Literature DB >> 35204783

Matrix Metalloproteinase 7 Expression and Apical Epithelial Defects in Atp8b1 Mutant Mouse Model of Pulmonary Fibrosis.

Emma Westermann-Clark1,2, Ramani Soundararajan1, Jutaro Fukumoto1, Sahebgowda Sidramagowda Patil1, Timothy M Stearns3, Smita Saji1, Alexander Czachor1, Helena Hernandez-Cuervo1, Mason Breitzig1, Sudarshan Krishnamurthy1,4, Richard F Lockey1, Narasaiah Kolliputi1.   

Abstract

Abnormalities in airway epithelia and lung parenchyma are found in Atp8b1 mutant mice, which develop pulmonary fibrosis after hyperoxic insult. Microarray and ingenuity pathway analysis (IPA) show numerous transcripts involved in ciliogenesis are downregulated in 14-month (14 M) -old Atp8b1 mouse lung compared with wild-type C57BL/6. Lung epithelium of Atp8b1 mice demonstrate apical abnormalities of ciliated and club cells in the bronchial epithelium on transmission electron microscopy (TEM). Matrix metalloproteinase 7 (MMP7) regulates of ciliogenesis and is a biomarker for idiopathic pulmonary fibrosis (IPF) in humans. Mmp7 transcript and protein expression are significantly upregulated in 14 M Atp8b1 mutant mouse lung. MMP7 expression is also increased in bronchoalveolar lavage fluid (BAL). Immunohistochemistry is localized MMP7 to bronchial epithelial cells in the Atp8b1 mutant. In conclusion, MMP7 is upregulated in the aged Atp8b1 mouse model, which displays abnormal ciliated cell and club cell morphology. This mouse model can facilitate the exploration of the role of MMP7 in epithelial integrity and ciliogenesis in IPF. The Atp8b1 mutant mouse is proposed as a model for IPF.

Entities:  

Keywords:  Atp8b1 mutant; MMP7; apical; ciliogenesis; idiopathic pulmonary fibrosis

Mesh:

Substances:

Year:  2022        PMID: 35204783      PMCID: PMC8961514          DOI: 10.3390/biom12020283

