Transcriptomics, life-style, and autoimmune thyroiditis: an built-in affiliation research

This web page was created programmatically, to learn the article in its authentic location you may go to the hyperlink bellow:
https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2026.1853447/pdf
and if you wish to take away this text from our web site please contact us


%PDF-1.4
%¿÷¢þ
1 0 obj
<< /Lang (en-US) /Metadata 3 0 R /Names 4 0 R /OpenAction [ null /Fit ] /Outlines 5 0 R /PageLabels 6 0 R /PageMode /UseOutlines /Pages 7 0 R /StructTreeRoot 8 0 R /Threads 9 0 R /Type /Catalog /ViewerPreferences << /DisplayDocTitle true >> >>
endobj
2 0 obj
<< /Author (Chun-Hu Li) /CreationDate (D:20260620091901+08’00’) /Keywords (autoimmune thyroiditis; immune-related genes; life-style habits; RNA sequencing; transcriptomic danger rating) /ModDate (D:20260620091901+08’00’) /Subject (Li C-H, Liu Y-H, Yue Z-Y, Zeng X-Ok, Zhang Z-X, Li X, Liu Y-H, Li Y-H, Zhao T and Liu P (2026) Transcriptomics, life-style, and autoimmune thyroiditis: an built-in affiliation research. Front. Immunol. 17:1853447. doi: 10.3389/fimmu.2026.1853447) /Title (Transcriptomics, life-style, and autoimmune thyroiditis: an built-in affiliation research) >>
endobj
3 0 obj
<< /Subtype /XML /Type /Metadata /Length 3661 >>
stream




utility/pdf

  • Chun-Hu Li
  • Yu-Hang Liu
  • Zong-Yu Yue
  • Xiang-Kun Zeng
  • Ze-Xu Zhang
  • Xuan Li
  • Yi-Hang Liu
  • Ya-Hui Li
  • Tong Zhao
  • Peng Liu



  • Li C-H, Liu Y-H, Yue Z-Y, Zeng X-Ok, Zhang Z-X, Li X, Liu Y-H, Li Y-H, Zhao T and Liu P (2026) Transcriptomics, life-style, and autoimmune thyroiditis: an built-in affiliation research. Front. Immunol. 17:1853447. doi: 10.3389/fimmu.2026.1853447



  • Copyright © 2026 Li, Liu, Yue, Zeng, Zhang, Li, Liu, Li, Zhao and Liu. This is an open-access article distributed beneath the phrases of the Creative Commons Attribution License (CC BY). The use, distribution or copy in different boards is permitted, supplied the unique creator(s) and the copyright proprietor(s) are credited and that the unique publication on this journal is cited, in accordance with accepted educational follow. No use, distribution or copy is permitted which doesn’t adjust to these phrases.



  • autoimmune thyroiditis
  • immune-related genes
  • life-style habits
  • RNA sequencing
  • transcriptomic danger rating


  • <br /> <alt></p> <li xml:lang="x-default">Transcriptomics, life-style, and autoimmune thyroiditis: an built-in affiliation research</li> <p> </alt><br />


    autoimmune thyroiditis; immune-related genes; life-style habits; RNA sequencing; transcriptomic danger rating


    2026-06-20T09:19:01+08:00
    2026-06-20T09:19:01+08:00
    2026-06-20T09:19:01+08:00


    True



    uuid:cfe0d899-505c-4d6a-b115-a7d5b3db0289
    uuid:4295bf13-1ec9-4a3a-852d-9176dd433bc9


