
1844.3
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
1823.5
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
1812.2
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
1808.5
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
1796.0
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
1793.5
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
1789.8
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
1770.5
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
1767.7
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
1736.9
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
1732.4
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1722.9
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
1697.7
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
1680.5
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
1672.1
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
1667.3
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
1662.0
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
1647.5
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
1599.5
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
1588.2
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1587.9
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
1584.2
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
1573.6
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
1551.0
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
1545.0
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
1532.0
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
1526.4
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
1522.9
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
1502.5
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
1493.1
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
1457.4
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
1456.5
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
1429.9
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
1423.4
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
1421.4
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
1421.2
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
1419.5
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
1407.9
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
1402.9
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
1395.6
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
1379.6
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
1373.6
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
1372.5
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
1348.3
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
1321.8
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
1318.5
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
1311.0
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
1301.5
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
1274.3
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
1273.7
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
1265.5
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
1261.2
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
1256.5
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
1251.1
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
1246.6
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
1234.4
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
1222.2
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
1196.8
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
1187.7
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
1186.6
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
1171.4
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
1170.5
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
1167.6
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
1136.4
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
1124.0
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
1120.3
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
1096.8
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
1092.5
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
1092.2
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
1074.2
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
1058.6
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
1048.4
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
1034.7
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
1009.9
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
1002.1
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
996.3
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
973.3
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
970.9
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
955.1
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
954.2
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
942.1
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
939.6
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
918.1
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
917.4
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
907.8
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
899.5
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
896.5
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
892.6
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
889.8
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
889.5
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
886.8
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
870.4
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
866.4
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
863.7
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
862.8
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
862.3
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
857.0
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
852.1
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
850.3
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
838.3
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
835.6
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
823.0
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
821.1
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
819.1
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
811.2
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
796.9
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
789.5
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
779.0
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
762.6
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
760.3
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
759.0
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
751.8
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
739.6
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
720.5
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
707.4
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
706.8
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
696.6
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
694.5
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
692.2
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
688.8
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
678.3
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
673.1
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
654.2
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
647.4
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
646.2
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
645.9
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
638.4
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
634.6
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
621.3
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
615.8
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
611.7
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
610.1
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
608.2
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
594.2
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
584.6
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
566.5
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
558.6
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
544.2
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
543.0
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
531.0
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
527.1
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
527.0
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
523.3
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
501.3
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
497.1
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
496.1
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
495.6
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
494.9
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
490.5
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
480.6
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
473.3
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
443.8
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
438.8
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
430.8
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
425.8
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
412.8
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
401.4
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
396.0
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
389.9
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
385.5
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
373.7
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
367.5
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
366.1
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
365.8
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
362.2
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
358.3
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
354.2
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
337.4
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
336.6
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
334.8
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
318.7
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
310.7
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
304.9
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
303.9
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
303.0
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
286.2
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
281.8
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
276.4
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
265.0
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
263.4
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
263.0
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
261.0
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
257.8
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
256.1
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
255.5
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
249.2
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
247.1
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
245.8
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
240.4
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
230.8
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
222.5
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
218.4
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
217.5
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
214.9
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
210.3
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
207.9
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
207.3
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
201.1
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
197.5
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
173.7
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
164.3
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
141.0
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
132.0
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
126.0
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
125.3
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
117.0
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
110.2
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
109.2
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
108.8
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
106.7
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
106.5
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
103.1
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
96.9
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
96.6
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
86.7
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
83.2
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
82.0
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
81.0
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
75.3
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
66.8
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
57.1
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
52.1
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
51.4
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
51.2
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
50.7
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
46.7
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
39.4
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
34.6
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
34.4
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
30.6
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
30.1
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
29.1
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
26.7
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
21.7
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
19.5
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
17.7
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
15.9
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
13.8
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
13.6
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
13.0
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
12.7
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
10.9
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
10.4
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
9.8
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
8.4
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
7.8
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
6.6
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
6.5
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
6.2
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
5.7
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
5.3
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
4.9
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
4.8
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
4.8
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
4.4
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
4.1
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
3.0
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
2.9
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
2.3
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
1.9
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
1.9
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 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.
