| Literature DB >> 30628178 |
Xicheng Liu1, Yuanyuan Cui1, Yaoxian Zhang1, Zhanli Liu1, Qiuli Zhang1, Wenyan Wu1, Zihao Zheng1, Shien Li1, Zhongjun Zhang1, Yali Li1.
Abstract
BACKGROUND: Colorectal cancer (CRC) is the 3rd most common cancer type in the world. The correlation between immune repertoire and prognosis of CRC has been well studied in the last decades. The diversity and stability of the immune cells can be measured by hypervariable complementarity-determining region 3 (CDR3) segments of the T-cell receptor (TCR).Entities:
Keywords: CDR3; CEGA; CRC; TCRs; TIVA; repertoire
Mesh:
Substances:
Year: 2019 PMID: 30628178 PMCID: PMC6418368 DOI: 10.1002/mgg3.504
Source DB: PubMed Journal: Mol Genet Genomic Med ISSN: 2324-9269 Impact factor: 2.183
Figure 1The details of data interpretation pipeline
The sequencing data of preoperation, postoperation colorectal cancer (CRC) patients, and normal controls
| Sample | Total read number | Immune sequence number | Unknown sequence number | Productive sequence number | Nonproductive sequence number | In‐frame sequence number | Out‐of‐frame sequence number | Total CDR3 sequence number | Unique CDR3 nt sequence number | Unique CDR3 aa sequence number |
|---|---|---|---|---|---|---|---|---|---|---|
| AC1 | 1,024,851 | 1,018,261 | 6,590 | 763,607 | 254,654 | 791,978 | 222,451 | 749,378 | 51,515 | 44,194 |
| AC2 | 915,539 | 907,787 | 7,752 | 612,514 | 295,273 | 636,437 | 267,323 | 594,790 | 23,903 | 19,362 |
| AC3 | 816,031 | 809,723 | 6,308 | 596,926 | 212,797 | 623,456 | 182,764 | 585,065 | 34,505 | 28,231 |
| AD1 | 585,142 | 579,428 | 5,714 | 434,691 | 144,737 | 451,489 | 124,876 | 423,863 | 42,681 | 37,572 |
| AD2 | 472,688 | 467,463 | 5,225 | 308,195 | 159,268 | 322,541 | 142,372 | 296,522 | 21,470 | 18,205 |
| AD3 | 491,946 | 487,345 | 4,601 | 358,566 | 128,779 | 372,844 | 111,952 | 347,880 | 35,859 | 31,372 |
| AE1 | 689,228 | 686,592 | 2,636 | 515,251 | 171,341 | 536,573 | 148,702 | 506,671 | 44,802 | 38,574 |
| AE2 | 652,635 | 648,916 | 3,719 | 454,498 | 194,418 | 473,915 | 173,199 | 445,088 | 25,864 | 21,307 |
| AE3 | 618,329 | 615,743 | 2,586 | 467,389 | 148,354 | 486,543 | 127,915 | 459,618 | 40,967 | 35,152 |
| AF1 | 638,916 | 635,461 | 3,455 | 480,936 | 154,525 | 507,267 | 126,411 | 459,509 | 57,346 | 50,990 |
| AF2 | 576,782 | 574,195 | 2,587 | 413,875 | 160,320 | 435,968 | 136,955 | 393,742 | 27,561 | 22,786 |
| AF3 | 556,098 | 553,235 | 2,863 | 411,855 | 141,380 | 432,611 | 119,126 | 393,503 | 37,868 | 32,556 |
| AH1 | 684,804 | 679,686 | 5,118 | 508,178 | 171,508 | 525,236 | 151,717 | 500,960 | 32,634 | 28,647 |
| AH2 | 612,272 | 607,843 | 4,429 | 418,215 | 189,628 | 431,472 | 174,073 | 411,668 | 13,414 | 11,262 |
| AH3 | 553,362 | 548,243 | 5,119 | 401,398 | 146,845 | 416,356 | 129,142 | 394,970 | 26,871 | 22,970 |
| AJ1 | 888,349 | 881,175 | 7,174 | 666,063 | 215,112 | 691,334 | 185,866 | 655,889 | 48,562 | 41,840 |
| AJ2 | 571,779 | 565,678 | 6,101 | 415,792 | 149,886 | 430,800 | 131,830 | 407,950 | 23,184 | 19,397 |
