D - AC Me

计数文章中字母出现次数

Ignatius is doing his homework now. The teacher gives him some
articles and asks him to tell how many times each letter appears.

It’s really easy, isn’t it? So come on and AC ME.

Input

Each article consists of just one line, and all the letters are in
lowercase. You just have to count the number of each letter, so do not
pay attention to other characters. The length of article is at most
100000. Process to the end of file.

Note: the problem has multi-cases, and you may use
“while(gets(buf)){…}” to process to the end of file.

Output

For each article, you have to tell how many times each letter appears.
The output format is like “X:N”.

Output a blank line after each test case. More details in sample
output.

Sample Input

hello, this is my first acm contest! work hard for hdu acm.

Sample Output
a:1
b:0
c:2
d:0
e:2
f:1
g:0
h:2
i:3
j:0
k:0
l:2
m:2
n:1
o:2
p:0
q:0
r:1
s:4
t:4
u:0
v:0
w:0
x:0
y:1
z:0

a:2
b:0
c:1
d:2
e:0
f:1
g:0
h:2
i:0
j:0
k:1
l:0
m:1
n:0
o:2
p:0
q:0
r:3
s:0
t:0
u:1
v:0
w:1
x:0
y:0
z:0

#include <stdio.h>
#include <string.h>
int main()
{
	int i,l,a[26]={0};
	char b;
	while(scanf("%c",&b)!=EOF)
	{
		if(b>='a'&&b<='z')
				{
					a[b-'a']++;
				}
		if(b=='\n')
		{
			for(i=0;i<26;i++)
			{
				printf("%c:%d\n",i+'a',a[i]);
			}
			printf("\n");
			for(i=0;i<26;i++) a[i]=0;
		}
	}
	return 0;
 } 
cancer_type_vector TCGA-OR-A5LP-01A TCGA-OR-A5K0-01A TCGA-OR-A5JF-01A TCGA-OR-A5JT-01A TCGA-OR-A5K1-01A TCGA-P6-A5OG-01A TCGA-PK-A5H9-01A TCGA-OR-A5KZ-01A TCGA-OR-A5KX-01A "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" TCGA-OR-A5JY-01A TCGA-PK-A5HA-01A TCGA-OR-A5LR-01A TCGA-OR-A5JQ-01A TCGA-OR-A5LG-01A TCGA-OR-A5LB-01A TCGA-OR-A5JM-01A TCGA-OR-A5LJ-01A TCGA-OR-A5J3-01A "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" TCGA-OR-A5J6-01A TCGA-OR-A5L3-01A TCGA-OR-A5J1-01A TCGA-OR-A5LA-01A TCGA-OR-A5LH-01A TCGA-OR-A5JR-01A TCGA-OR-A5JK-01A TCGA-OR-A5K9-01A TCGA-OR-A5LC-01A "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" TCGA-OR-A5J9-01A TCGA-OR-A5LE-01A TCGA-OR-A5LL-01A TCGA-OR-A5K8-01A TCGA-OR-A5LO-01A TCGA-OR-A5JD-01A TCGA-OR-A5K6-01A TCGA-OR-A5KW-01A TCGA-OR-A5L5-01A "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" TCGA-OR-A5JP-01A TCGA-PA-A5YG-01A TCGA-PK-A5H8-01A TCGA-OR-A5KY-01A TCGA-OR-A5JX-01A TCGA-OR-A5JW-01A TCGA-OR-A5J5-01A TCGA-OR-A5J8-01A TCGA-PK-A5HB-01A "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" TCGA-OR-A5JL-01A TCGA-OR-A5L8-01A TCGA-OR-A5JG-01A TCGA-OR-A5LK-01A TCGA-OR-A5JV-01A TCGA-OR-A5K3-01A TCGA-OR-A5L4-01A TCGA-OR-A5LM-01A TCGA-OR-A5KO-01A "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" TCGA-OR-A5JI-01A TCGA-OR-A5JB-01A TCGA-OR-A5JE-01A TCGA-OR-A5LD-01A TCGA-OR-A5JC-01A TCGA-OR-A5KV-01A TCGA-OR-A5JO-01A TCGA-OR-A5LN-01A TCGA-P6-A5OF-01A "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" TCGA-OR-A5LT-01A TCGA-OR-A5JJ-01A TCGA-OR-A5J2-01A TCGA-OR-A5KU-01A TCGA-OR-A5J7-01A TCGA-OR-A5JA-01A TCGA-OR-A5JS-01A TCGA-OR-A5K2-01A TCGA-OR-A5K4-01A "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" TCGA-OR-A5JZ-01A TCGA-OR-A5K5-01A TCGA-OR-A5L6-01A TCGA-OR-A5LS-01A TCGA-OU-A5PI-01A TCGA-OR-A5KT-01A