    endstream
    endobj
    4 0 obj
    << /Dests 10 0 R >>
    endobj
    5 0 obj
    << /Count 1 /First 11 0 R /Last 11 0 R >>
    endobj
    6 0 obj
    << /Nums [ 0 12 0 R ] >>
    endobj
    7 0 obj
    << /Count 12 /Kids [ 13 0 R 14 0 R ] /Type /Pages >>
    endobj
    8 0 obj
    << /Ok [ 15 0 R 16 0 R 17 0 R 18 0 R ] /ParentTree 19 0 R /ParentTreeNextKey 4 /Type /StructTreeRoot >>
    endobj
    9 0 obj
    [ 20 0 R ]
    endobj
    10 0 obj
    << /Kids [ 21 0 R 22 0 R ] >>
    endobj
    11 0 obj
    << /Count -14 /Dest /First 23 0 R /Last 24 0 R /Parent 5 0 R /Title >>
    endobj
    12 0 obj
    << /S /D >>
    endobj
    13 0 obj
    << /Count 10 /Kids [ 25 0 R 26 0 R 27 0 R 28 0 R 29 0 R 30 0 R 31 0 R 32 0 R 33 0 R 34 0 R ] /Parent 7 0 R /Type /Pages >>
    endobj
    14 0 obj
    << /Count 2 /Kids [ 35 0 R 36 0 R ] /Parent 7 0 R /Type /Pages >>
    endobj
    15 0 obj
    << /A 37 0 R /Alt (Flowchart illustrating a analysis course of for IRDEG screening, validation, and affiliation evaluation, detailing dataset sources, differential evaluation, regression strategies, gene discovery, multi-province validation, RSR rating calculation, evaluation steps, and life-style issue integration.) /Ok 0 /P 8 0 R /Pg 28 0 R /S /Figure /T () >>
    endobj
    16 0 obj
    << /A 38 0 R /Alt (Panel A exhibits a PCA scatterplot earlier than batch correction with two clusters, pink circles and cyan triangles, separated alongside principal parts. Panel B exhibits improved overlap between the identical clusters after batch correction. Panel C is a volcano plot for the GEO dataset illustrating gene expression adjustments; blue, pink, and grey dots point out downregulated, upregulated, and non-differential genes respectively. Panel D is a volcano plot for the Anhui dataset with comparable gene distribution coloration coding. Panel E is a three-set Venn diagram evaluating Anhui, GEO, and ImmPort datasets, with an intersection of 54 shared parts.) /Ok 0 /P 8 0 R /Pg 29 0 R /S /Figure /T () >>
    endobj
    17 0 obj
    << /A 39 0 R /Alt (Panel A shows a line plot displaying LASSO regression coefficients versus log-transformed lambda values, with a number of coloured strains converging towards zero. Panel B presents a line graph of binomial deviance in opposition to log-transformed lambda values for LASSO, that includes a pink curve with error bars and two vertical dashed strains marking optimum lambda choices. Panel C is a horizontal bar chart displaying the imply SHAP values for IFI16, CASP4, and LY96, rating their relative significance. Panel D comprises a receiver working attribute curve in blue, displaying excessive mannequin efficiency with space beneath the curve equal to zero level 9 two zero and confidence interval of zero level eight two 5 to 1.) /Ok 0 /P 8 0 R /Pg 30 0 R /S /Figure /T () >>
    endobj
    18 0 obj
    << /A 40 0 R /Alt (Six grouped bar charts with error bars examine gene expression (IFI16, CASP4, LY96, CCR1, IL1B, BKT) between No AIT (blue) and AIT (orange) teams. Significant variations are noticed for IFI16, CASP4, and BKT, with corresponding statistical values and p-values displayed above every panel.) /Ok 0 /P 8 0 R /Pg 32 0 R /S /Figure /T () >>
    endobj
    19 0 obj
    << /Nums [ 0 41 0 R 1 42 0 R 2 43 0 R 3 44 0 R ] >>
    endobj
    20 0 obj
    << /F 45 0 R /I << /Title >> >>
    endobj
    21 0 obj
