Background
: Recently, various associations of NGAL with several hematological cancers have been reported. However, given that the regulation of
NGAL
gene expression by cytokines is tissue-specific,
NGAL
expression in relation to those of cytokine genes has not been analyzed in bone marrow (BM) tissue. The purpose of this study was to analyze the association between
NGAL
and 48 cytokine gene expression levels in mononuclear cells (MNCs) of BM at the time of diagnosis of hematological malignancy and to explore the expression pattern of
NGAL
and related cytokine genes in patients with hematological malignancies and controls.
Methods
: BM MNCs were isolated from 48 patients, who were classified as patients presenting myeloproliferative neoplasm, acute myeloid leukemia, myelodysplastic syndrome, and as controls.
NGAL
and cytokine genes were analyzed using NanoString. Data on hematological parameters were collected from medical records. Single and multiple regression analyses were performed to analyze relationships.
Results
: Normalized counts of 26 cytokine genes were related to
NGAL
normalized counts, while
STAT3
and
TLR4
normalized counts had the highest explanatory power. The following multiple regression model was developed:
NGAL
normalized counts=4316.825 + 9.056 ×
STAT3
normalized counts + 844.226 ×
IL5
normalized counts + 17.540 ×
TLR1
normalized counts - 28.206 ×
TLR2
normalized counts - 42.524 ×
IRAK4
normalized counts. In the multiple regression analysis,
STAT3
and
TLR4
normalized counts showed multicollinearity.
NGAL
,
STAT3
,
IL5
, and
TLR4
normalized counts showed similar intergroup patterns.
Conclusions
:
NGAL
normalized counts was predicted by a multiple regression model, while they showed similar intergroup patterns to
STAT3
,
IL5
, and
TLR4
normalized counts.