TCGA-OR-A5L9-01A TCGA-E7-A678-01A TCGA-UY-A9PB-01A "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "ACC" "BLCA" "BLCA" TCGA-DK-A3IN-01A TCGA-DK-A3IV-01A TCGA-XF-A9T4-01A TCGA-FD-A62S-01A TCGA-FD-A6TG-01A TCGA-FD-A6TI-01A TCGA-DK-AA6L-01A TCGA-FD-A5BT-01A TCGA-KQ-A41S-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-ZF-AA4V-01A TCGA-FT-A3EE-01A TCGA-DK-AA75-01A TCGA-ZF-AA54-01A TCGA-FD-A3N5-01A TCGA-E7-A677-01A TCGA-DK-A1AB-01A TCGA-MV-A51V-01A TCGA-BT-A20N-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-DK-A2I6-01A TCGA-ZF-AA56-01A TCGA-HQ-A5NE-01A TCGA-GV-A6ZA-01A TCGA-XF-A9T5-01A TCGA-ZF-AA5N-01A TCGA-ZF-A9RF-01A TCGA-BT-A20R-01A TCGA-SY-A9G5-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-ZF-A9RM-01A TCGA-CF-A27C-01A TCGA-CU-A3KJ-01A TCGA-GC-A4ZW-01A TCGA-XF-AAN8-01A TCGA-K4-A83P-01A TCGA-GV-A40E-01A TCGA-CF-A9FL-01A TCGA-CF-A47Y-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-DK-A1A6-01A TCGA-FD-A62N-01A TCGA-E7-A6ME-01A TCGA-GU-AATQ-01A TCGA-FD-A5BZ-01A TCGA-ZF-AA4N-01A TCGA-XF-A9SJ-01A TCGA-BL-A0C8-01B TCGA-BT-A42C-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-CF-A5UA-01A TCGA-E5-A4TZ-01A TCGA-G2-A2EJ-01A TCGA-KQ-A41R-01A TCGA-2F-A9KO-01A TCGA-XF-AAMZ-01A TCGA-DK-A1AF-01A TCGA-DK-AA6T-01A TCGA-BL-A13I-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-BT-A20R-11A TCGA-GU-A42P-01A TCGA-UY-A8OD-01A TCGA-DK-A2HX-01A TCGA-UY-A78P-01A TCGA-DK-A6AV-01A TCGA-BL-A0C8-01A TCGA-CU-A3QU-01A TCGA-XF-A9SX-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-FJ-A871-01A TCGA-ZF-A9R2-01A TCGA-DK-A1A3-01A TCGA-FJ-A3ZF-01A TCGA-E7-A6MF-01A TCGA-E7-A4IJ-01A TCGA-FD-A6TA-01A TCGA-UY-A8OB-01A TCGA-ZF-A9RL-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-FD-A6TB-01A TCGA-XF-AAMG-01A TCGA-CF-A1HR-01A TCGA-CF-A3MG-01A TCGA-ZF-AA5P-01A TCGA-DK-AA74-01A TCGA-DK-A1A7-01A TCGA-SY-A9G0-01A TCGA-UY-A78N-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-DK-A3IT-01A TCGA-ZF-AA4U-01A TCGA-UY-A8OC-01A TCGA-4Z-AA87-01A TCGA-ZF-A9R0-01A TCGA-4Z-AA7Y-01A TCGA-K4-A54R-01A TCGA-FD-A5BV-01A TCGA-K4-A6FZ-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-LT-A8JT-01A TCGA-BL-A13J-01A TCGA-XF-A9T0-01A TCGA-FD-A5BX-01A TCGA-DK-A3X1-01A TCGA-XF-A9T3-01A TCGA-G2-A2ES-01A TCGA-R3-A69X-01A TCGA-FD-A3SP-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-K4-A6MB-01A TCGA-GD-A76B-01A TCGA-FJ-A3Z9-01A TCGA-BT-A3PK-01A TCGA-CF-A9FF-01A TCGA-GC-A3I6-01A TCGA-CF-A47X-01A TCGA-S5-A6DX-01A TCGA-4Z-AA7N-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-GC-A3BM-11A TCGA-FD-A5BU-01A TCGA-XF-AAN2-01A TCGA-G2-AA3F-01A TCGA-FT-A61P-01A TCGA-K4-A3WU-01B TCGA-ZF-A9R5-01A TCGA-CF-A9FM-01A TCGA-5N-A9KM-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-GV-A3QK-01B TCGA-GU-A42Q-01A TCGA-C4-A0F1-01A TCGA-DK-A6B6-01A TCGA-ZF-AA53-01A TCGA-GC-A6I3-11A TCGA-G2-AA3C-01A TCGA-E7-A3X6-01A TCGA-FD-A5BS-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-BL-A5ZZ-01A TCGA-DK-A3IL-01A TCGA-XF-A8HC-01A TCGA-CF-A47T-01A TCGA-ZF-AA4T-01A TCGA-E7-A97P-01A TCGA-BL-A3JM-01A TCGA-FD-A5C1-01A TCGA-2F-A9KQ-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-CF-A3MF-01A TCGA-G2-AA3B-01A TCGA-CF-A47W-01A TCGA-FD-A43U-01A