    << /Limits [ ] /Names [ 46 0 R 47 0 R 48 0 R 49 0 R 50 0 R 51 0 R 52 0 R 53 0 R 54 0 R 55 0 R 56 0 R 57 0 R 58 0 R 59 0 R 60 0 R 61 0 R 62 0 R 63 0 R 64 0 R 65 0 R 66 0 R 67 0 R 68 0 R 69 0 R 70 0 R 71 0 R 72 0 R 73 0 R 74 0 R 75 0 R 76 0 R 77 0 R 78 0 R 79 0 R 80 0 R 81 0 R 82 0 R 83 0 R 84 0 R 85 0 R 86 0 R 87 0 R 88 0 R 89 0 R 90 0 R 91 0 R 92 0 R 93 0 R 94 0 R 95 0 R 96 0 R 97 0 R 98 0 R 99 0 R 100 0 R 101 0 R 102 0 R 103 0 R 104 0 R 105 0 R 106 0 R 107 0 R 108 0 R 109 0 R ] >>
    endobj
    22 0 obj
    << /Limits [ ] /Names [ 110 0 R 111 0 R 112 0 R 113 0 R 114 0 R 115 0 R 116 0 R 117 0 R 118 0 R 119 0 R 120 0 R 121 0 R 122 0 R 123 0 R 124 0 R 125 0 R ] >>
    endobj
    23 0 obj
    << /Dest /Next 126 0 R /Parent 11 0 R /Title >>
    endobj
    24 0 obj
    << /Dest /Parent 11 0 R /Prev 127 0 R /Title >>
    endobj
    25 0 obj
    << /Annots [ 128 0 R 129 0 R 130 0 R 131 0 R 132 0 R 133 0 R 134 0 R 135 0 R 136 0 R 137 0 R 138 0 R 139 0 R 140 0 R 141 0 R 142 0 R 143 0 R ] /B [ 45 0 R 144 0 R 145 0 R ] /Contents [ 146 0 R 147 0 R 148 0 R 149 0 R 150 0 R 151 0 R 152 0 R 153 0 R ] /CropBox [ 0 0 595.389 841.663 ] /MediaBox [ 0 0 595.389 841.663 ] /Parent 13 0 R /Resources 154 0 R /Rotate 0 /Type /Page >>
    endobj
    26 0 obj
    << /Annots [ 155 0 R 156 0 R 157 0 R 158 0 R 159 0 R 160 0 R 161 0 R 162 0 R 163 0 R 164 0 R 165 0 R 166 0 R 167 0 R 168 0 R ] /B [ 169 0 R 170 0 R 171 0 R ] /Contents 172 0 R /CropBox [ 0 0 595.389 841.663 ] /MediaBox [ 0 0 595.389 841.663 ] /Parent 13 0 R /Resources 173 0 R /Rotate 0 /Type /Page >>
    endobj
    27 0 obj
    << /Annots [ 174 0 R 175 0 R 176 0 R 177 0 R 178 0 R 179 0 R 180 0 R 181 0 R 182 0 R 183 0 R 184 0 R 185 0 R 186 0 R 187 0 R 188 0 R 189 0 R ] /B [ 190 0 R 191 0 R 192 0 R 193 0 R ] /Contents 194 0 R /CropBox [ 0 0 595.389 841.663 ] /MediaBox [ 0 0 595.389 841.663 ] /Parent 13 0 R /Resources 195 0 R /Rotate 0 /Type /Page >>
    endobj
    28 0 obj
    << /Annots [ 196 0 R 197 0 R 198 0 R 199 0 R 200 0 R 201 0 R 202 0 R 203 0 R 204 0 R 205 0 R 206 0 R ] /B [ 207 0 R 208 0 R 209 0 R 210 0 R ] /Contents 211 0 R /CropBox [ 0 0 595.389 841.663 ] /MediaBox [ 0 0 595.389 841.663 ] /Parent 13 0 R /Resources << /ExtGState << /GS0 212 0 R >> /Font << /T1_0 213 0 R /T1_1 214 0 R /T1_2 215 0 R /T1_3 216 0 R /T1_4 217 0 R /T1_5 218 0 R /T1_6 219 0 R /T1_7 220 0 R /T1_8 221 0 R >> /ProcSet [ /PDF /Text /ImageC ] /XObject << /Im0 222 0 R >> >> /Rotate 0 /StructParents 0 /Type /Page >>
    endobj
    29 0 obj
    << /Annots [ 223 0 R 224 0 R 225 0 R 226 0 R 227 0 R 228 0 R 229 0 R 230 0 R 231 0 R ] /B [ 232 0 R 233 0 R 234 0 R ] /Contents 235 0 R /CropBox [ 0 0 595.389 841.663 ] /MediaBox [ 0 0 595.389 841.663 ] /Parent 13 0 R /Resources << /ExtGState << /GS0 212 0 R >> /Font << /T1_0 213 0 R /T1_1 214 0 R /T1_2 216 0 R /T1_3 215 0 R /T1_4 217 0 R /T1_5 219 0 R /T1_6 220 0 R /T1_7 221 0 R >> /ProcSet [ /PDF /Text /ImageC ] /XObject << /Im0 236 0 R >> >> /Rotate 0 /StructParents 1 /Type /Page >>
    endobj
    30 0 obj
    << /Annots [ 237 0 R 238 0 R 239 0 R 240 0 R 241 0 R 242 0 R 243 0 R 244 0 R 245 0 R 246 0 R ] /B [ 247 0 R 248 0 R 249 0 R 250 0 R ] /Contents 251 0 R /CropBox [ 0 0 595.389 841.663 ] /MediaBox [ 0 0 595.389 841.663 ] /Parent 13 0 R /Resources << /ExtGState << /GS0 212 0 R >> /Font << /T1_0 213 0 R /T1_1 214 0 R /T1_2 252 0 R /T1_3 215 0 R /T1_4 219 0 R /T1_5 220 0 R /T1_6 221 0 R >> /ProcSet [ /PDF /Text /ImageC ] /XObject << /Im0 253 0 R >> >> /Rotate 0 /StructParents 2 /Type /Page >>
    endobj
    31 0 obj