Source DB:  PubMed          Journal:  Biomolecules        ISSN: 2218-273X


1. Introduction

Idiopathic pulmonary fibrosis (IPF) is a poorly understood disease that historically led to death within 3–5 years of diagnosis [1], although antifibrotic medications, such as nintedanib, can significantly extend life expectancy [2,3]. Specific biomarkers, especially matrix metalloproteinase 7 (MMP7), are implicated in the pathogenesis of IPF, but the mechanisms by which MMP7 may contribute to fibrosis remain unclear. MMP7 is a serum biomarker for preclinical disease in IPF in humans [4]. Serum MMP7 distinguishes IPF from other types of interstitial lung disease with a sensitivity of 71.7% (range, 71–72.3%), specificity of 64.4% (63–66.3%), and diagnostic odds ratio of 4.7 (4.2–5.1) [5]. Despite these favorable test characteristics, guidelines published in 2018 from the American Thoracic Society do not support measuring serum MMP7 to diagnose IPF because of concern about false negatives, which could limit patient access to life-prolonging therapies [5]. Plasma MMP7 concentrations are significantly higher in IPF patients than in healthy controls, (14.40 ± 6.55 ng/mL vs 6.03 ± 2.51 ng/mL, p < 0.001) and a threshold of >12.1 ng/mL predicts mortality [6,7]. Multiple investigators conclude that MMP7 has diagnostic and prognostic value, sometimes in combination with other biomarkers [8,9,10,11,12,13,14]. MMP7 also may correlate with disease severity, as measured by diffusion capacity of the lungs for carbon monoxide % (DLCO%) and forced vital capacity % (FVC%) [4,15]. MMP7 knockout mice are protected from bleomycin-induced fibrosis [16]. MMP7 expression is increased in migrating epithelial cells in both human and mouse trachea after injury [17]. These studies support a role for MMP7 in pulmonary fibrosis. Much of the animal research on IPF has been conducted using the bleomycin injury mouse model [18,19,20]. Bleomycin causes extensive inflammation and fibrosis in the mouse lung. While the bleomycin injury model is a widely used pre-clinical model for IPF, the reversible nature of bleomycin-induced fibrosis limits applicability in humans (Tashiro 2017) [21]. Therapeutic interventions tend to be administered shortly after bleomyin injury, which may bias it toward therapeutic interventions that reduce inflammation rather than reverse fibrosis. The Atp8b1 mouse model is an alternate model of IPF. The Atp8b1 mouse displays morphologic changes after hyperoxic insult (48 h of hyperoxia) including aberrant proliferation of club cells at the bronchiolar epithelium [22]. During the recovery phase, under normoxia, a patchy distribution of interstitial fibrosis occurs, including cystic lesions with thickened interstitium and patchy parenchymal fibrosis [22]. Atp8b1 is a P4-type ATPase or “flippase” that is thought to transport membrane phospholipids, including phosphatidylserine [23] and phosphatidylcholine [24]. Humans with Atp8b1 defects have abnormalities in the apical membranes of several cell types including hepatocytes [25] and stereocilia of the ear [26]. The human clinical phenotype includes intrahepatic cholestasis leading to early cirrhosis, pruritis, growth failure, hearing defects, and recurrent pneumonia [27]. The reason for pulmonary fibrosis in the Atp8b1 mouse is not clear. Given the emerging links between MMP7 and pulmonary fibrosis in humans, we investigate MMP7 levels in the Atp8b1 mouse lung. Noting that MMP7−/− mice are protected from bleomycin-induced fibrosis [16] and that their airway epithelia are carpeted with cilia after injury [28] we focus on the roles of MMP7 and ciliogenesis in the Atp8b1 mouse model.

2. Materials and Methods

2.1. Animals

Dr. Laura Bull at the University of California at San Francisco generously provided the Atp8b1 mutant mouse on a C57Bl/6 background. Control C57BL/6 mice were obtained from Harlan laboratories (Indianapolis, IN, USA) (RRID:MGI:5656552). Animals were maintained at the University of South Florida in a specific-pathogen-free facility, as described previously [29]. The University of South Florida Institutional Animal Care and Use Committee (IACUC) approved animal protocols (Animal Welfare Assurance Number: A4100-01) according to “Guide for the Care and Use of Experimental Animals” from the National Institute of Health (NIH) (Revised 2011).

2.2. Collection of Mouse Lungs

Mice were anesthetized and underwent thoracotomy as described in [30]. Following lung removal, samples were fixed in formalin or flash frozen as described here [22,30].

2.3. Total RNA Extraction

Total RNA from C57BL/6 and Atp8b1 mutant lungs was extracted using Trizol™ (Ambion®, ThermoFisherScientific, Carlsbad, CA, USA) and RNeasy kit (Qiagen, Hilden, Germany) as described in Soundararajan et al., 2016 [29].

2.4. Transcriptome Analysis of Mouse Lung

Transcriptome analysis was performed as described in [29]. The H. Lee Moffitt Cancer Center conducted the microarray analysis as described previously [29].

2.5. Differential Gene Expression

Affymetrix microarray analysis used to identify differentially expressed genes as previously described [29]. Differentially expressed genes were further analyzed using Ingenuity Pathway Analysis (IPA) [31], (Ingenuity Systems, Qiagen, Redwood City, CA, USA) as described previously [29].

2.6. Ingenuity Pathway Analysis

Ingenuity Pathway Analysis software [31] (IPA; Ingenuity Systems, Version 2020–2021, Qiagen.) was used to identify gene networks affected in C57BL/6 and Atp8b1 mutant mice as described previously [29].