TCGA-G2-A2EC-01A TCGA-FD-A3SQ-01A TCGA-XF-A9T2-01A TCGA-E7-A4XJ-01A TCGA-DK-A3IS-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-XF-A9SH-01A TCGA-GC-A3RC-01A TCGA-PQ-A6FN-01A TCGA-CF-A3MH-01A TCGA-BT-A20X-01A TCGA-XF-AAME-01A TCGA-XF-A8HG-01A TCGA-XF-AAN5-01A TCGA-FD-A62P-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-DK-A6B0-01A TCGA-CU-A0YR-11A TCGA-XF-AAMR-01A TCGA-4Z-AA7W-01A TCGA-E7-A8O8-01A TCGA-FD-A3N6-01A TCGA-4Z-AA83-01A TCGA-E7-A6MD-01A TCGA-GC-A3BM-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-BT-A20U-11A TCGA-CU-A5W6-01A TCGA-FD-A3SO-01A TCGA-KQ-A41O-01A TCGA-G2-A2EL-01A TCGA-XF-A9T8-01A TCGA-XF-AAN3-01A TCGA-GU-AATP-01A TCGA-E7-A7DV-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-FD-A62O-01A TCGA-XF-A9SU-01A TCGA-C4-A0F0-01A TCGA-DK-A2I1-01A TCGA-FD-A3SL-01A TCGA-ZF-AA5H-01A TCGA-DK-AA6P-01A TCGA-BT-A2LD-01A TCGA-DK-A3WY-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-YC-A8S6-01A TCGA-UY-A9PD-01A TCGA-GD-A6C6-01A TCGA-ZF-AA4R-01A TCGA-GU-A767-01A TCGA-FD-A6TD-01A TCGA-CU-A72E-01A TCGA-E7-A85H-01A TCGA-XF-AAN4-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-2F-A9KT-01A TCGA-GD-A3OP-01A TCGA-GD-A3OP-11A TCGA-LC-A66R-01A TCGA-XF-AAML-01A TCGA-UY-A9PF-01A TCGA-DK-A3IM-01A TCGA-FD-A3B5-01A TCGA-XF-A9SL-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-XF-AAMH-01A TCGA-E5-A4U1-01A TCGA-GU-A764-01A TCGA-CF-A7I0-01A TCGA-4Z-AA7M-01A TCGA-E7-A7XN-01A TCGA-4Z-AA82-01A TCGA-PQ-A6FI-01A TCGA-C4-A0EZ-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-CU-A3YL-01A TCGA-FD-A5C0-01A TCGA-HQ-A5ND-01A TCGA-GU-A42R-01A TCGA-UY-A78M-01A TCGA-DK-A6B1-01A TCGA-ZF-AA58-01A TCGA-ZF-AA51-01A TCGA-XF-AAMW-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-GV-A40G-01A TCGA-DK-AA6U-01A TCGA-K4-A4AC-01A TCGA-BT-A20V-01A TCGA-DK-A6B2-01A TCGA-BT-A0YX-01A TCGA-ZF-A9RE-01A TCGA-GD-A3OQ-11A TCGA-GD-A3OQ-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-DK-AA71-01A TCGA-FD-A3NA-01A TCGA-YF-AA3M-01A TCGA-GV-A3QI-01A TCGA-GC-A3OO-01A TCGA-DK-A3WW-01A TCGA-DK-A2I2-01A TCGA-K4-A5RI-01A TCGA-ZF-A9R7-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-BT-A20N-11A TCGA-K4-A5RH-01A TCGA-G2-AA3D-01A TCGA-UY-A9PE-01A TCGA-4Z-AA7Q-01A TCGA-DK-A1AG-01A TCGA-UY-A9PH-01A TCGA-CF-A1HS-01A TCGA-H4-A2HQ-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-G2-A3VY-01A TCGA-CF-A47S-01A TCGA-K4-A3WV-11A TCGA-K4-A3WV-01A TCGA-XF-A9SZ-01A TCGA-DK-A6B5-01A TCGA-DK-A3IU-01A TCGA-DK-AA76-01A TCGA-KQ-A41P-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-ZF-AA4X-01A TCGA-ZF-A9R1-01A TCGA-GU-A766-01A TCGA-XF-A8HD-01A TCGA-BT-A20P-01A TCGA-DK-AA77-01A TCGA-E7-A541-01A TCGA-BT-A3PJ-01A TCGA-BT-A2LB-11A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-G2-A3IE-01A TCGA-BL-A13I-01B TCGA-FD-A43Y-01A TCGA-LT-A5Z6-01A TCGA-UY-A78L-01A TCGA-DK-AA6M-01A TCGA-XF-AAN0-01A TCGA-FD-A5BR-01A TCGA-GV-A3JX-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-GU-A763-01A TCGA-XF-A8HI-01A TCGA-ZF-A9RD-01A TCGA-DK-A3IQ-01A TCGA-GU-AATO-01A TCGA-BT-A2LB-01A TCGA-GC-A3WC-11A TCGA-GC-A3WC-01A TCGA-XF-A9SV-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-4Z-AA7S-01A TCGA-CF-A47V-01A TCGA-DK-A3WX-01A