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Integrating Lung Tissue and Lavage Proteomes Reveals Unique Pathways in Allergen

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Integrating Lung Tissue and Lavage Proteomes Reveals Unique Pathways in Allergen bioRxiv preprint doi: https://doi.org/10.1101/2020.01.14.905737; this version posted January 16, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license. 1 Title Page 2 Integrating Lung Tissue and Lavage Proteomes Reveals Unique Pathways in Allergen- 3 Challenged Mice 4 5 Thomas H Mahood1,2,3,6, Christopher D Pascoe1,2,3,6, Aruni Jha1,2,3,6, Sujata Basu1,2,3,6, Peyman 6 Ezzati4, Victor Spicer4, Neeloffer Mookherjee2,3,4,5,6, Andrew J Halayko1,2,3,6 7 8 1Department of Physiology & Pathophysiology, University of Manitoba, Winnipeg, Manitoba, 9 R3E 0J9, Canada 10 2DEVOTION Network, Winnipeg, Manitoba, Canada 11 3Biology of Breathing Group, Children’s Hospital Research Institute of Manitoba, Winnipeg, 12 Manitoba, R3E 3P4, Canada 13 4Manitoba Centre for Proteomics and Systems Biology, Department of Internal Medicine, 14 University of Manitoba, University of Manitoba, Winnipeg, Manitoba, R3E 3P4, Canada 15 5Department of Immunology, University of Manitoba, Winnipeg, Manitoba, R3E 0T5, Canada 16 6on behalf of the Canadian Respiratory Research Network, 17 http://respiratoryresearchnetwork.ca/, Ottawa, Ontario, Canada 18 19 Running Title: Lung Tissue and Lavage Proteome 20 Page 1 of 44 bioRxiv preprint doi: https://doi.org/10.1101/2020.01.14.905737; this version posted January 16, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license. 21 Abstract 22 Independent proteomic analysis do not capture the biological interactions between the tissue and 23 extracellular biological compartments when examined in isolation. To address this, we analyzed 24 and compared the proteome from lung tissue and from bronchoalveolar lavage fluid (BALF) of 25 individual allergen-naïve and allergen-challenged BALB/c mice, a common pre-clinical model 26 of allergic asthma. Collectively, we quantified 2,695 proteins from both tissue and BALF of 27 allergen-naïve and -exposed mice. We created an integrated dataset to examine tissue-BALF 28 proteome interactions. Multivariate analysis identified this Integrated-Tissue-BALF (ITB) 29 dataset as being distinct from either the lung tissue or the BALF dataset. Pathway and network 30 analysis of the ITB dataset uncovered protein hubs that span both the tissue and BALF, but are 31 not significantly enriched in either sample dataset alone. This work reveals that by combining 32 individual datasets provides insight about protein networks that integrate biology in lung tissue 33 and the airway space in response to allergen challenge. 34 35 Keywords: bronchoalveolar lavage / asthma / bioinformatics / allergen / proteomics 36 Page 2 of 44 bioRxiv preprint doi: https://doi.org/10.1101/2020.01.14.905737; this version posted January 16, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license. 37 Introduction 38 At the organ level, the biological underpinnings of chronic inflammatory disease involves 39 complex molecular interplay between local structural cells, recruited cells and the extracellular 40 mediators that they each release. Such is the case for asthma, a chronic disorder of the airways 41 that requires new therapies to fully control steroid-resistant inflammation. Mice challenged with 42 allergen are a mainstay for pre-clinical asthma research. A common approach is to use house 43 dust mite (HDM) as an aeroallergen as it is clinically relevant to human disease, and represents a 44 complex stimulus that includes multiple immunogens and stressors, including fungal spores, 45 bacterial endotoxins, lipid-binding proteins and proteases (Calderón et al. 2015; Choopong et al. 46 2016). Repeated HDM challenge induces pathophysiologic symptoms that are hallmarks of 47 human asthma (Jha et al. 2018), however the scope and complexity of the interplay between lung 48 cells, recruited inflammatory cells, extracellular mediators of autocrine and paracrine 49 significance, and the integrated signaling pathways that lead to pathobiology and can determine 50 the efficacy of pre-clinical asthma therapeutics, has not been refined as a systems biology model. 