KRT17 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
1214.0
Number of samples
68
Samples
Sample
Description
TPM
L857
0 years, male, stage:Stage IB, dead, 226 days
6494.4
L818
0 years, male, stage:Stage IB, alive, 2480 days
4549.6
L633
0 years, female, stage:Stage IA, alive, 2102 days
3927.7
L459
0 years, male, stage:Stage IIA, alive, 3181 days
3662.8
L739
0 years, female, stage:Stage IIIA, dead, 352 days
3218.1
L719
0 years, male, stage:Stage IB, alive, 1615 days
3211.8
L420
0 years, female, stage:Stage IIB, dead, 295 days
3011.5
L644
0 years, male, stage:Stage IA, dead, 282 days
2888.0
L559
0 years, male, stage:Stage IIB, alive, 2615 days
2851.1
L881
0 years, male, stage:Stage IB, alive, 1752 days
2818.2
L529
0 years, female, stage:Stage IA, alive, 2775 days
2582.3
L457
0 years, female, stage:Stage IIA, alive, 2901 days
2021.2
L858
0 years, female, stage:Stage IIB, dead, 558 days
1900.2
L488
0 years, female, stage:Stage IIA, alive, 2993 days
1879.0
L468
0 years, male, stage:Stage IB, alive, 3004 days
1834.8
L563
0 years, female, stage:Stage IIB, dead, 1216 days
1774.9
L661
0 years, male, stage:Stage IA, dead, 1123 days
1648.9
L456
0 years, male, stage:Stage IIA, dead, 1660 days
1547.7
L650
0 years, female, stage:Stage IB, dead, 986 days
1521.1
L472
0 years, male, stage:Stage IB, dead, 423 days
1516.4
L604
0 years, male, stage:Stage IIA, dead, 286 days
1341.4
L747
0 years, female, stage:Stage IA, dead, 1112 days
1331.8
L568
0 years, female, stage:Stage IIB, dead, 71 days
1232.8
L712
0 years, male, stage:Stage IA, alive, 1698 days
1158.7
L655
0 years, male, stage:Stage IIA, dead, 1603 days
1116.7
L736
0 years, male, stage:Stage IA, dead, 1195 days
1102.1
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
997.5
L685
0 years, female, stage:Stage IIB, alive, 1944 days
985.8
L856
0 years, male, stage:Stage IA, dead, 1465 days
968.8
L886
0 years, male, stage:Stage IB, dead, 1932 days
967.2
L483
0 years, male, stage:Stage IB, dead, 77 days
953.2
L534
0 years, male, stage:Stage IIA, alive, 2693 days
841.0
L788
0 years, female, stage:Stage IA, alive, 3385 days
814.5
L852
0 years, male, stage:Stage IB, dead, 700 days
811.2
L572
0 years, male, stage:Stage IA, alive, 2532 days
750.1
L824
0 years, male, stage:Stage IA, dead, 665 days
735.1
L444
0 years, female, stage:Stage IIB, alive, 3337 days
706.8
L466
0 years, female, stage:Stage IIIA, dead, 412 days
699.6
L767
0 years, male, stage:Stage IA, alive, 1718 days
643.6
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