TCGA-CF-A3MI-01A TCGA-XF-AAMX-01A TCGA-BT-A42F-01A TCGA-2F-A9KR-01A TCGA-FD-A3B7-01A TCGA-ZF-A9R9-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-XF-A9SW-01A TCGA-E7-A3Y1-01A TCGA-DK-A2I4-01A TCGA-FD-A6TE-01A TCGA-GD-A2C5-01A TCGA-XF-AAN1-01A TCGA-DK-AA6R-01A TCGA-UY-A78K-01A TCGA-DK-AA6W-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-E7-A7DU-01A TCGA-YF-AA3L-01A TCGA-GU-A762-01A TCGA-E7-A519-01A TCGA-FD-A3SJ-01A TCGA-XF-A8HE-01A TCGA-YC-A9TC-01A TCGA-GC-A3RD-01A TCGA-XF-A9SP-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-XF-A8HF-01A TCGA-XF-AAMQ-01A TCGA-FD-A43S-01A TCGA-CF-A9FH-01A TCGA-XF-AAMJ-01A TCGA-4Z-AA86-01A TCGA-DK-A1A5-01A TCGA-GV-A3QG-01A TCGA-K4-A4AB-01B "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-XF-AAMY-01A TCGA-FD-A3SS-01A TCGA-CU-A0YR-01A TCGA-BT-A20J-01A TCGA-H4-A2HO-01A TCGA-4Z-AA7O-01A TCGA-XF-A9SY-01A TCGA-GV-A3JZ-01A TCGA-CF-A8HY-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-DK-A1AD-01A TCGA-FD-A5BY-01A TCGA-BT-A2LA-11A TCGA-BT-A3PH-01A TCGA-FD-A3B4-01A TCGA-G2-A2EO-01A TCGA-FJ-A3ZE-01A TCGA-G2-A3IB-01A TCGA-ZF-A9R3-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-GC-A3RB-01A TCGA-XF-A9SM-01A TCGA-GC-A6I3-01A TCGA-S5-AA26-01A TCGA-XF-AAMT-01A TCGA-BT-A20O-01A TCGA-C4-A0F7-01A TCGA-BT-A42E-01A TCGA-BT-A2LA-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-BT-A20U-01A TCGA-4Z-AA84-01A TCGA-XF-A8HB-01A TCGA-KQ-A41Q-01A TCGA-YC-A89H-01A TCGA-XF-AAN7-01A TCGA-K4-A5RI-11A TCGA-FD-A6TC-01A TCGA-CF-A5U8-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-DK-A3IK-01A TCGA-GC-A3YS-01A TCGA-GV-A3JV-01A TCGA-FD-A3SM-01A TCGA-DK-A1AC-01A TCGA-ZF-A9R4-01A TCGA-XF-A8HH-01A TCGA-XF-A9SK-01A TCGA-E7-A5KE-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-BT-A20Q-11A TCGA-4Z-AA89-01A TCGA-4Z-AA80-01A TCGA-ZF-AA4W-01A TCGA-XF-A9SI-01A TCGA-BT-A0S7-01A TCGA-2F-A9KP-01A TCGA-DK-AA6Q-01A TCGA-ZF-A9RN-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-4Z-AA7R-01A TCGA-ZF-AA52-01A TCGA-K4-A54R-11A TCGA-CU-A0YO-01A TCGA-C4-A0F6-01A TCGA-CU-A0YN-11A TCGA-DK-A1AA-01A TCGA-G2-A2EF-01A TCGA-XF-A9ST-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-2F-A9KW-01A TCGA-FD-A43N-01A TCGA-GV-A3QH-01A TCGA-HQ-A2OE-01A TCGA-GD-A3OS-01A TCGA-GV-A3JW-01A TCGA-UY-A9PA-01A TCGA-4Z-AA81-01A TCGA-K4-AAQO-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-DK-A3X2-01A TCGA-GV-A3QF-01A TCGA-CF-A8HX-01A TCGA-E5-A2PC-01A TCGA-DK-A1AE-01A TCGA-K4-A5RJ-01A TCGA-DK-AA6S-01A TCGA-ZF-A9RC-01A TCGA-E7-A5KF-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-5N-A9KI-01A TCGA-GD-A2C5-11A TCGA-BT-A20Q-01A TCGA-G2-A2EK-01A TCGA-CU-A0YN-01A TCGA-KQ-A41N-01A TCGA-GC-A6I1-01A TCGA-XF-A9T6-01A TCGA-FD-A3SR-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-FD-A43X-01A TCGA-FD-A3B3-01A TCGA-FD-A3B8-01A TCGA-FD-A6TF-01A TCGA-K4-A3WS-01A TCGA-FD-A6TK-01A TCGA-FJ-A3Z7-01A TCGA-BL-A13J-11A TCGA-HQ-A2OF-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-BL-A13J-01B TCGA-FD-A43P-01A TCGA-FD-A3B6-01A TCGA-UY-A78O-01A TCGA-BT-A20W-11A TCGA-BT-A20W-01A TCGA-FD-A3SN-01A TCGA-DK-AA6X-01A TCGA-E7-A8O7-01A "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" "BLCA" TCGA-E7-A7PW-01A