2.7. Quantitative Real-Time PCR (qPCR)

The iScript™ cDNA synthesis kit (Biorad Laboratories, Hercules, CA, USA) was used for reverse transcription. Mouse qPrimerDepot [32] was used for primer sequence (MMP7 forward primer: GCATTTCCTTGAGGTTGTCC; MMP7 reverse primer: CACATCAGTGGGAACAGGC;). Quantitative real time PCR was performed and analyzed as previously described [29].

2.8. Western Blot Analysis

Western blot analysis was performed on lung homogenates as described previously [22]. MMP7 antibody (a gift from Dr. Conor Lynch; antibody created in Dr. Lynn Matrisian’s laboratory) was used for overnight incubation at 4 °C [33]. Horseradish peroxidase-conjugated β-actin antibody (Sigma Aldrich, St Louis, MO, USA) was used as a loading control.

2.9. Immunohistochemistry

Single-color immunohistochemical (IHC) staining was performed on paraffin embedded Atp8b1 and C57Bl/6 mouse lung tissue sections. described previously [22]. Sections were incubated with rabbit MMP7 antibody (Abcam 85144, Cambridge, MA, USA) at 4 °C overnight, with secondary antibody and detection as described previously [22].

2.10. Electron Microscopy

14 M Atp8b1 (n = 3) and WT (n = 3) mouse lung samples, 1 mm in diameter, were fixed in 2% glutaraldehyde in sodium cacodylate. The samples were fixed overnight and then rinsed in cacodylate buffer. Samples were incubated for one hour in 1% osmium in 0.1M cacodylate buffer (pH 7.5). Ethanol gradients and acetone were used for the washing and sequential dehydration steps. Embed-812 (Electron Microscopy Sciences, Hatfield, PA, USA) was used as embedding resin, and an ultramicrotome (UCT; Leica, Wetzlar, Germany) was used to obtain thin sections ranging from 90–100 nm. A transmission electron microscope (JEM 1400; JEOL, Tokyo, Japan) with digital camera was used to examine samples at 80 kV (Gatan, Inc., Pleasanton, CA, USA).

2.11. Statistical Analysis

For RT-PCR, student’s t-test was used to calculate statistical significance between the two groups in Microsoft Excel. p values < 0.05 were considered to be statistically significant.

3. Results

3.1. Microarray Analysis Shows Decreased Expression of Ciliogenesis Genes

Microarray analysis revealed the decreased expression of genes that are involved in ciliogenesis. Some of the transcripts decreased in Atp8b1 mutant mice at 14 M versus the 14 M WT controls included Foxj1, Dnaaf1, Drc1, Dnah7b, Dnah7c, Dnah2, Dnah6, Efhc1, Dnali1 (Table 1). Differentially expressed cilia-related genes (q < 0.1, false discovery rate corrected Mann–Whitney U test p-value and median difference > 1.0) are listed in Table 1.
Table 1

Differentially expressed genes associated with ciliogenesis in Atp8b1 mutant mouse lung vs C57BL6 at 14 M (q < 0.1, mean–value difference between two groups >1.0).

Affymetrix Probe Set IDGeneGene NameFold Changep Valueq_MW (FDR)
1425291_at Foxj1 Forkhead box J1−1.2050.0260.0495
1450441_at Dnaaf1 dynein, axonemal assembly factor 1−1.020.0260.0495
1455279_at Drc1 dynein regulatory complex subunit 1−1.2880.01520.0357
1438466_at Dnah7b /// Dnah7c dynein, axonemal, heavy chain 7B /// dynein, axonemal, heavy chain 7C−1.1230.01520.0357
1438763_at Dnah2 dynein, axonemal, heavy chain 2−1.1440.008660.026
1442894_at Dnah6 dynein, axonemal, heavy chain 6−1.3220.0260.0495
1453159_at Efhc1 EF-hand domain (C-terminal) containing 1−1.0290.0260.0495
1455379_at Dnali1 dynein, axonemal, light intermediate polypeptide 1−1.1010.004330.0182

3.2. Ingenuity Pathway Analysis

Functional analysis using Ingenuity Pathway Analysis (IPA) showed enrichment of transcripts involved in primary ciliary dyskinesia, the movement of cilia, the formation of cilia and the morphogenesis of cilia (Table 2, Figure 1).
Table 2

Ingenuity Pathway Analysis; top canonical pathways identified in Atp8b1 mutant lungs—transcripts associated with ciliogenesis.