    << /Annots [ 254 0 R 255 0 R 256 0 R ] /B [ 257 0 R 258 0 R 259 0 R 260 0 R 261 0 R 262 0 R 263 0 R 264 0 R 265 0 R 266 0 R 267 0 R 268 0 R 269 0 R 270 0 R 271 0 R 272 0 R 273 0 R 274 0 R 275 0 R 276 0 R 277 0 R 278 0 R 279 0 R 280 0 R 281 0 R 282 0 R 283 0 R 284 0 R 285 0 R 286 0 R 287 0 R 288 0 R 289 0 R 290 0 R 291 0 R 292 0 R 293 0 R 294 0 R 295 0 R 296 0 R 297 0 R 298 0 R 299 0 R 300 0 R 301 0 R 302 0 R 303 0 R 304 0 R 305 0 R 306 0 R 307 0 R 308 0 R 309 0 R 310 0 R 311 0 R 312 0 R 313 0 R 314 0 R 315 0 R 316 0 R 317 0 R 318 0 R 319 0 R 320 0 R 321 0 R 322 0 R 323 0 R 324 0 R 325 0 R 326 0 R 327 0 R 328 0 R 329 0 R 330 0 R 331 0 R 332 0 R 333 0 R 334 0 R 335 0 R 336 0 R 337 0 R 338 0 R 339 0 R 340 0 R 341 0 R 342 0 R 343 0 R 344 0 R 345 0 R 346 0 R 347 0 R 348 0 R 349 0 R 350 0 R 351 0 R 352 0 R 353 0 R 354 0 R 355 0 R 356 0 R 357 0 R 358 0 R 359 0 R 360 0 R 361 0 R 362 0 R 363 0 R 364 0 R 365 0 R 366 0 R 367 0 R 368 0 R 369 0 R 370 0 R 371 0 R 372 0 R 373 0 R 374 0 R 375 0 R 376 0 R 377 0 R 378 0 R 379 0 R 380 0 R 381 0 R 382 0 R 383 0 R 384 0 R 385 0 R 386 0 R 387 0 R 388 0 R 389 0 R 390 0 R 391 0 R 392 0 R 393 0 R 394 0 R 395 0 R 396 0 R 397 0 R 398 0 R 399 0 R 400 0 R 401 0 R 402 0 R 403 0 R 404 0 R 405 0 R 406 0 R 407 0 R 408 0 R 409 0 R 410 0 R 411 0 R 412 0 R 413 0 R 414 0 R 415 0 R 416 0 R 417 0 R 418 0 R 419 0 R 420 0 R 421 0 R 422 0 R 423 0 R 424 0 R 425 0 R 426 0 R 427 0 R 428 0 R 429 0 R 430 0 R 431 0 R 432 0 R 433 0 R 434 0 R 435 0 R 436 0 R 437 0 R 438 0 R 439 0 R 440 0 R 441 0 R 442 0 R 443 0 R 444 0 R ] /Contents 445 0 R /CropBox [ 0 0 595.389 841.663 ] /MediaBox [ 0 0 595.389 841.663 ] /Parent 13 0 R /Resources 446 0 R /Rotate 0 /Type /Page >>
    endobj
    32 0 obj
    << /Annots [ 447 0 R 448 0 R 449 0 R ] /B [ 450 0 R 451 0 R 452 0 R 453 0 R 454 0 R 455 0 R 456 0 R 457 0 R 458 0 R 459 0 R 460 0 R 461 0 R 462 0 R 463 0 R 464 0 R 465 0 R 466 0 R 467 0 R 468 0 R 469 0 R 470 0 R 471 0 R 472 0 R 473 0 R 474 0 R 475 0 R 476 0 R 477 0 R 478 0 R 479 0 R 480 0 R 481 0 R 482 0 R 483 0 R 484 0 R 485 0 R 486 0 R 487 0 R ] /Contents 488 0 R /CropBox [ 0 0 595.389 841.663 ] /MediaBox [ 0 0 595.389 841.663 ] /Parent 13 0 R /Resources << /ExtGState << /GS0 212 0 R >> /Font << /T1_0 219 0 R /T1_1 215 0 R /T1_2 489 0 R /T1_3 213 0 R /T1_4 216 0 R /T1_5 220 0 R >> /ProcSet [ /PDF /Text /ImageC ] /XObject << /Im0 490 0 R >> >> /Rotate 0 /StructParents 3 /Type /Page >>
    endobj
    33 0 obj
    << /Annots [ 491 0 R 492 0 R 493 0 R 494 0 R 495 0 R 496 0 R 497 0 R 498 0 R 499 0 R 500 0 R 501 0 R 502 0 R 503 0 R 504 0 R 505 0 R 506 0 R 507 0 R 508 0 R 509 0 R ] /B [ 510 0 R 511 0 R 512 0 R 513 0 R 514 0 R 515 0 R 516 0 R 517 0 R 518 0 R 519 0 R 520 0 R 521 0 R 522 0 R 523 0 R 524 0 R 525 0 R 526 0 R 527 0 R 528 0 R 529 0 R 530 0 R 531 0 R 532 0 R 533 0 R 534 0 R 535 0 R 536 0 R 537 0 R 538 0 R 539 0 R 540 0 R 541 0 R 542 0 R 543 0 R 544 0 R 545 0 R 546 0 R 547 0 R ] /Contents 548 0 R /CropBox [ 0 0 595.389 841.663 ] /MediaBox [ 0 0 595.389 841.663 ] /Parent 13 0 R /Resources 549 0 R /Rotate 0 /Type /Page >>
    endobj
    34 0 obj