TCGA-FD-A6TH-01A TCGA-BT-A20T-01A TCGA-A7-A26E-01B TCGA-A2-A0CU-01A TCGA-PL-A8LV-01A TCGA-BH-A0BC-01A TCGA-AR-A1AX-01A TCGA-AC-A2FO-01A "BLCA" "BLCA" "BLCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-BH-A1FU-11A TCGA-AQ-A0Y5-01A TCGA-AC-A3EH-01A TCGA-AC-A5EH-01A TCGA-D8-A142-01A TCGA-D8-A1XB-01A TCGA-BH-A18M-11A TCGA-D8-A1JJ-01A TCGA-E2-A10B-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A2-A0CP-01A TCGA-BH-A1FJ-01A TCGA-BH-A0C1-01B TCGA-OL-A66P-01A TCGA-BH-A18R-11A TCGA-E2-A14O-01A TCGA-D8-A1XJ-01A TCGA-AR-A24P-01A TCGA-AO-A1KQ-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-D8-A145-01A TCGA-AR-A24V-01A TCGA-AO-A12F-01A TCGA-BH-A1FE-11B TCGA-E9-A54X-01A TCGA-BH-A0BA-01A TCGA-EW-A1PH-01A TCGA-BH-A209-01A TCGA-BH-A0BZ-11A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-BH-A0DH-11A TCGA-E9-A2JS-01A TCGA-E9-A1R3-01A TCGA-E9-A1R6-01A TCGA-BH-A1FU-01A TCGA-D8-A1Y2-01A TCGA-A2-A4RX-01A TCGA-A8-A09V-01A TCGA-AO-A12B-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-XX-A899-01A TCGA-A8-A08P-01A TCGA-C8-A26W-01A TCGA-E9-A249-01A TCGA-A8-A086-01A TCGA-B6-A0RV-01A TCGA-D8-A1JT-01A TCGA-OL-A5RV-01A TCGA-BH-A1F0-11B "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-Z7-A8R5-01A TCGA-A8-A0AB-01A TCGA-E2-A154-01A TCGA-S3-A6ZG-01A TCGA-D8-A140-01A TCGA-A8-A06Q-01A TCGA-AR-A24Q-01A TCGA-A2-A1G6-01A TCGA-D8-A1XL-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A2-A1G0-01A TCGA-BH-A0BS-11A TCGA-A7-A13F-11A TCGA-A8-A095-01A TCGA-AN-A0FV-01A TCGA-S3-AA12-01A TCGA-A8-A06T-01A TCGA-E2-A14Q-01A TCGA-BH-A18K-11A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-BH-A18K-01A TCGA-A8-A06Y-01A TCGA-BH-A0AZ-11A TCGA-BH-A0AZ-01A TCGA-E9-A1RA-01A TCGA-UL-AAZ6-01A TCGA-BH-A1ES-01A TCGA-EW-A1PA-01A TCGA-EW-A1P4-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-BH-A18P-11A TCGA-D8-A1JH-01A TCGA-B6-A409-01A TCGA-D8-A13Z-01A TCGA-AC-A7VB-01A TCGA-AN-A0XN-01A TCGA-GM-A2DN-01A TCGA-AO-A12G-01A TCGA-BH-A0B9-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-C8-A273-01A TCGA-AR-A1AY-01A TCGA-AR-A1AO-01A TCGA-E9-A1RC-01A TCGA-A2-A0EN-01A TCGA-E9-A1RD-01A TCGA-A8-A08O-01A TCGA-AC-A2FE-01A TCGA-B6-A0RN-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A8-A076-01A TCGA-BH-A0HK-01A TCGA-BH-A0BO-01A TCGA-BH-A0HW-01A TCGA-D8-A1XZ-01A TCGA-OL-A66K-01A TCGA-AR-A24N-01A TCGA-E2-A1IU-01A TCGA-AR-A0TT-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-B6-A0IP-01A TCGA-BH-A0DP-11A TCGA-AO-A03L-01A TCGA-B6-A0IB-01A TCGA-E9-A54Y-01A TCGA-A2-A0T2-01A TCGA-AC-A3W6-01A TCGA-A2-A3XV-01A TCGA-BH-A1FH-11B "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-BH-A0EA-01A TCGA-BH-A0B3-01A TCGA-5L-AAT1-01A TCGA-E2-A15J-01A TCGA-B6-A0WS-01A TCGA-BH-A0H7-01A TCGA-A2-A0YT-01A TCGA-AN-A0XO-01A TCGA-E2-A15K-06A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-EW-A1P3-01A TCGA-A2-A04N-01A TCGA-D8-A13Y-01A TCGA-D8-A146-01A TCGA-LL-A7SZ-01A TCGA-AO-A0J8-01A TCGA-B6-A0IK-01A TCGA-BH-A0DG-11A TCGA-A2-A0T3-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-AO-A03M-01B TCGA-BH-A0W4-01A TCGA-E2-A15S-01A TCGA-D8-A27R-01A TCGA-B6-A0WZ-01A TCGA-D8-A27H-01A TCGA-AO-A03U-01B TCGA-A7-A5ZV-01A