Diseases or Functions Annotationp-ValueTranscripts Associated with Ciliogenesis
Primary ciliary dyskinesia3.56 × 10−9 Dnaaf1, Dnah11, Dnal1, Drc1
Movement of cilia2.44 × 10−7 Dnaaf1, Dnah11, Dnah7
Abnormal morphology of cerebral ventricles4.38 × 10−5 Cetn2, Efhc1, Foxj1
Situs inversus totalis6.00 × 10−5 Dnah11, Foxj1
Patterning of left/right axis1.62× 10−4 Dnah11, Foxj1
Formation of cilia2.83× 10−4 Cetn2, Dnaaf1, Foxj1
Figure 1

Network of genes involved in ciliogenesis, identified by Ingenuity Pathway Analysis (Ingenuity Systems, 2020–2021, Qiagen). In each network, the genes are represented as nodes. The biological relationship between two nodes is represented as an edge (line). Node color indicates up- (red) or down- (green) -regulation with respect to the datasets. The shape of each node represents the functional class of the gene product.

3.3. Atp8b1 Mutant Mice Exhibit Abnormal Ciliogenesis

The bronchial epithelia of Atp8b1 and WT mice were examined using transmission electron microscopy (TEM). Ciliated cells lining the bronchial epithelium appeared to be truncated or submerged between abnormal-appearing club cells in Atp8b1 mice (Figure 2A–D) at 14 M. The apical membrane of club cells also appeared abnormal in mutant mice; the normal club cell has a bulbous appearance with a smooth continuous border, whereas Atp8b1 mutant mouse club cells have more irregular apical membranes.
Figure 2

Representative electron microscopy images of bronchial epithelium (14 M old Atp8b1 vs WT mouse lung). (A) TEM of WT lung shows normal bronchial epithelium, with ciliated cells interspersed with club cells. Ciliated and club cells in WT bronchial epithelium are approximately the same height, and club cells have a smooth border. (B) Bronchial epithelium of Atp8b1 mouse lung: solid arrows indicate truncated ciliated cells and dotted arrows indicate protruding club cells. Magnification of Panel A is 2000×; magnification of Panel B is 2500×. Scale bars 10 μM. (C) Electron microscopic image of Atp8b1 bronchial epithelium with ciliated cell submerged between club cells. Magnification is 4000×; scale bar 5 μM. (D) Inset from panel c.; magnification is 8000× with scale bar 2 μM.

3.4. Mmp7 mRNA and MMP7 Protein Significantly Increased in 14 M-Old Atp8b1 Mice

The change in ciliated cell morphology and apical changes in club cells observed on TEM prompted exploration of the role of ciliogenesis in pulmonary fibrosis, with a specific focus on MMP7. Transcription of MMP7 was evaluated in WT and Atp8b1 mice using qPCR. MMP7 gene transcription is upregulated in Atp8b1 mice versus WT mice, with a fold change of 4.30 (range 1.84–7.9, standard deviation 2.31) by 2−ΔΔCT method (Figure 2A). Student’s t-test confirmed a statistically significant increase in the transcription of MMP7 in mutant versus WT mice; p-value = 0.018. Western blot of lung lysate from WT and Atp8b1 mice was performed to assess MMP7 expression at the protein level. MMP7 protein expression is elevated in the Atp8b1 mouse compared to WT (Figure 3B). Western blot also shows that MMP7 is upregulated in the bronchoalveolar lavage fluid (BALF) of 14 M Atp8b1 mice compared with WT mice (Figure 3C).
Figure 3

