Urinary podocyte mRNAs precede microalbuminuria as a progression risk marker in human type 2 diabetic nephropathy
SCIENTIFIC REPORTS
Authors: Fukuda, Akihiro; Minakawa, Akihiro; Kikuchi, Masao; Sato, Yuji; Nagatomo, Masanao; Nakamura, Shuji; Mizoguchi, Tetsu; Fukunaga, Naoya; Shibata, Hirotaka; Naik, Abhijit S.; Wiggins, Roger C.; Fujimoto, Shouichi
Abstract
Earlier detection of progression risk in diabetic nephropathy will allow earlier intervention to reduce progression. The hypothesis that urinary pellet podocyte mRNA is a more sensitive progression risk marker than microalbuminuria was tested. A cross sectional cohort of 165 type 2 diabetics and 41 age and sex-matched controls were enrolled. Podocyte stress (Urinary pellet podocin:nephrin mRNA ratio), podocyte detachment (Urinary pellet podocin mRNA:creatinine ratio: UPPod:CR) and a tubular marker (Urinary pellet aquaporin 2:creatinine ratio) were measured in macro-albuminuric, micro-albuminuric and norm-albuminuric groups. eGFR was reassessed after 4 years in 124 available diabetic subjects. Urinary pellet podocyte and tubular mRNA markers were increased in all diabetic groups in cross-sectional analysis. After 4 years of follow-up univariable and multivariate model analysis showed that the only urinary markers significantly related to eGFR slope were UPPod:CR (P<0.01) and albuminuria (P<0.01). AUC analysis using K-fold cross validation to predict eGFR loss of >= 3 ml/min/1.73m(2)/year showed that UPPod:CR and albuminuria each improved the AUC similarly such that combined with clinical variables they gave an AUC=0.70. Podocyte markers and albuminuria had overlapping AUC contributions, as expected if podocyte depletion causes albuminuria. In the norm-albuminuria cohort (n=75) baseline UPPod:CR was associated with development of albuminuria (P=0.007) and, in the tertile with both normal kidney function (eGFR 84 +/- 11.7 ml/min/1.73m(2)) and norm-albuminuria at baseline, UPPod:CR was associated with eGFR loss rate (P=0.003). In type 2 diabetics with micro- or macro-albuminuria UPPod:CR and albuminuria were equally good at predicting eGFR loss. For norm-albuminuric type 2 diabetics UPPod:CR predicted both albuminuria and eGFR loss.
Ovarian cancer cells direct monocyte differentiation through a non-canonical pathway
BMC CANCER
Authors: Fogg, Kaitlin C.; Miller, Andrew E.; Li, Ying; Flanigan, Will; Walker, Alyssa; O'Shea, Andrea; Kendziorski, Christina; Kreeger, Pamela K.
Abstract
Background Alternatively-activated macrophages (AAMs), an anti-inflammatory macrophage subpopulation, have been implicated in the progression of high grade serous ovarian carcinoma (HGSOC). Increased levels of AAMs are correlated with poor HGSOC survival rates, and AAMs increase the attachment and spread of HGSOC cells in vitro. However, the mechanism by which monocytes in the HGSOC tumor microenvironment are differentiated and polarized to AAMs remains unknown. Methods Using an in vitro co-culture device, we cultured naive, primary human monocytes with a panel of five HGSOC cell lines over the course of 7 days. An empirical Bayesian statistical method, EBSeq, was used to couple RNA-seq with observed monocyte-derived cell phenotype to explore which HGSOC-derived soluble factors supported differentiation to CD68+ macrophages and subsequent polarization towards CD163+ AAMs. Pathways of interest were interrogated using small molecule inhibitors, neutralizing antibodies, and CRISPR knockout cell lines. Results HGSOC cell lines displayed a wide range of abilities to generate AAMs from naive monocytes. Much of this variation appeared to result from differential ability to generate CD68+ macrophages, as most CD68+ cells were also CD163+. Differences in tumor cell potential to generate macrophages was not due to a MCSF-dependent mechanism, nor variance in established pro-AAM factors. TGF alpha was implicated as a potential signaling molecule produced by tumor cells that could induce macrophage differentiation, which was validated using a CRISPR knockout ofTGFAin the OVCAR5 cell line. Conclusions HGSOC production of TGF alpha drives monocytes to differentiate into macrophages, representing a central arm of the mechanism by which AAMs are generated in the tumor microenvironment.