    << /Annots [ 550 0 R 551 0 R 552 0 R ] /B [ 553 0 R 554 0 R 555 0 R 556 0 R 557 0 R 558 0 R 559 0 R 560 0 R 561 0 R 562 0 R 563 0 R 564 0 R 565 0 R 566 0 R 567 0 R 568 0 R 569 0 R 570 0 R 571 0 R 572 0 R 573 0 R 574 0 R 575 0 R 576 0 R 577 0 R 578 0 R 579 0 R 580 0 R 581 0 R 582 0 R 583 0 R 584 0 R 585 0 R 586 0 R 587 0 R 588 0 R 589 0 R 590 0 R 591 0 R 592 0 R 593 0 R 594 0 R 595 0 R 596 0 R 597 0 R 598 0 R 599 0 R 600 0 R 601 0 R 602 0 R 603 0 R 604 0 R 605 0 R 606 0 R 607 0 R 608 0 R 609 0 R 610 0 R 611 0 R 612 0 R 613 0 R 614 0 R 615 0 R 616 0 R 617 0 R 618 0 R 619 0 R 620 0 R 621 0 R 622 0 R 623 0 R 624 0 R 625 0 R 626 0 R 627 0 R 628 0 R 629 0 R 630 0 R 631 0 R 632 0 R 633 0 R 634 0 R 635 0 R 636 0 R 637 0 R 638 0 R 639 0 R 640 0 R 641 0 R 642 0 R 643 0 R 644 0 R 645 0 R 646 0 R 647 0 R 648 0 R 649 0 R 650 0 R 651 0 R 652 0 R 653 0 R 654 0 R ] /Contents 655 0 R /CropBox [ 0 0 595.389 841.663 ] /MediaBox [ 0 0 595.389 841.663 ] /Parent 13 0 R /Resources 656 0 R /Rotate 0 /Type /Page >>
    endobj
    35 0 obj
    << /Annots [ 657 0 R 658 0 R 659 0 R 660 0 R 661 0 R 662 0 R 663 0 R 664 0 R 665 0 R 666 0 R 667 0 R 668 0 R 669 0 R 670 0 R 671 0 R 672 0 R 673 0 R ] /B [ 674 0 R 675 0 R 676 0 R 677 0 R 678 0 R 679 0 R 680 0 R 681 0 R 682 0 R 683 0 R 684 0 R 685 0 R 686 0 R 687 0 R ] /Contents 688 0 R /CropBox [ 0 0 595.389 841.663 ] /MediaBox [ 0 0 595.389 841.663 ] /Parent 14 0 R /Resources 689 0 R /Rotate 0 /Type /Page >>
    endobj
    36 0 obj
    << /Annots [ 690 0 R 691 0 R 692 0 R 693 0 R 694 0 R 695 0 R 696 0 R 697 0 R 698 0 R 699 0 R 700 0 R 701 0 R 702 0 R 703 0 R 704 0 R 705 0 R 706 0 R 707 0 R 708 0 R 709 0 R 710 0 R 711 0 R 712 0 R 713 0 R 714 0 R 715 0 R 716 0 R 717 0 R 718 0 R 719 0 R 720 0 R 721 0 R ] /B [ 722 0 R 723 0 R ] /Contents 724 0 R /CropBox [ 0 0 595.389 841.663 ] /MediaBox [ 0 0 595.389 841.663 ] /Parent 14 0 R /Resources 725 0 R /Rotate 0 /Type /Page >>
    endobj
    37 0 obj
    << /BBox 726 0 R /Height 309.713 /O /Layout /Width 341.688 >>
    endobj
    38 0 obj
    << /BBox 727 0 R /Height 351.326 /O /Layout /Width 428.088 >>
    endobj
    39 0 obj
    << /BBox 728 0 R /Height 340.668 /O /Layout /Width 338.797 >>
    endobj
    40 0 obj
    << /BBox 729 0 R /Height 403.767 /O /Layout /Width 407.905 >>
    endobj
    41 0 obj
    [ 15 0 R ]
    endobj
    42 0 obj
    [ 16 0 R ]
    endobj
    43 0 obj
    [ 17 0 R ]
    endobj
    44 0 obj
    [ 18 0 R ]
    endobj
    45 0 obj
    << /N 144 0 R /P 25 0 R /R [ 217 556 549 716 ] /T 20 0 R /V 723 0 R >>
    endobj
    46 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    47 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    48 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    49 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    50 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    51 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    52 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    53 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    54 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    55 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    56 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    57 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    58 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    59 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    60 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    61 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    62 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    63 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    64 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    65 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    66 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    67 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    68 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    69 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    70 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    71 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    72 0 obj