MMP7 is increased at both the mRNA and protein level in whole lung lysate of the Atp8b1 mutant mouse relative to the WT control at 14 M, n = 6. (A) Quantitative real-time PCR (qPCR) of whole lung lysate and (B) Western blot demonstrate increased MMP7 at the mRNA and protein levels, respectively. (C) Western blot of bronchoalveolar lavage from 14 M mice also showed increased MMP7 in Atp8b1 mice relative to WT mice. * p < 0.05. Abbreviations: WT: wild-type, RFC: relative fold change.

3.5. MMP7 Is Expressed in Bronchioles of Atp8b1 Mutant Mice

Immunohistochemistry (IHC) was performed to localize the expression of MMP7 in lung tissue of WT and Atp8b1 mice (Figure 4A,B). Preliminary immunohistochemistry shows that MMP7 is upregulated in Atp8b1 mutant mice as compared with WT mice and localizes it to the bronchioles (Figure 4A,B). Taken together, mRNA transcript, protein expression, and IHC data show that MMP7 is upregulated in the airway epithelium of the Atp8b1 mouse compared with WT mice.
Figure 4

MMP7 expression in bronchial epithelium assessed by single-color immunohistochemistry using rabbit MMP7 antibody (Abcam 85144, Cambridge, MA, USA). (A) WT mouse lung with minimal MMP7 expression lining bronchioles. (B) Atp8b1 mouse lung showing increased MMP7 expression lining bronchioles and scattered throughout alveoli.