641.1
L756
0 years, male, stage:Stage IB, alive, 1796 days
605.0
L652
0 years, male, stage:Stage IA, dead, 5 days
587.9
L464
0 years, male, stage:Stage IB, dead, 1935 days
585.5
L760
0 years, male, stage:Stage IIA, alive, 1895 days
578.0
L820
0 years, female, stage:Stage IA, alive, 2405 days
559.4
L608
0 years, male, stage:Stage IA, alive, 2350 days
532.7
L642
0 years, male, stage:Stage IB, dead, 1167 days
514.6
L406
0 years, male, stage:Stage IA, alive, 3057 days
513.9
L860
0 years, male, stage:Stage IA, alive, 2056 days
493.8
L470
0 years, female, stage:Stage IB, dead, 1774 days
457.0
L755
0 years, male, stage:Stage IIA, dead, 227 days
450.0
L723
0 years, male, stage:Stage IIA, dead, 433 days
409.1
L753
0 years, male, stage:Stage IIA, alive, 1705 days
279.0
L442
0 years, female, stage:Stage IB, dead, 2433 days
274.8
L496
0 years, male, stage:Stage IB, alive, 2761 days
253.0
L715
0 years, female, stage:Stage IIIA, dead, 150 days
252.8
L884
0 years, male, stage:Stage IIA, alive, 1627 days
247.8
L658
0 years, female, stage:Stage IIB, alive, 2083 days
226.9
L864
0 years, female, stage:Stage IA, alive, 2192 days
208.8
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
177.9
L539
0 years, male, stage:Stage IB, dead, 370 days
169.2
L447
0 years, male, stage:Stage IIB, alive, 3203 days
168.8
L490
0 years, male, stage:Stage IA, dead, 716 days
154.4
L758
0 years, male, stage:Stage IA, dead, 1562 days
119.3
L854
0 years, female, stage:Stage IB, alive, 2256 days
54.6
L744
0 years, male, stage:Stage IA, alive, 1614 days
11.2
L586
0 years, male, stage:Stage IIA, dead, 784 days
10.2
L592
0 years, male, stage:Stage IB, alive, 2368 days
3.8
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0106110003
Tumor
3.1
CPT0011710004
Tumor
2.9
CPT0098130003
Tumor
2.4
CPT0086750003
Tumor
2.1
CPT0102450003
Tumor
2.0
CPT0113210003
Tumor
1.9
CPT0090860003
Tumor
1.8
CPT0118570003
Tumor
1.7
CPT0092530003
Tumor
1.7
CPT0001800013
Tumor
1.5
CPT0113990003
Tumor
1.2
CPT0066780003
Tumor
1.1
CPT0001380003
Tumor
1.0
CPT0097580003
Tumor
0.9
CPT0105270003
Tumor
0.8
CPT0109740004
Tumor
0.8
CPT0146880004
Tumor
0.7
CPT0125810003
Tumor
0.7
CPT0111480003
Normal
0.7
CPT0091860003
Tumor
0.7
CPT0079830003
Tumor
0.5
CPT0068800003
Tumor
0.4
CPT0090570004
Tumor
0.4
CPT0118340003
Tumor
0.3
CPT0086310003
Tumor
0.3
CPT0148180004
Tumor
0.3
CPT0146980004
Tumor
0.3
CPT0118620003
Tumor
0.2
CPT0147000003
Normal
0.2
CPT0023310003
Tumor
0.2
CPT0069360003
Tumor
0.2
CPT0118600003
Normal
0.2
CPT0069370003
Normal
0.2