| AJ3 | 593,718 | 587,471 | 6,247 | 397,681 | 189,790 | 416,218 | 168,132 | 388,181 | 24,027 | 19,801 |
| BC1 | 457,877 | 456,003 | 1874 | 365,329 | 90,674 | 381,349 | 73,765 | 359,382 | 29,517 | 25,085 |
| BC2 | 493,920 | 491,375 | 2,545 | 378,912 | 112,463 | 395,000 | 95,022 | 370,358 | 22,213 | 18,557 |
| BC3 | 635,015 | 631,465 | 3,550 | 486,999 | 144,466 | 508,131 | 121,623 | 478,226 | 28,547 | 23,598 |
| BD1 | 668,144 | 664,884 | 3,260 | 540,400 | 124,484 | 558,052 | 105,180 | 531,880 | 18,627 | 15,004 |
| BD2 | 517,884 | 514,866 | 3,018 | 374,193 | 140,673 | 391,179 | 122,250 | 366,294 | 18,125 | 14,729 |
| BD3 | 444,360 | 440,878 | 3,482 | 292,794 | 148,084 | 304,829 | 134,361 | 284,279 | 14,105 | 11,501 |
| BF1 | 495,271 | 490,136 | 5,135 | 381,063 | 109,073 | 398,525 | 89,012 | 373,918 | 35,855 | 31,343 |
| BF2 | 553,048 | 546,105 | 6,943 | 347,777 | 198,328 | 367,448 | 175,352 | 335,777 | 22,811 | 18,999 |
| BF3 | 929,050 | 922,164 | 6,886 | 687,932 | 234,232 | 722,551 | 196,043 | 674,703 | 37,951 | 31,204 |
| BG1 | 653,871 | 650,887 | 2,984 | 499,435 | 151,452 | 519,916 | 129,541 | 491,033 | 39,035 | 33,055 |
| BG2 | 555,950 | 549,055 | 6,895 | 328,977 | 220,078 | 344,390 | 201,461 | 317,677 | 21,045 | 17,857 |
| BG3 | 455,728 | 449,852 | 5,876 | 257,201 | 192,651 | 271,112 | 175,899 | 246,750 | 17,082 | 14,160 |
| BH1 | 969,580 | 963,580 | 6,000 | 758,935 | 204,645 | 787,303 | 173,146 | 746,555 | 43,678 | 36,545 |
| BH2 | 808,748 | 803,701 | 5,047 | 638,897 | 164,804 | 661,579 | 139,513 | 629,097 | 35,323 | 29,200 |
| BH3 | 586,924 | 580,323 | 6,601 | 398,425 | 181,898 | 413,850 | 163,541 | 387,228 | 18,139 | 14,569 |
| BI1 | 577,915 | 574,247 | 3,668 | 458,549 | 115,698 | 474,530 | 97,725 | 441,438 | 38,294 | 32,526 |
| BI2 | 471,440 | 466,428 | 5,012 | 343,870 | 122,558 | 356,712 | 107,489 | 328,694 | 20,062 | 16,528 |
| BI3 | 583,748 | 576,360 | 7,388 | 400,607 | 175,753 | 417,237 | 155,274 | 379,554 | 36,364 | 31,090 |
| HHT1 | 1,084,617 | 1,035,772 | 48,845 | 938,621 | 97,151 | 961,208 | 52,913 | 917,434 | 357,213 | 323,645 |
| HHT2 | 1,040,725 | 987,555 | 53,170 | 891,697 | 95,858 | 913,539 | 50,317 | 869,464 | 377,925 | 343,288 |
| HHT3 | 929,379 | 885,492 | 43,887 | 806,168 | 79,324 | 823,340 | 42,651 | 787,594 | 309,389 | 278,567 |
| HHT4 | 2,146,006 | 1,877,696 | 268,310 | 1,186,570 | 691,126 | 1,242,699 | 547,083 | 1,129,853 | 54,996 | 44,183 |
| HHT5 | 1,246,186 | 1,184,666 | 61,520 | 896,805 | 287,861 | 935,340 | 221,721 | 871,592 | 42,462 | 34,137 |
| Average value | 713362.3 | 697505.7 | 15856.59 | 519165.5 | 178340.2 | 539825.8 | 151114.3 | 505,708 | 54921.73 | 47892.39 |
AC1, AD1, AE1, AF1, and AJ1 represent sequencing data from PMBCs of CRC patients at 1 day preoperation in TIVA group. AC2, AD2, AE2, AF2, and AJ2 means sequencing data from PMBCs of CRC patients at 3 days’ postoperation in TIVA group. AC3, AD3, AE3, AF3, and AJ3 represent sequencing data from PMBCs of CRC patients at 7 days’ postoperation in TIVA group.