4. Discussion

Abnormal morphology of ciliated cells and club cells in the Atp8b1 mutant mouse and microarray data indicating decreased expression of ciliogenesis genes support a role for ciliogenesis in lung fibrosis in this mouse model. Ingenuity pathway analysis pointed to gene networks involved in primary ciliary dyskinesia, the movement of cilia, the formation of cilia and the morphogenesis of cilia. As MMP7 regulates ciliogenesis [28], we explored MMP7 expression in the Atp8b1 mutant mouse. Human data support a role for MMP7 in IPF: the largest human IPF transcriptome analysis to date highlights MMP7, MUC5b and cilia genes as the most upregulated genes in IPF [34]. Serum MMP7 correlates with disease severity [4] and portends a poor prognosis [9]. In other human studies, correlation network analysis identified a cilia gene module upregulated in IPF [35]. Several studies in mouse models also support a role for MMP7 in airway epithelial ciliogenesis. MMP7 restrains ciliated cell formation in the airway epithelium [28]. Ciliated cells carpet the airways after injury in MMP7 null mice [28]. MMP7 is constitutively expressed at low levels in peribronchial glandular cells and conducting airways in normal lung [17]. After injury, MMP7 expression is increased in lung epithelial cells; in human cystic fibrosis biopsy samples, MMP7 was noted to be expressed in alveolar type II cells as well as cells of the upper airway [17]. As the Atp8b1 mouse exhibits higher expression of MMP7 with age (and without direct injury or insult to lung epithelia), it is possible that this mouse has innate epithelial repair defects. We focused on ciliated cells here, but it will be important to also examine alveolar areas for expression of MMP7. As shown here, MMP7 is upregulated at both the transcript and protein levels in the Atp8b1 mutant mouse, which develops pulmonary fibrosis, a phenotype accelerated by hyperoxia [22]. These results, along with the apical defects observed in lung epithelia and patchy parenchymal fibrosis after hyperoxic insult, make the Atp8b1 mutant mouse a valuable model for studying IPF. Future work will examine the effects of other injurious stimuli, such as bleomycin, to provide comparison with existing models. Humans with the Atp8b1 mutation have progressive intrahepatic cholestasis and are prone to pneumonias [27]. The mechanism behind lung disease in these subjects remains incompletely understood. Known substrates of Atp8b1 include phosphatidylserine and phosphatidylcholine, components of the plasma membrane. Atp8b1 has been localized to the apical aspect of the plasma membrane [36]. Apical defects in the plasma membrane have been demonstrated in multiple cell types in Atp8b1-deficient cells, including stereocilia [26] and hepatocytes [25]. Apical defects observed in bronchial epithelial cells in the Apt8b1 mouse model corroborate these findings. Atp8b1 also plays a role in apical membrane localization of proteins including Cdc42 [37] and CFTR [38]. The reason for the apical defects in lung epithelia, biliary epithelia and stereocilia is not known, but is thought to involve mislocalization of Cdc42 (cell division control protein 42 homologue), a Rho-family GTPase primarily involved in cellular polarization. A previously published transcriptome analysis of the Atp8b1 mouse identified RhoA signaling as a canonical pathway [29] and other studies support a role for Cdc42 in apical defects in Atp8b1-deficient cells [37]. Atp8b1 is thought to tether the small Rho-family GTPase Cdc42 at the apical membrane via the flippase’s preferred substrate, phosphatidylserine [37]. Loss of Atp8b1 is thought to result in mislocalization of Cdc42 and may also explain the irregular apical shape of club cells or the truncation of ciliated cells seen on electron microscopy, as Cdc42 is primarily involved in cell polarization. Rho-family GTPases are essential in cellular motility and regulation of the actin cytoskeleton. Compelling evidence suggests that the Atp8b1 flippase is required for Cdc42 clustering and cell polarization [39]. In summary, microarray and IPA data support decreased expression of ciliogenesis genes in the Atp8b1 mutant mouse. The lung epithelial morphologic differences reported here also suggest a problem with ciliated cell differentiation or regeneration. These observations on TEM, along with parenchymal changes reported previously by our group, support the use of the Atp8b1 mouse model for studying lung fibrosis [22]. Increased transcription and expression of MMP7 at the mRNA and protein level, respectively, in Atp8b1 mouse vs. WT, warrants further exploration. The mechanism by which MMP7 may lead to loss of epithelial integrity and eventual lung fibrosis is currently under investigation, and the Atp8b1 mouse model will provide the background on which to explore this mechanism. Limitations of this study include the small number of animals (n = 3 Atp8b1 mutant and n = 3 wild type), and the lack of a quantitative fibrosis score. Pharmacologic inhibition of matrix metalloproteinases is notoriously difficult because of similarities in the catalytic region of various MMPs. Previous studies have shown side effects with broad MMP inhibition, specifically musculoskeletal side effects, possibly attributed to unintended metal chelation. In 2021, Mohan et al. reported a new anti-MMP7 antibody. More work is needed to understand the mechanistic role of MMP7 in IPF and the potential therapeutic targets thereof.
  38 in total

1.  Peripheral blood proteins predict mortality in idiopathic pulmonary fibrosis.

Authors:  Thomas J Richards; Naftali Kaminski; Fred Baribaud; Susan Flavin; Carrie Brodmerkel; Daniel Horowitz; Katherine Li; Jiin Choi; Louis J Vuga; Kathleen O Lindell; Melinda Klesen; Yingze Zhang; Kevin F Gibson
Journal:  Am J Respir Crit Care Med       Date:  2012-01-01       Impact factor: 21.405

2.  Pharmacologic differentiation of inflammation and fibrosis in the rat bleomycin model.

Authors:  Nveed I Chaudhary; Andreas Schnapp; John E Park
Journal:  Am J Respir Crit Care Med       Date:  2006-01-13       Impact factor: 21.405

3.  The flip side of cardiolipin import.

Authors:  Coen C Paulusma; Roderick H J Houwen; Patrick L Williamson
Journal:  Nat Med       Date:  2011-04       Impact factor: 53.440

