Initially, human ribosomal protein 1 (
HuPO1), used in several other studies as a housekeeping gene,
29,30 was selected as a reference gene for qRT-PCR normalization. However, the
HuPO1 copy number per nanogram total RNA was not equal in cases and controls (data not shown) and so was disregarded. As an alternative normalization method, the amount of total RNA or DNA, which was not significantly different between cases and controls, was selected. Normalization by either of these latter measures was considered suitable, since these had minimal effects on the correlation structure of the data and have been used by others.
31,32 Real-time quantitative PCR was then used in a larger set of independent samples to determine whether the 14 genes identified from the array screening would be differentially expressed when assayed with nonamplified total RNA as the starting template. Assays with sufficient specificity and sensitivity for
COL19A1 were not developed. Three additional genes,
ARG1,
CCL18, and
NOS2, characteristic of M1/M2 macrophage polarization, were screened at this stage (
Fig. 2). Four genes were significantly differentially expressed (
P < 0.05).
MMP7 was upregulated and consistent with the array results, whereas
COL1A1,
COL7A1, and
TLR6 were all found to be downregulated in cases by qRT-PCR and were inconsistent with array results. The assays of four genes (
VCAN,
LAMB1,
SOCS1, and
NFATC1) were not sensitive enough to provide sufficient quantitative data, and the results were therefore reclassified categorically as responder or nonresponder and analyzed by McNemar's χ
2 test. None of the four genes was significantly differentially expressed between groups when analyzed in this way. Most of the genes identified from the array and tested by qRT-PCR (
n = 7/12) were consistent in their expression.
MMP7 was the only gene that was consistent in its significant differential expression by array and by qRT-PCR and was frequently identified as differentially expressed, irrespective of the array normalization method selected. We therefore focused on MMP7 expression in the recovered conjunctival protein fraction and on its production by in vitro cultured PBMCs stimulated with chlamydial antigens from the cases and controls.