CPT0104750003
Tumor
0.1
CPT0001590003
Normal
0.1
CPT0084140003
Tumor
0.0
CPT0067110003
Normal
0.0
CPT0014260003
Tumor
0.0
CPT0118240003
Normal
0.0
CPT0092940003
Normal
0.0
CPT0147580004
Tumor
-0.1
CPT0082740004
Tumor
-0.1
CPT0092930003
Tumor
-0.1
CPT0106100003
Normal
-0.2
CPT0011750003
Normal
-0.2
CPT0013910003
Normal
-0.2
CPT0147380004
Tumor
-0.2
CPT0118180003
Normal
-0.2
CPT0148300003
Normal
-0.2
CPT0118010003
Normal
-0.2
CPT0068830003
Normal
-0.2
CPT0118200003
Tumor
-0.3
CPT0125830003
Normal
-0.3
CPT0109830004
Tumor
-0.3
CPT0114880003
Normal
-0.3
CPT0109850003
Normal
-0.3
CPT0070060003
Tumor
-0.3
CPT0062810003
Normal
-0.3
CPT0109680004
Tumor
-0.3
CPT0067940003
Tumor
-0.3
CPT0069550003
Normal
-0.3
CPT0148100003
Normal
-0.4
CPT0090900004
Normal
-0.4
CPT0013630003
Normal
-0.4
CPT0086320003
Normal
-0.4
CPT0001070003
Normal
-0.4
CPT0001960003
Tumor
-0.4
CPT0104630003
Tumor
-0.4
CPT0013600003
Tumor
-0.4
CPT0067950003
Normal
-0.4
CPT0105610003
Normal
-0.4
CPT0148200003
Normal
-0.4
CPT0083420003
Normal
-0.4
CPT0090370003
Normal
-0.5
CPT0068650003
Normal
-0.5
CPT0105630003
Tumor
-0.5
CPT0015420003
Normal
-0.5
CPT0097600003
Normal
-0.5
CPT0066930003
Normal
-0.5
CPT0066890003
Tumor
-0.5
CPT0104650003
Normal
-0.5
CPT0105550003
Normal
-0.5
CPT0118360003
Normal
-0.5
CPT0117970003
Tumor
-0.5
CPT0067620003
Tumor
-0.5
CPT0063730003
Tumor
-0.6
CPT0063810003
Tumor
-0.6
CPT0146780004
Tumor
-0.6
CPT0110980004
Tumor
-0.6
CPT0105600003
Tumor
-0.6
CPT0066810003
Normal
-0.6
CPT0114840003
Tumor
-0.6
CPT0089360003
Normal
-0.6
CPT0147980004
Tumor
-0.6
CPT0105010004
Normal
-0.6
CPT0091240003
Tumor
-0.6
CPT0105740003
Normal
-0.6
CPT0146800003
Normal
-0.7
CPT0055100004
Tumor
-0.7
CPT0052940004
Tumor
-0.7
CPT0105230003
Tumor
-0.7
CPT0113220003
Normal
-0.7
CPT0091870003
Normal
-0.7
CPT0067470004
Normal
-0.7
CPT0146600003
Normal
-0.7
CPT0084170003
Normal
-0.7
CPT0023320003
Normal
-0.7
CPT0063750003
Normal
-0.7
CPT0147880004
Tumor
-0.7
CPT0147500003
Normal
-0.7
CPT0089340003
Tumor
-0.7
CPT0082850004
Tumor
-0.7
CPT0013880003
Tumor
-0.7
CPT0105190003
Normal
-0.7
CPT0068130003
Normal
-0.7
CPT0112060003
Tumor
-0.7
CPT0001060010
Tumor
-0.7
CPT0092240003
Tumor
-0.8
CPT0067290003
Normal
-0.8
CPT0083780003
Tumor
-0.8
CPT0051690004
Tumor
-0.8
CPT0001690003
Normal
-0.8
CPT0112080003
Normal
-0.8
CPT0118890003
Normal
-0.8
CPT0001660013
Tumor
-0.8
CPT0111300003
Tumor
-0.8
CPT0068610003
Tumor
-0.8
CPT0067770003
Normal
-0.8
CPT0082770003
Normal
-0.8
CPT0102480003
Normal
-0.8
CPT0000920017
Tumor
-0.8
CPT0090340003