BC1, BD1, BF1, BJ1, BH1, and BI1 represents sequencing data from PMBCs of CRC patients at 1 day preoperation in CEGA group. BC2, BD2, BF2, BJ2, BH2, and BI2 represent sequencing data from PMBCs of CRC patients at 3 days’ postoperation in CEGA group. BC3, BD3, BF3, BJ3, BH3, and BI3 represent sequencing data from PMBCs of CRC patients at 7 days’ postoperation in CEGA group.
HHT1, HHT2, HHT3, HHT4, and HHT5 represent data from PMBCs of normal controls.
CDR3: complementarity‐determining region 3.
Figure 2Complementarity‐determining region 3 length distribution in healthy controls and preoperation colorectal cancer (CRC) patients. “Pink” bar represents the value of healthy controls’, and “green” bar represents the value of preoperative CRC patients’. Black triangle represents the significant different (p < 0.05)
Figure 3R 2 comparison between the preoperation colorectal cancer (CRC) patients and healthy controls. H represents value of the healthy controls, and pre represents value of the preoperation CRC patients
Figure 4(a) Comparison of highly expansion clone (HEC) number distribution between healthy controls’ and preoperative colorectal cancer (CRC) patients’. H represents HEC number of healthy controls, and pre represents HEC number of preoperation CRC patients. (b) Comparison of HEC number of CRC patients who takes TIVA. A1 represents the value of PMBCs collected at 1 day preoperation. A2 represents the value of PMBCs collected at 3 days’ postoperation. A3 represents the value of PMBCs collected at 7 days’ postoperation. (c) Comparison of HEC ratio of CRC patients who takes TIVA. A1 represents the value of PMBCs collected at 1 day preoperation. A2 represents the value of PMBCs collected at 3 days’ postoperation. A3 represents the value of PMBCs collected at 7 days’ postoperation. (d) Comparison of HEC ratio between TIVA and CEGA groups at different time points. A represents TIVA groups, and B represents CEGA. Time line 1 represents the value of PMBCs taken from 1 day preoperation, 3 days’ postoperation, and 7 days’ postoperation. (e) Comparison of HEC ratio between TIVA and CEGA groups at different time points. (A) represents TIVA groups, (B) represents CEGA. Time line 1 represents the value of PMBCs taken from 1 day preoperation, 3 days’ postoperation, and 7 days’ postoperation
Figure 5(a) Comparison of highly expansion clone (HEC) number of colorectal cancer (CRC) patients who takes CEGA anesthesia. A1, represents the value of PMBCs collected at 1 day preoperation. A2 represents the value of PMBCs collected at 3 days’ postoperation. A3 represents the value of PMBCs collected at 7 days’ postoperation. (b) Comparison of HEC ratio of CRC patients who takes CEGA anesthesia. A1 represents the value of PMBCs collected at 1 day preoperation. A2 represents the value of PMBCs collected at 3 days’ postoperation. A3 represents the value of PMBCs collected at 7 days’ postoperation
Figure 6(a) Percentage of top 60 used complementarity‐determining region 3 (CDR3) nucleotides. AC1, AD1, AE1, AF1, AH1, AJ1, BC1, BD1, BF1, BG1, BG1, BH1, and BI1 are all preoperation colorectal cancer (CRC) patients. HHT01, HHT02, HHT03, HHT04, and HHt05 are all healthy controls. (b) Percentage of top 60 used CDR3 amino acids. AC1, AD1, AE1, AF1, AH1, AJ1, BC1, BD1, BF1, BG1, BG1, BH1, and BI1 are all preoperation CRC patients. HHT01, HHT02, HHT03, HHT04, and HHt05 are all healthy controls
Figure 7(a) Comparison of TRBV gene usage between preoperation patients and healthy controls. PH represents TRBV gene usage percentage of healthy controls, PRE, represents TRBV gene usage percentage of preoperation colorectal cancer (CRC) patients. Black triangle represents significant difference between healthy controls and preoperation CRC patients’ TRBV gene usage. (b) Comparison of TRBJ gene usage between preoperation patients and healthy controls. PH represents TRBV gene usage percentage of healthy controls, and PRE represents TRBV gene usage percentage of preoperation CRC patients. Black triangle represents significant difference between healthy controls and preoperation CRC patients’ TRBV gene usage
Figure 8Heatmap of TOP 20 TRBV usage gene. A1 represents the value of PMBCs collected at 1 day preoperation. A2 represents the value of PMBCs collected at 3 days’ postoperation. A3 represents the value of PMBCs collected at 7 days’ postoperation