TCGA-BH-A1EY-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A8-A09T-01A TCGA-AC-A4ZE-01A TCGA-BH-A0H9-01A TCGA-LD-A7W6-01A TCGA-GM-A2D9-01A TCGA-BH-A42T-01A TCGA-A2-A0SX-01A TCGA-A1-A0SI-01A TCGA-A7-A0D9-11A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A7-A0D9-01A TCGA-A2-A04U-01A TCGA-D8-A143-01A TCGA-BH-A8FZ-01A TCGA-A2-A0T6-01A TCGA-AC-A3BB-01A TCGA-BH-AB28-01A TCGA-A1-A0SQ-01A TCGA-E2-A15E-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-BH-A0H9-11A TCGA-AR-A24S-01A TCGA-D8-A1JS-01A TCGA-AO-A03O-01A TCGA-D8-A27F-01A TCGA-AR-A5QN-01A TCGA-B6-A0IA-01A TCGA-B6-A0I6-01A TCGA-B6-A0RE-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A8-A08F-01A TCGA-AR-A2LM-01A TCGA-AC-A62Y-01A TCGA-AO-A0JD-01A TCGA-A2-A0ST-01A TCGA-A2-A4RW-01A TCGA-B6-A0RM-01A TCGA-A1-A0SN-01A TCGA-LL-A6FR-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-D8-A1JE-01A TCGA-A8-A09I-01A TCGA-BH-A0DP-01A TCGA-HN-A2NL-01A TCGA-AR-A24O-01A TCGA-BH-A1FL-01A TCGA-V7-A7HQ-01A TCGA-B6-A1KC-01B TCGA-A7-A3IZ-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-B6-A1KI-01A TCGA-BH-A1FH-01A TCGA-B6-A0X1-01A TCGA-BH-A0B3-11B TCGA-B6-A0IN-01A TCGA-E2-A15K-11A TCGA-E2-A15K-01A TCGA-AR-A1AL-01A TCGA-E2-A570-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-C8-A275-01A TCGA-E2-A1LA-01A TCGA-E9-A229-01A TCGA-D8-A1Y0-01A TCGA-E9-A22D-01A TCGA-AN-A0XP-01A TCGA-A8-A07O-01A TCGA-S3-AA0Z-01A TCGA-AO-A0J2-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-EW-A2FS-01A TCGA-BH-A0B8-11A TCGA-BH-A0B8-01A TCGA-BH-A0E7-01A TCGA-BH-A0DO-11A TCGA-BH-A0DO-01B TCGA-AR-A256-01A TCGA-A7-A426-01A TCGA-E9-A243-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-BH-A1FG-11B TCGA-BH-A1FG-01A TCGA-D8-A27N-01A TCGA-AN-A0FF-01A TCGA-AO-A0JL-01A TCGA-AC-A8OS-01A TCGA-D8-A1J9-01A TCGA-AC-A62V-01A TCGA-A2-A0EY-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A7-A0CJ-01A TCGA-GM-A2DF-01A TCGA-BH-A0BJ-01A TCGA-BH-A0BJ-11A TCGA-B6-A0WT-01A TCGA-E2-A159-01A TCGA-A8-A08Z-01A TCGA-A8-A096-01A TCGA-E2-A14Z-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A7-A4SF-01A TCGA-E2-A1BC-01A TCGA-E2-A1BC-11A TCGA-A8-A08B-01A TCGA-E2-A1LH-11A TCGA-E2-A1LH-01A TCGA-LL-A7T0-01A TCGA-AC-A5XS-01A TCGA-B6-A400-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-EW-A3U0-01A TCGA-AC-A2QJ-01A TCGA-AR-A0TY-01A TCGA-EW-A1PG-01A TCGA-A7-A3J0-01A TCGA-E2-A15C-01A TCGA-BH-A0W5-01A TCGA-AR-A1AV-01A TCGA-OL-A6VR-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-BH-A18Q-11A TCGA-BH-A18Q-01A TCGA-BH-A5J0-01A TCGA-AR-A24R-01A TCGA-A8-A08H-01A TCGA-BH-A0DD-11A TCGA-BH-A0DD-01A TCGA-E2-A1B4-01A TCGA-C8-A274-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A7-A4SE-01A TCGA-C8-A26Z-01A TCGA-E2-A10E-01A TCGA-BH-A0HU-01A TCGA-A2-A0SY-01A TCGA-C8-A8HR-01A TCGA-AN-A046-01A TCGA-D8-A1JF-01A TCGA-A8-A097-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-C8-A12M-01A TCGA-E9-A1RI-11A TCGA-E9-A1RI-01A TCGA-GM-A2DC-01A TCGA-E9-A226-01A TCGA-AO-A03T-01A TCGA-D8-A1JB-01A TCGA-BH-A208-11A TCGA-BH-A208-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A7-A26H-01A TCGA-D8-A1XG-01A TCGA-AR-A24L-01A TCGA-AN-A0FY-01A TCGA-A2-A3XY-01A TCGA-AC-A8OQ-01A TCGA-AC-A23C-01A TCGA-AR-A0TU-01A