Tumor
-0.8
CPT0104970003
Tumor
-0.8
CPT0147900003
Normal
-0.8
CPT0001390003
Normal
-0.9
CPT0015410003
Tumor
-0.9
CPT0115090003
Normal
-0.9
CPT0118830003
Normal
-0.9
CPT0147400003
Normal
-0.9
CPT0014930003
Normal
-0.9
CPT0008410003
Tumor
-0.9
CPT0090720003
Normal
-0.9
CPT0147480004
Tumor
-0.9
CPT0079850003
Normal
-0.9
CPT0111590003
Normal
-0.9
CPT0148280004
Tumor
-0.9
CPT0021490003
Normal
-0.9
CPT0014860003
Tumor
-0.9
CPT0090600003
Normal
-0.9
CPT0070080003
Normal
-0.9
CPT0109710003
Normal
-0.9
CPT0105250003
Normal
-0.9
CPT0147600003
Normal
-1.0
CPT0067070003
Tumor
-1.0
CPT0148000003
Normal
-1.0
CPT0105680003
Normal
-1.0
CPT0021450003
Tumor
-1.0
CPT0014290003
Normal
-1.0
CPT0146680004
Tumor
-1.0
CPT0105980003
Normal
-1.0
CPT0105330003
Tumor
-1.0
CPT0104760003
Normal
-1.0
CPT0067450003
Tumor
-1.0
CPT0082890003
Normal
-1.0
CPT0001970003
Normal
-1.1
CPT0063840003
Normal
-1.1
CPT0092250003
Normal
-1.1
CPT0105710003
Tumor
-1.1
CPT0115070003
Tumor
-1.1
CPT0109760003
Normal
-1.1
CPT0109700003
Normal
-1.1
CPT0067250003
Tumor
-1.1
CPT0068100003
Tumor
-1.1
CPT0118810003
Tumor
-1.1
CPT0083810003
Normal
-1.1
CPT0083390004
Tumor
-1.1
CPT0011910004
Tumor
-1.2
CPT0000930003
Normal
-1.2
CPT0001810003
Normal
-1.2
CPT0086770003
Normal
-1.2
CPT0147100003
Normal
-1.3
CPT0118650003
Normal
-1.3
CPT0146700003
Normal
-1.3
CPT0001580009
Tumor
-1.3
CPT0069520003
Tumor
-1.3
CPT0091260003
Normal
-1.3
CPT0105510003
Tumor
-1.3
CPT0008420003
Normal
-1.3
CPT0105370004
Normal
-1.3
CPT0069720003
Normal
-1.3
CPT0105060003
Tumor
-1.3
CPT0118160003
Tumor
-1.4
CPT0090700003
Tumor
-1.4
CPT0109720004
Tumor
-1.4
CPT0118880003
Tumor
-1.4
CPT0114660004
Tumor
-1.4
CPT0052170004
Tumor
-1.4
CPT0083140003
Normal
-1.4
CPT0147080004
Tumor
-1.5
CPT0090170004
Tumor
-1.5
CPT0069700003
Tumor
-1.5
CPT0083100003
Tumor
-1.6
CPT0105940003
Tumor
-1.6
CPT0110860004
Tumor
-1.6
CPT0090200003
Normal
-1.7
CPT0053040004
Tumor
-1.7
CPT0110890003
Normal
-1.7
CPT0114690003
Normal
-1.9
CPT0008450003
Tumor
-2.1
CPT0011930003
Normal
-2.9
CPT0114010003
Normal
-6.0
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0175120003
Tumor
2.5
CPT0219360003
Tumor
2.2
CPT0111150004
Tumor
2.2
CPT0186130003
Tumor
2.1
CPT0175390003
Tumor
2.1
CPT0130270003
Tumor
2.0
CPT0147180004
Tumor
2.0
CPT0209020004
Tumor
1.9
CPT0183250004
Tumor
1.7
CPT0104360003
Tumor
1.6
CPT0147680004
Tumor
1.6
CPT0222730003
Tumor
1.5
CPT0001020003
Tumor
1.5
CPT0146380004
Tumor
1.4
CPT0234930004
Tumor
1.2
CPT0191710003
Tumor
1.2
CPT0115830003
Tumor
1.2
CPT0234560003
Tumor
1.2
