TABLE 3.
Transcript sets and classifiers | MMDx no rejection(N = 164) | MMDx mixed and AMR (N = 80) | |||
---|---|---|---|---|---|
DSA-negative(N = 45) | DSA-positivea(N = 35 ) | DSA-positive vs DSA-negative AMR/mixed(Wilcoxon test P) | |||
AMR-related | AMR (AMRProb) classifier | 0.06 | 0.53 | 0.64 | 0.05 |
Glomerular double contours (cg > 0Prob) classifier | 0.13 | 0.44 | 0.57 | 0.05 | |
Glomerulitis (g > 0Prob) classifier | 0.14 | 0.58 | 0.66 | 0.06 | |
Peritubular capillaritis (ptc > 0Prob) classifier | 0.13 | 0.66 | 0.78 | 0.004 | |
DSA probability (DSAProb) classifier | 0.29 | 0.60 | 0.68 | 0.03 | |
All rejection | Rejection (RejProb) classifier | 0.07 | 0.66 | 0.80 | 0.005 |
TCMR-related | TCMR (TCMRProb) classifier | 0.02 | 0.09 | 0.15 | 0.37 |
Interstitial infiltrate (i > 1Prob) classifier | 0.05 | 0.24 | 0.27 | 0.38 | |
Tubulitis (t > 1Prob) classifier | 0.05 | 0.17 | 0.24 | 0.60 | |
Macrophage-related | Constitutive macrophage-associated transcripts (QCMAT) | 0.32 | 0.74 | 0.76 | 0.67 |
Alternative macrophage activation transcripts 1 (AMAT1) | 0.43 | 0.97 | 1.07 | 0.16 | |
Recent injury | Injury/repair associated transcripts (human kidney) (IRRAT30) | 0.32 | 0.68 | 0.60 | 0.67 |
Injury-repair induced transcripts, d 3 (IRITD3) | 0.04 | 0.16 | 0.13 | 0.95 | |
Normal parenchymal | Kidney transcripts – set 1 (KT1) | –0.28 | –0.47 | –0.48 | 0.67 |
Atrophy fibrosis | Interstitial fibrosis (ci > 1Prob) | 0.35 | 0.53 | 0.61 | 0.18 |
Tubular atrophy (ct > 1Prob) | 0.29 | 0.45 | 0.52 | 0.31 |
Bold indicates P < 0.05; bold and underline indicates P < 0.01.
Shading indicates rows with AMR-related variables.
Includes PRAHR biopsies. Biopsies from PRA-positive patients with missing/unavailable donor phenotyping to assign DSA status were called PRAHR in this study and were analyzed as DSA-positive.
AMR, antibody-mediated rejection; DSA, donor-specific antibody; MMDx, Molecular Microscope Diagnostic System; PRA, panel-reactive antibody; PRAHR, panel-reactive antibody–high risk, TCMR, T cell–mediated rejection.