4.  Gene expression analysis reveals matrilysin as a key regulator of pulmonary fibrosis in mice and humans.

Authors:  Fengrong Zuo; Naftali Kaminski; Elsie Eugui; John Allard; Zohar Yakhini; Amir Ben-Dor; Lance Lollini; David Morris; Yong Kim; Barbara DeLustro; Dean Sheppard; Annie Pardo; Moises Selman; Renu A Heller
Journal:  Proc Natl Acad Sci U S A       Date:  2002-04-30       Impact factor: 11.205

5.  NLRP3 deletion protects from hyperoxia-induced acute lung injury.

Authors:  Jutaro Fukumoto; Itsuko Fukumoto; Prasanna Tamarapu Parthasarathy; Ruan Cox; Bao Huynh; Gurukumar Kollongod Ramanathan; Rajan Babu Venugopal; Diane S Allen-Gipson; Richard F Lockey; Narasaiah Kolliputi
Journal:  Am J Physiol Cell Physiol       Date:  2013-05-01       Impact factor: 4.249

6.  qPrimerDepot: a primer database for quantitative real time PCR.

Authors:  Wenwu Cui; Dennis D Taub; Kevin Gardner
Journal:  Nucleic Acids Res       Date:  2006-10-26       Impact factor: 16.971

7.  Dynamic regulation of cardiolipin by the lipid pump Atp8b1 determines the severity of lung injury in experimental pneumonia.

Authors:  Nancy B Ray; Lakshmi Durairaj; Bill B Chen; Bryan J McVerry; Alan J Ryan; Michael Donahoe; Alisa K Waltenbaugh; Christopher P O'Donnell; Florita C Henderson; Christopher A Etscheidt; Diann M McCoy; Marianna Agassandian; Emily C Hayes-Rowan; Tiffany A Coon; Phillip L Butler; Lokesh Gakhar; Satya N Mathur; Jessica C Sieren; Yulia Y Tyurina; Valerian E Kagan; Geoffrey McLennan; Rama K Mallampalli
Journal:  Nat Med       Date:  2010-09-19       Impact factor: 53.440

8.  Sputum biomarkers in IPF: Evidence for raised gene expression and protein level of IGFBP-2, IL-8 and MMP-7.

Authors:  J Guiot; M Henket; J L Corhay; C Moermans; R Louis
Journal:  PLoS One       Date:  2017-02-08       Impact factor: 3.240

9.  Safety and survival data in patients with idiopathic pulmonary fibrosis treated with nintedanib: pooled data from six clinical trials.

Authors:  Lisa Lancaster; Bruno Crestani; Paul Hernandez; Yoshikazu Inoue; Daniel Wachtlin; Lazaro Loaiza; Manuel Quaresma; Susanne Stowasser; Luca Richeldi
Journal:  BMJ Open Respir Res       Date:  2019-03-25

10.  Comparative Study of Circulating MMP-7, CCL18, KL-6, SP-A, and SP-D as Disease Markers of Idiopathic Pulmonary Fibrosis.

Authors:  Kosuke Hamai; Hiroshi Iwamoto; Nobuhisa Ishikawa; Yasushi Horimasu; Takeshi Masuda; Shintaro Miyamoto; Taku Nakashima; Shinichiro Ohshimo; Kazunori Fujitaka; Hironobu Hamada; Noboru Hattori; Nobuoki Kohno
Journal:  Dis Markers       Date:  2016-05-17       Impact factor: 3.434

View more
  1 in total

1.  The Effect of Sex and Obesity on the Gene Expression of Lipid Flippases in Adipose Tissue.

Authors:  Hanieh Motahari-Rad; Alba Subiri; Rocio Soler; Luis Ocaña; Juan Alcaide; Jorge Rodríguez-Capitan; Veronica Buil; Hamid El Azzouzi; Almudena Ortega-Gomez; Rosa Bernal-Lopez; Maria Insenser; Francisco J Tinahones; Mora Murri
Journal:  J Clin Med       Date:  2022-07-04       Impact factor: 4.964

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.