    << /D [ 36 0 R /XYZ null null null ] >>
    endobj
    73 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    74 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    75 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    76 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    77 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    78 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    79 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    80 0 obj
    << /D [ 31 0 R /XYZ null null null ] >>
    endobj
    81 0 obj
    << /D [ 32 0 R /XYZ null null null ] >>
    endobj
    82 0 obj
    << /D [ 33 0 R /XYZ null null null ] >>
    endobj
    83 0 obj
    << /D [ 34 0 R /XYZ null null null ] >>
    endobj
    84 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    85 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    86 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    87 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    88 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    89 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    90 0 obj
    << /D [ 25 0 R /XYZ null null null ] >>
    endobj
    91 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    92 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    93 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    94 0 obj
    << /D [ 28 0 R /XYZ null null null ] >>
    endobj
    95 0 obj
    << /D [ 29 0 R /XYZ null null null ] >>
    endobj
    96 0 obj
    << /D [ 30 0 R /XYZ null null null ] >>
    endobj
    97 0 obj
    << /D [ 32 0 R /XYZ null null null ] >>
    endobj
    98 0 obj
    << /D [ 25 0 R /XYZ null null null ] >>
    endobj
    99 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    100 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    101 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    102 0 obj
    << /D [ 26 0 R /XYZ null null null ] >>
    endobj
    103 0 obj
    << /D [ 26 0 R /XYZ null null null ] >>
    endobj
    104 0 obj
    << /D [ 26 0 R /XYZ null null null ] >>
    endobj
    105 0 obj
    << /D [ 26 0 R /XYZ null null null ] >>
    endobj
    106 0 obj
    << /D [ 26 0 R /XYZ null null null ] >>
    endobj
    107 0 obj
    << /D [ 27 0 R /XYZ null null null ] >>
    endobj
    108 0 obj
    << /D [ 27 0 R /XYZ null null null ] >>
    endobj
    109 0 obj
    << /D [ 27 0 R /XYZ null null null ] >>
    endobj
    110 0 obj
    << /D [ 27 0 R /XYZ null null null ] >>
    endobj
    111 0 obj
    << /D [ 27 0 R /XYZ null null null ] >>
    endobj
    112 0 obj
    << /D [ 27 0 R /XYZ null null null ] >>
    endobj
    113 0 obj
    << /D [ 28 0 R /XYZ null null null ] >>
    endobj
    114 0 obj
    << /D [ 28 0 R /XYZ null null null ] >>
    endobj
    115 0 obj
    << /D [ 28 0 R /XYZ null null null ] >>
    endobj
    116 0 obj
    << /D [ 29 0 R /XYZ null null null ] >>
    endobj
    117 0 obj
    << /D [ 29 0 R /XYZ null null null ] >>
    endobj
    118 0 obj
    << /D [ 30 0 R /XYZ null null null ] >>
    endobj
    119 0 obj
    << /D [ 30 0 R /XYZ null null null ] >>
    endobj
    120 0 obj
    << /D [ 30 0 R /XYZ null null null ] >>