CPT0223790003
Tumor
1.1
CPT0105420003
Tumor
1.1
CPT0091820003
Tumor
1.0
CPT0101130003
Tumor
1.0
CPT0130410003
Tumor
1.0
CPT0112720003
Tumor
0.9
CPT0207210003
Tumor
0.8
CPT0241170003
Tumor
0.8
CPT0234790003
Tumor
0.7
CPT0130030003
Tumor
0.7
CPT0208770003
Tumor
0.7
CPT0245880003
Tumor
0.7
CPT0204990003
Tumor
0.7
CPT0126390003
Tumor
0.6
CPT0112650003
Tumor
0.6
CPT0209490003
Tumor
0.6
CPT0196810003
Tumor
0.5
CPT0023470003
Tumor
0.5
CPT0197150003
Tumor
0.4
CPT0007740003
Tumor
0.4
CPT0233120003
Tumor
0.4
CPT0091050003
Tumor
0.4
CPT0126740003
Tumor
0.3
CPT0237970004
Tumor
0.3
CPT0237690004
Tumor
0.3
CPT0126450003
Tumor
0.3
CPT0204600003
Tumor
0.3
CPT0091610003
Tumor
0.3
CPT0069890003
Tumor
0.2
CPT0126810003
Tumor
0.2
CPT0112580003
Tumor
0.2
CPT0217420003
Tumor
0.1
CPT0083980003
Tumor
0.1
CPT0090440003
Tumor
0.1
CPT0221200003
Tumor
0.1
CPT0245830003
Tumor
0.0
CPT0146480004
Tumor
-0.1
CPT0191860003
Tumor
-0.1
CPT0063480003
Tumor
-0.1
CPT0233600003
Tumor
-0.1
CPT0197210003
Tumor
-0.1
CPT0202020008
Tumor
-0.2
CPT0202530004
Tumor
-0.2
CPT0238110004
Tumor
-0.3
CPT0197090003
Tumor
-0.3
CPT0197740003
Tumor
-0.3
CPT0068280003
Tumor
-0.3
CPT0245840003
Normal
-0.3
CPT0236420003
Tumor
-0.4
CPT0063430003
Tumor
-0.4
CPT0079050003
Tumor
-0.4
CPT0233330003
Normal
-0.4
CPT0237060004
Tumor
-0.4
CPT0136640003
Tumor
-0.4
CPT0102790003
Tumor
-0.4
CPT0098770003
Tumor
-0.5
CPT0190550003
Tumor
-0.5
CPT0115860003
Normal
-0.5
CPT0202350004
Tumor
-0.5
CPT0223820003
Normal
-0.5
CPT0237550004
Tumor
-0.6
CPT0007760003
Normal
-0.6
CPT0237760003
Tumor
-0.7
CPT0087190003
Tumor
-0.7
CPT0217490003
Normal
-0.7
CPT0197100003
Normal
-0.7
CPT0111000004
Normal
-0.7
CPT0227420003
Normal
-0.7
CPT0112540003
Tumor
-0.7
CPT0130070003
Normal
-0.7
CPT0108560003
Tumor
-0.7
CPT0232670003
Tumor
-0.7
CPT0245890003
Normal
-0.8
CPT0237410004
Tumor
-0.8
CPT0112730003
Normal
-0.8
CPT0175160003
Normal
-0.8
CPT0245780003
Tumor
-0.8
CPT0069900003
Normal
-0.9
CPT0175270003
Normal
-0.9
CPT0202720003
Tumor
-0.9
CPT0209510003
Normal
-0.9
CPT0023500003
Normal
-0.9
CPT0237080003
Normal
-0.9
CPT0196820003
Normal
-1.0
CPT0237990003
Normal
-1.0
CPT0175410003
Normal
-1.0
CPT0083990003
Normal
-1.0
CPT0241210003
Normal
-1.0
CPT0202740003
Normal
-1.0
CPT0123370003
Normal
-1.0
CPT0175260003
Tumor
-1.0
CPT0191750003
Normal
-1.1
CPT0187370003
Tumor
-1.1
CPT0187380003
Normal
-1.1
CPT0225380003
Tumor
-1.1
CPT0126670003
Tumor
-1.1
CPT0091090003
Normal
-1.1
CPT0204820003
Normal
-1.1
CPT0064050003
Normal
-1.1
CPT0234950004
Normal
-1.1
CPT0218280003
Tumor
