presentation.mkdn 5.1 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210
  1. % Title: naïve and memory CD4 T-cell activation
  2. % Ryan C. Thompson \
  3. Su Lab \
  4. The Scripps Research Institute
  5. % October 24, 2019
  6. # Intro
  7. # Biological motivation: Transplant rejection
  8. ## Organ transplants are a life-saving treatment for many
  9. \Large
  10. * 36,528 transplants performed in the USA in 2018[^1]
  11. . . .
  12. * 100 transplants every day!
  13. . . .
  14. * Over 113,000 people on the national transplant waiting list as of
  15. July 2019
  16. [^1]: Source: https://www.organdonor.gov/statistics-stories/statistics.html
  17. ## Organ transplants are a life-saving treatment for many
  18. ![Organ donation statistics for the USA in 2018[^2]](graphics/presentation/transplants-organ-CROP.pdf){ height=70% }
  19. [^2]: Source: https://www.organdonor.gov/statistics-stories/statistics.html
  20. ## Rejection is an adaptive immune response against a graft
  21. * The host's adaptive immune system identifies and attacks cells
  22. bearing non-self antigens
  23. . . .
  24. * An allograft contains differnet genetic variants from the host,
  25. resulting in protein-coding differences
  26. . . .
  27. * Left unchecked, the host immune system eventually notices these
  28. alloantigens and begins attacking (rejecting) the graft
  29. . . .
  30. \Large
  31. * Rejection is the major long-term threat to organ allografts
  32. ## Allograft rejection remains a major long-term problem
  33. ![Kidney allograft survival rates in children by transplant year[^3]](graphics/presentation/kidney-graft-survival.png){ height=65% }
  34. [^3]: Kim & Marks. "Long-term outcomes of children after solid organ transplantation". In: Clinics (2014)
  35. ## Immune memory is a significant contributor to rejection
  36. ![Memory T-cells proliferate and respond more quickly](graphics/presentation/T-cells-SVG.pdf)
  37. # Figure Storage
  38. ## Slides
  39. <!-- ## Slide -->
  40. <!-- ![Figure](graphics/Intro/eBayes-CROP-RASTER.png) -->
  41. <!-- ## Slide -->
  42. <!-- ![Figure](graphics/CD4-csaw/IDR/D4659vsD5053_epic-PAGE1-CROP-RASTER.png) -->
  43. <!-- ## Slide -->
  44. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me2-sample-MAplot-bins-CROP.png) -->
  45. <!-- ## Slide -->
  46. <!-- ![Figure](graphics/Intro/med-pval-hist-colored-CROP.pdf) -->
  47. <!-- ## Slide -->
  48. <!-- ![Figure](graphics/CD4-csaw/RNA-seq/PCA-no-batchsub-CROP.png) -->
  49. <!-- ## Slide -->
  50. <!-- ![Figure](graphics/CD4-csaw/RNA-seq/PCA-combat-batchsub-CROP.png) -->
  51. <!-- ## Slide -->
  52. <!-- ![Figure](graphics/CD4-csaw/RNA-seq/weights-vs-covars-nobcv-CROP.png) -->
  53. <!-- ## Slide -->
  54. <!-- ![Figure](graphics/CD4-csaw/csaw/CCF-plots-noBL-PAGE2-CROP.pdf) -->
  55. <!-- ## Slide -->
  56. <!-- ![Figure](graphics/CD4-csaw/csaw/CCF-plots-PAGE2-CROP.pdf) -->
  57. <!-- ## Slide -->
  58. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me2-PCA-raw-CROP.png) -->
  59. <!-- ## Slide -->
  60. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me2-PCA-SVsub-CROP.png) -->
  61. <!-- ## Slide -->
  62. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me3-PCA-raw-CROP.png) -->
  63. <!-- ## Slide -->
  64. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me3-PCA-SVsub-CROP.png) -->
  65. <!-- ## Slide -->
  66. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K27me3-PCA-raw-CROP.png) -->
  67. <!-- ## Slide -->
  68. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K27me3-PCA-SVsub-CROP.png) -->
  69. <!-- ## Slide -->
  70. <!-- ![Figure](graphics/CD4-csaw/MOFA-varExplaiend-matrix-CROP.png) -->
  71. <!-- ## Slide -->
  72. <!-- ![Figure](graphics/CD4-csaw/MOFA-LF-scatter-small.png) -->
  73. <!-- ## Slide -->
  74. <!-- ![Figure](graphics/CD4-csaw/MOFA-batch-correct-CROP.png) -->
  75. <!-- ## Slide -->
  76. <!-- ![Figure](graphics/CD4-csaw/RNA-seq/PCA-final-12-CROP.png) -->
  77. <!-- ## Slide -->
  78. <!-- ![Figure](graphics/CD4-csaw/Promoter-Peak-Distance-Profile-PAGE1-CROP.pdf) -->
  79. <!-- ## Slide -->
  80. <!-- ![Figure](graphics/CD4-csaw/FPKM-by-Peak-Violin-Plots-CROP.pdf) -->
  81. <!-- ## Slide -->
  82. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me2-promoter-PCA-group-CROP.png) -->
  83. <!-- ## Slide -->
  84. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me3-promoter-PCA-group-CROP.png) -->
  85. <!-- ## Slide -->
  86. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K27me3-promoter-PCA-group-CROP.png) -->
  87. <!-- ## Slide -->
  88. <!-- ![Figure](graphics/CD4-csaw/RNA-seq/PCA-final-23-CROP.png) -->
  89. <!-- ## Slide -->
  90. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me2-neighborhood-clusters-CROP.png) -->
  91. <!-- ## Slide -->
  92. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me2-neighborhood-PCA-CROP.png) -->
  93. <!-- ## Slide -->
  94. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me2-neighborhood-expression-CROP.png) -->
  95. <!-- ## Slide -->
  96. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me3-neighborhood-clusters-CROP.png) -->
  97. <!-- ## Slide -->
  98. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me3-neighborhood-PCA-CROP.png) -->
  99. <!-- ## Slide -->
  100. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K4me3-neighborhood-expression-CROP.png) -->
  101. <!-- ## Slide -->
  102. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K27me3-neighborhood-clusters-CROP.png) -->
  103. <!-- ## Slide -->
  104. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K27me3-neighborhood-PCA-CROP.png) -->
  105. <!-- ## Slide -->
  106. <!-- ![Figure](graphics/CD4-csaw/ChIP-seq/H3K27me3-neighborhood-expression-CROP.png) -->
  107. <!-- ## Slide -->
  108. <!-- ![Figure](graphics/CD4-csaw/LaMere2016_fig8.pdf) -->
  109. <!-- ## Slide -->
  110. <!-- ![Figure](graphics/CD4-csaw/rulegraphs/rulegraph-all.pdf) -->