    endobj
    121 0 obj
    << /D [ 34 0 R /XYZ null null null ] >>
    endobj
    122 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    123 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    124 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    125 0 obj
    << /D [ 35 0 R /XYZ null null null ] >>
    endobj
    126 0 obj
    << /Count -8 /Dest /First 730 0 R /Last 731 0 R /Next 732 0 R /Parent 11 0 R /Prev 23 0 R /Title >>
    endobj
    127 0 obj
    << /Dest /Next 24 0 R /Parent 11 0 R /Prev 733 0 R /Title >>
    endobj
    128 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 219.402 683.376 506.778 704.353 ] /Subtype /Link /Type /Annot >>
    endobj
    129 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 219.402 658.375 480.529 679.351 ] /Subtype /Link /Type /Annot >>
    endobj
    130 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 219.402 633.373 491.244 654.349 ] /Subtype /Link /Type /Annot >>
    endobj
    131 0 obj
    << /Border [ 0 0 0 ] /Dest /Rect [ 277.228 95.584 281.537 104.598 ] /Subtype /Link /Type /Annot >>
    endobj
    132 0 obj
    << /Border [ 0 0 0 ] /Dest /Rect [ 415.672 83.112 419.981 92.069 ] /Subtype /Link /Type /Annot >>
    endobj
    133 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 49.039 33.959 128.579 40.932 ] /Subtype /Link /Type /Annot >>
    endobj
    134 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 499.578 33.959 545.386 40.932 ] /Subtype /Link /Type /Annot >>
    endobj
    135 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 49.039 688.535 125.405 703.616 ] /Subtype /Link /Type /Annot >>
    endobj
    136 0 obj
    << /A << /S /URI /URI (mailto:[email protected]) >> /Border [ 0 0 0 ] /Rect [ 57.94 524.069 117.808 531.099 ] /Subtype /Link /Type /Annot >>
    endobj
    137 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 49.039 409.89 158.457 416.863 ] /Subtype /Link /Type /Annot >>
    endobj
    138 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 49.039 359.15 167.471 366.18 ] /Subtype /Link /Type /Annot >>
    endobj
    139 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 49.039 350.192 74.324 357.165 ] /Subtype /Link /Type /Annot >>
    endobj
    140 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 449.461 784.12 505.474 791.093 ] /Subtype /Link /Type /Annot >>
    endobj
    141 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 466.186 774.595 510.576 781.625 ] /Subtype /Link /Type /Annot >>
    endobj
    142 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 446.116 765.127 539.376 772.101 ] /Subtype /Link /Type /Annot >>
    endobj
    143 0 obj
    << /A << /S /URI /URI ( >> /Border [ 0 0 0 ] /Rect [ 49.039 753.959 248.825 802.545 ] /Subtype /Link /Type /Annot >>
    endobj
    144 0 obj
    << /N 145 0 R /P 25 0 R /R [ 217 179 549 546 ] /T 20 0 R /V 45 0 R >>
    endobj
    145 0 obj
    << /N 169 0 R /P 25 0 R /R [ 217 68 549 154 ] /T 20 0 R /V 144 0 R >>
    endobj
    146 0 obj
    << /Filter /FlateDecode /Length 2004 >>
    stream
    H‰ŒW]sÛ6}õ¯Ð#Ø1 H°3ypÇI·m:‰v¶©ÝZ¢%®%ÒåGRÿû= e˕kÙ36@ÞuñYÎVÝÉó“WïäLÎæ7’*ŽrüÌbüNk%ó(‰¥™¥ÖF&W³ùö$vrv‹Õ³­Ýiê8”ØT7e×ßoJ÷DEFõ2øcþ#CÉ


    This web page was created programmatically, to learn the article in its authentic location you may go to the hyperlink bellow:
    https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2026.1853447/pdf
    and if you wish to take away this text from our web site please contact us