TCGA-A8-A09E-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-BH-A0HI-01A TCGA-E2-A14T-01A TCGA-E2-A1B6-01A TCGA-BH-A0C7-01B TCGA-AN-A0FW-01A TCGA-LL-A8F5-01A TCGA-AO-A0JI-01A TCGA-E9-A3Q9-01A TCGA-AC-A3HN-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-E9-A5FL-01A TCGA-A2-A1G4-01A TCGA-AR-A0U0-01A TCGA-AR-A2LE-01A TCGA-E2-A14P-01A TCGA-AN-A04A-01A TCGA-BH-A1F5-01A TCGA-BH-A0HA-01A TCGA-BH-A0HA-11A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-E2-A15T-01A TCGA-BH-A0BF-01A TCGA-EW-A2FW-01A TCGA-E9-A1NC-01A TCGA-S3-AA15-01A TCGA-BH-A202-01A TCGA-AC-A23E-01A TCGA-WT-AB41-01A TCGA-BH-A0RX-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-EW-A1IX-01A TCGA-A8-A07L-01A TCGA-A7-A6VY-01A TCGA-AR-A255-01A TCGA-OL-A66N-01A TCGA-A8-A099-01A TCGA-LL-A5YM-01A TCGA-AO-A0J6-01A TCGA-LL-A73Y-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-D8-A73W-01A TCGA-E2-A14W-01A TCGA-A2-A25B-01A TCGA-E2-A15O-01A TCGA-A2-A0CM-01A TCGA-D8-A1X5-01A TCGA-AN-A0AR-01A TCGA-AR-A1AM-01A TCGA-E2-A1IH-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A7-A4SC-01A TCGA-S3-A6ZH-01A TCGA-BH-A0EB-01A TCGA-E2-A15F-01A TCGA-BH-A1FB-01A TCGA-BH-A1FB-11A TCGA-E9-A5UO-01A TCGA-EW-A1J1-01A TCGA-D8-A1XC-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A7-A0DC-11A TCGA-E2-A156-01A TCGA-EW-A1P6-01A TCGA-E2-A1L8-01A TCGA-E2-A109-01A TCGA-LL-A5YN-01A TCGA-E2-A2P5-01A TCGA-A7-A0DB-01A TCGA-A7-A0DB-01C "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-E2-A1LG-01A TCGA-A7-A0DB-11A TCGA-B6-A0WW-01A TCGA-E2-A576-01A TCGA-AC-A3OD-01A TCGA-A2-A04R-01A TCGA-E9-A1R0-01A TCGA-B6-A1KF-01A TCGA-EW-A1PC-01B "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-EW-A2FV-01A TCGA-AO-A0JF-01A TCGA-AN-A0XR-01A TCGA-GM-A5PX-01A TCGA-B6-A0RH-01A TCGA-A2-A0CX-01A TCGA-AR-A0TZ-01A TCGA-AR-A2LR-01A TCGA-E2-A1LB-11A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-BH-A0B6-01A TCGA-A2-A3XZ-01A TCGA-AR-A0TR-01A TCGA-E9-A295-01A TCGA-A2-A04P-01A TCGA-BH-A0DS-01A TCGA-E9-A1N5-11A TCGA-E9-A1N5-01A TCGA-S3-A6ZF-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-A2-A1FV-01A TCGA-D8-A147-01A TCGA-BH-A0HP-01A TCGA-B6-A40C-01A TCGA-OK-A5Q2-01A TCGA-BH-A1ES-06A TCGA-BH-A18P-01A TCGA-AR-A252-01A TCGA-C8-A1HK-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-AQ-A54N-01A TCGA-A2-A1FW-01A TCGA-3C-AALJ-01A TCGA-AC-A62X-01A TCGA-E9-A1RC-11A TCGA-B6-A0X7-01A TCGA-BH-A0BW-01A TCGA-D8-A1XT-01A TCGA-AR-A254-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-D8-A1Y3-01A TCGA-BH-A0HL-01A TCGA-E9-A247-01A TCGA-C8-A27A-01A TCGA-A7-A26F-01B TCGA-AO-A0J3-01A TCGA-A2-A25D-01A TCGA-AN-A0XW-01A TCGA-D8-A141-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-AR-A1AN-01A TCGA-UU-A93S-01A TCGA-BH-A18S-01A TCGA-OL-A5S0-01A TCGA-BH-A1EO-11A TCGA-LL-A442-01A TCGA-A8-A09W-01A TCGA-C8-A1HI-01A TCGA-BH-A0BZ-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-E2-A56Z-01A TCGA-A2-A259-01A TCGA-AR-A24X-01A TCGA-BH-A1FD-01A TCGA-BH-A1FD-11B TCGA-BH-A0DZ-01A TCGA-BH-A1EV-11A TCGA-B6-A0RT-01A TCGA-AR-A2LQ-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-E2-A150-01A TCGA-E2-A14R-01A TCGA-A8-A0A6-01A TCGA-A7-A26F-01A TCGA-AO-A0JM-01A TCGA-BH-A18S-11A TCGA-A8-A09B-01A TCGA-BH-A0BR-01A