-1.2
CPT0104950003
Normal
-1.2
CPT0191930003
Normal
-1.2
CPT0175560003
Tumor
-1.2
CPT0136660003
Normal
-1.2
CPT0089880003
Tumor
-1.2
CPT0209040003
Normal
-1.2
CPT0245790003
Normal
-1.2
CPT0128890003
Tumor
-1.2
CPT0064040003
Tumor
-1.2
CPT0221220003
Normal
-1.2
CPT0130440004
Normal
-1.2
CPT0091620003
Normal
-1.2
CPT0205000003
Normal
-1.3
CPT0147200003
Normal
-1.3
CPT0146500003
Normal
-1.3
CPT0237570003
Normal
-1.3
CPT0208780003
Normal
-1.3
CPT0219390003
Normal
-1.3
CPT0186180003
Tumor
-1.3
CPT0086260003
Tumor
-1.3
CPT0098800003
Normal
-1.3
CPT0112660003
Normal
-1.3
CPT0202580004
Normal
-1.3
CPT0112600003
Normal
-1.3
CPT0126830003
Normal
-1.4
CPT0130310003
Normal
-1.4
CPT0232690003
Normal
-1.4
CPT0128900003
Normal
-1.4
CPT0104380003
Normal
-1.4
CPT0234580003
Normal
-1.4
CPT0225470003
Normal
-1.4
CPT0102840003
Normal
-1.4
CPT0146400003
Normal
-1.5
CPT0237430003
Normal
-1.5
CPT0233320003
Tumor
-1.5
CPT0227400003
Tumor
-1.5
CPT0186140003
Normal
-1.5
CPT0202400004
Normal
-1.5
CPT0234820003
Normal
-1.5
CPT0237780003
Normal
-1.5
CPT0197380003
Normal
-1.5
CPT0087210003
Normal
-1.6
CPT0222740003
Normal
-1.6
CPT0197520003
Normal
-1.6
CPT0126530003
Tumor
-1.6
CPT0237710003
Normal
-1.6
CPT0086270003
Normal
-1.6
CPT0204800003
Tumor
-1.6
CPT0001030003
Normal
-1.6
CPT0202040003
Normal
-1.6
CPT0123350003
Tumor
-1.7
CPT0147700003
Normal
-1.7
CPT0126760003
Normal
-1.7
CPT0126400003
Normal
-1.7
CPT0183270003
Normal
-1.8
CPT0207250003
Normal
-1.8
CPT0010050003
Tumor
-1.9
CPT0104930003
Tumor
-1.9
CPT0192590004
Normal
-1.9
CPT0238130003
Normal
-1.9
CPT0186210003
Normal
-1.9
CPT0192540004
Tumor
-1.9
CPT0105430003
Normal
-1.9
CPT0112550003
Normal
-1.9
CPT0237210003
Normal
-1.9
CPT0221660003
Normal
-1.9
CPT0233160003
Normal
-2.0
CPT0202170003
Tumor
-2.0
CPT0202220004
Normal
-2.0
CPT0236430003
Normal
-2.0
CPT0227020003
Tumor
-2.0
CPT0010060003
Normal
-2.1
CPT0108600003
Normal
-2.1
CPT0195520003
Normal
-2.1
CPT0197860003
Normal
-2.1
CPT0233640003
Normal
-2.1
CPT0068320003
Normal
-2.2
CPT0227070003
Normal
-2.2
CPT0218310003
Normal
-2.2
CPT0197480003
Tumor
-2.2
CPT0126470003
Normal
-2.3
CPT0063440003
Normal
-2.3
CPT0079060003
Normal
-2.3
CPT0204660003
Normal
-2.3
CPT0117720003
Tumor
-2.4
CPT0237200004
Tumor
-2.4
CPT0063500003
Normal
-2.4
CPT0079110003
Normal
-2.5
CPT0197170003
Normal
-2.5
CPT0195510003
Tumor
-2.5
CPT0221650003
Tumor
-2.6
CPT0117770003
Normal
-2.7
CPT0079100003
Tumor
-3.1
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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.