51 To understand complex and integrated disease mechanisms, a number of omics 52 technologies have been employed, including proteomics. Some studies examine the proteome of 53 individual biological compartments, including airway spaces - collected as bronchoalveolar 54 lavage fluid (BALF) or sputum - and lung tissue from asthmatic patients and murine models of 55 the disease (Wu et al. 2005; O'Neil et al. 2011; Burg et al. 2018). These studies have been 56 important for endotyping patients and animal models, identifying biomarkers of disease and 57 providing direction for new therapeutic strategies. However, analysis of these biological 58 compartments in isolation does not enable identification of integrated molecular networks that 59 that are critical for disease expression. Thus, despite some advances in identifying extracellular 60 biomarkers or tissue response networks, understanding the molecular systems that are affected 61 by the interaction between secreted proteins in the lung and the pathways that are regulated in the Page 3 of 44 bioRxiv preprint doi: https://doi.org/10.1101/2020.01.14.905737; this version posted January 16, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license. 62 resident cells of the lung tissue has not been fully established. 63 To address this, we used unbiased proteomic analysis to establish a molecular signature 64 in the lung through integrated analysis of matched lung tissue and BALF, and comparing 65 allergen-naïve and HDM-challenged mice. We found that inhaled HDM challenge induces 66 relatively distinct proteome signatures in lung tissue and BALF. Using a bioinformatic approach, 67 we developed an Integrated-Tissue-BALF (ITB) proteome that uncovers signaling networks that 68 are not evident from proteomic datasets of lung tissue and BALF individually. 69 70 Results 71 Lung function & differential cell count analysis 72 For all mice, we characterized hallmark pathophysiological features that developed as a 73 result of repeated HDM challenge for two weeks in 6-8-week-old female BALB/c mice. We 74 performed lung function and differential immune cell count analyses to assess the phenotype of 75 individual animals (Supplemental Figure S1). HDM challenge resulted in features that are 76 consistent with human asthma, including increased methacholine-induced airway resistance 77 (adjusted p-value, p.adj ≤ 0.001), tissue elastance (p.adj ≤ 0.001) and tissue resistance (p.adj ≤ 78 0.001) at 50 mg/mL methacholine (two-way nested ANOVA with Tukey's multiple comparison 79 and FDR correction, n = 6) (Supplemental Figure S2A). Differential counting of BALF immune 80 cells revealed that HDM challenge triggered their accumulation, including eosinophils and 81 neutrophils (Supplemental Figure S2B). 82 83 Lung tissue, BALF and Integrated-Tissue-BALF proteomes have distinct profiles 84 In total, our proteomic analysis of lung tissue and BALF samples across all mice, yielded 85 2695 protein identifications (IDs). We obtained 1595 ± 155 protein IDs from lung tissue and 581 86 ± 201 (mean ± SD) protein ID’s from BALF (Supplemental Figure S3A,B). Page 4 of 44 bioRxiv preprint doi: https://doi.org/10.1101/2020.01.14.905737; this version posted January 16, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license. 87 HDM exposure increased the absolute number of proteins in the lung tissue by 16 % 88 (357), and by 53 % (621) in the BALF. The relative proportion of protein ID’s that are unique to 89 tissue decreased from 78.4 % to 61.4 % after HDM exposure. In contrast, the proportion of 90 unique BALF proteins was relatively unchanged by HDM challenge (29.0 % and 28.2 %, 91 respectively). The relative proportion of protein ID’s that are shared between the BALF and lung 92 tissue increased from 19.7 % to 33.47 % after HDM exposure (Figure 1A). 93 To confirm that secreted proteins are enriched in BALF, we characterized the protein 94 ID’s using Uniprot annotation keywords. Of the proteins that could be annotated as “secreted” 95 we found that 29 % and 81 % of the protein ID’s were classified as tissue and BALF 96 respectively. Therefore, the BALF is enriched in secreted proteins by 279 %, compared to lung 97 tissue. Of the proteins that could be annotated as “transmembrane” we found that 71 % of 98 proteins were associated with the lung tissue proteome, compared to only 19 % of BALF 99 proteins. Therefore, the tissue is enriched in cell-associated proteins by approximately 373 %, 100 compared to BALF. 101 Using the normalized log2 protein expression values, we calculated z-scores (on a 102 sample-by-sample basis) to assess the relative contribution of protein signatures from the tissue 103 or BALF on a common scale. Once calculated for each sample, z-scores for HDM exposure were 104 corrected by subtracting each sample by the mean z-score of the naïve samples. To assess the 105 integrated biological contribution of BALF and tissue proteomes from HDM challenged mice, z- 106 scores from individual datasets were summed.
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