TCGA-A2-A0T7-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-B6-A401-01A TCGA-BH-A0DH-01A TCGA-E9-A1RH-11A TCGA-BH-A1EV-01A TCGA-EW-A6SD-01A TCGA-AC-A3W5-01A TCGA-BH-A0BG-01A TCGA-A2-A0CR-01A TCGA-3C-AALI-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-B6-A0RL-01A TCGA-A7-A5ZW-01A TCGA-E2-A15H-01A TCGA-AQ-A1H2-01A TCGA-BH-A209-11A TCGA-D8-A1JD-01A TCGA-BH-A0B2-01A TCGA-AR-A1AT-01A TCGA-D8-A1JK-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-C8-A26Y-01A TCGA-A7-A6VV-01A TCGA-A2-A3XX-01A TCGA-GM-A2DH-01A TCGA-D8-A1X6-01A TCGA-B6-A0I1-01A TCGA-A8-A09M-01A TCGA-EW-A1IY-01A TCGA-A8-A07F-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-BH-A8FY-01A TCGA-5T-A9QA-01A TCGA-A2-A0EM-01A TCGA-AO-A12D-01A TCGA-GI-A2C8-01A TCGA-GI-A2C8-11A TCGA-OL-A6VQ-01A TCGA-D8-A1X9-01A TCGA-A1-A0SB-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-BH-A28Q-01A TCGA-A2-A04W-01A TCGA-B6-A0I2-01A TCGA-LL-A440-01A TCGA-A7-A26E-01A TCGA-EW-A1P8-01A TCGA-OL-A66I-01A TCGA-AO-A1KP-01A TCGA-A8-A092-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-E2-A15L-01A TCGA-BH-A0HX-01A TCGA-E9-A22G-01A TCGA-E9-A248-01A TCGA-A8-A07I-01A TCGA-BH-A42V-01A TCGA-AN-A0FJ-01A TCGA-AO-A0JG-01A TCGA-E2-A108-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-GM-A2DO-01A TCGA-A8-A082-01A TCGA-EW-A6SB-01A TCGA-D8-A27L-01A TCGA-EW-A1PD-01A TCGA-B6-A0IM-01A TCGA-EW-A1P5-01A TCGA-B6-A0X4-01A TCGA-EW-A1OY-01A "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" "BRCA" TCGA-OL-A5DA-01A "BRCA" [ reached getOption("max.print") -- omitted 10236 entries ]这不对吧
06-24
### ### 分析和处理 TCGA 样本 ID 与癌症类型向量 在生物信息学研究中,TCGA 数据集提供了丰富的基因组学数据和临床信息。对于包含 TCGA 样本 ID 和对应癌症类型的向量(如 `cancer_type_vector`),可以进行以下分析和处理。 #### ### 数据预处理 首先,确保样本 ID 和对应的癌症类型正确关联。通常,TCGA 样本 ID 的前两位字母表示癌症类型(如 `BRCA` 表示乳腺癌)。可以通过正则表达式提取这些信息并验证其一致性[^1]。 ```python import re # 示例:从样本 ID 提取癌症类型 def extract_cancer_type(sample_id): return re.match(r"([A-Z0-9]{2})", sample_id).group(1) # 示例数据 sample_ids = ["TCGA-AN-A046", "TCGA-E2-A151", "TCGA-D8-A1XM"] cancer_types = [extract_cancer_type(sid) for sid in sample_ids] print(cancer_types) ``` #### ### 数据整合与验证 将样本 ID 和癌症类型整合为一个数据框,并验证其完整性。可以使用 Pandas 进行数据管理。 ```python import pandas as pd # 创建数据框 data = {"Sample_ID": sample_ids, "Cancer_Type": cancer_types} df = pd.DataFrame(data) # 验证数据 print(df.head()) ``` #### ### 癌症类型分布统计 统计每种癌症类型的样本数量,以评估数据集的平衡性。 ```python # 统计癌症类型分布 cancer_type_counts = df["Cancer_Type"].value_counts() print(cancer_type_counts) ``` #### ### 数据可视化 使用条形图展示不同癌症类型的样本分布情况。 ```python import matplotlib.pyplot as plt # 绘制条形图 plt.figure(figsize=(10, 6)) cancer_type_counts.plot(kind="bar", color="skyblue") plt.title("Sample Distribution by Cancer Type") plt.xlabel("Cancer Type") plt.ylabel("Number of Samples") plt.xticks(rotation=45) plt.tight_layout() plt.show() ``` #### ### 基因集合富集分析 如果需要对特定癌症类型的基因表达数据进行富集分析,可以结合 GSVA 或其他工具计算基因集合得分[^1]。 ```r library(GSVA) # 示例:计算基因集合得分 gene_sets <- list( "Oxidative_Phosphorylation" = c("COX4I2", "COX6A1", "COX4I1") ) ssgsea_scores <- gsva( as.matrix(gene_expression_matrix), geneSets = gene_sets, method = "gsva", abs.ranking = FALSE ) ``` --- ###
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