Abstract
Disruptions in airway branching or alveolar differentiation during lung development can lead to severe respiratory deficiencies and neonatal death. The molecular mechanisms governing branching patterning and early alveolar formation remain elusive. Loss of Svep1 function in mice results in various developmental defects, including lung hypoplasia and perinatal lethality. Our examination of the lungs of Svep1 knockout (Svep1-/-) mouse embryos, both in vivo and in vitro, revealed that Svep1 mutants exhibit an increase in the number of disorganized distal airway tips and progressively greater disruption of lung lobe morphology over time and saccular development. Svep1 interacts with FGF signaling to regulate smooth muscle differentiation and, together with Fgf9, guides airway branching patterning. Transcriptomic data from the lungs of Svep1-/- embryos revealed dysregulated gene expression affecting saccular maturation. Our findings demonstrate that Svep1 is a key extracellular matrix player shaping airway morphology and influencing alveolar fate. These insights offer potential avenues for therapeutic interventions in congenital lung disorders.
Introduction
The architectural blueprint of the lungs emerges from two fundamental developmental processes: branching morphogenesis, responsible for constructing the intricate airway tree structure, and differentiation, which generates specialized cells in distinct lung regions, predominantly after the formation of the tracheobronchial tree 1. The cessation of molecular genetic signaling promoting branching is a prerequisite for distal alveolar cell differentiation 2, 3.
In mice, lung development begins at embryonic day 9.5 (E9.5) 4, 5 when two primary buds emerge from the ventral foregut. During the pseudoglandular stage (E12.5 – E16.5), epithelial progenitors at the bud tips undergo an iterative process of budding and bifurcation into the surrounding mesenchyme and this is followed by expansion of the diameter and length of the respiratory tree during the canalicular stage (E16.5-E17.5). During the saccular stage (E17.5-P5), the vasculature develops along the airway and terminal airway tips widen. The alveolar epithelium subsequently differentiates into alveolar type 2 (AT2) cells, responsible for surfactant protein C (SFPC) production, and the thin, gas-exchanging alveolar type 1 (AT1) cells. Primitive septa arise at this stage. Secondary septation and alveolar maturation occur during the postnatal alveolar stage (P5-P30) 5.
The geometry of the airway tree is generated by three local branching modes: domain, planar, and orthogonal 6. During domain branching, new branches grow perpendicularly around the circumference of the parent branch and generate the initial scaffold of each lobe and the overall shape of the lung. Planar bifurcation occurs at the tips of the airway epithelium and generates branches in the same plane, resulting in the thin edges of the lung lobes. Orthogonal bifurcation generates branches perpendicular to prior branches, thus filling in the interior of the lung. Trifurcations are rare and appear principally at the lung surface 7, 8. As branching proceeds, proximal-distal patterning is established, and cellular specification follows 3, 9, 10, 11. Lung bud tip progenitors persist and proliferate and subsequently undergo differentiation into alveolar type 1 (AT1) and alveolar type 2 (AT2) cells 3. The cells of the primal airway stalk differentiate into multiple proximal cell types 12, 13, 14, 15.
Studies in laboratory mice have shown that branching morphogenesis requires mesenchymal-epithelial interactions, and various signaling pathways, particularly the FGF pathway, play important roles in branching 16. Fibroblast growth factor 10 (FGF10) is secreted by mesenchymal cells and acts via the FGFR2 receptor to maintain a permissive environment for branching morphogenesis. FGF10 maintains distal epithelial SOX9+ progenitor cells in an undifferentiated state. These cells play a pivotal role in subsequent alveolar and mesenchymal differentiation 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28. FGF10+ cells give rise to bronchial airway smooth muscle cells during early branching 29, 30, 31, 32. FGF9 is also required for lung development and plays different roles depending on its spatial and temporal expression. In the mesothelium, FGF9 plays a primary role in mesenchymal growth; in the epithelium, FGF9 controls epithelial branching 33, 34, 35, 36. The extracellular matrix (ECM) also plays important roles in epithelial branching and alveolarization 37, 38, 39, 40, 41, 42 and contributes to organ shape 43.
Svep1 (Sushi, Von Willebrand Factor Type A, EGF and pentratix domain-containing 1), also known as Polydom, encodes an ECM protein that is ubiquitously expressed in the tissues of adult mice and plays roles in cell adhesion 44, epidermal differentiation 45, and lymphatic vessel formation and remodeling 46, 47. Svep1 homozygous mutant mice die at birth with edema and body abnormalities 45, 47, 48, 49. We investigated the role of Svep1 in the development of lungs of mice homozygous for the Svep1tm1b(EUCOMM)Hmg allele (hereafter, Svep1-/-) generated by the Knockout Mouse Phenotyping Program (KOMP2) program 49. We observed that the loss of Svep1 disrupts the basic lung branching program resulting in irregular lung lobe shape due to an aberrant increase in distal airway tips. Smooth muscle differentiation is also disrupted in the lungs of Svep1-/- embryos. Through the treatment of lung explant cultures with exogenous SVEP1 protein, we demonstrated that Svep1 functions as an inhibitor of branching morphogenesis. Furthermore, we demonstrated that inactivation of FGF signaling recovers smooth muscle differentiation in Svep1-/- lungs and that exogeneous FGF9 treatment restores SVEP1 branching inhibition, implying a potential role for SVEP1-FGF9 signaling specific to branching.
Results
Svep1 is expressed in lung mesenchyme with high expression at the lung periphery
Svep1 is expressed in the lung mesenchyme, especially at the tip and edges of the lung (Fig. 1a-d and Suppl. Fig. 1a-b). Svep1 mRNA expression was strong in the mesenchyme adjacent to the distal epithelial airways and around bifurcating tips (Fig.1a and Suppl. Fig.1a). We detected SVEP1 protein expression on the epithelium membrane (ECAD+) of very distal lung buds (Fig.1b and Suppl. Fig. 1b) and microvasculature (Suppl. Fig.1c). At the saccular stage (E18.5), transcript and protein expression of Svep1 was detected in the primary septa of lung parenchyma and in the mesenchyme next to the proximal epithelium (Fig.1d and Suppl. Fig.1d). Consistent with previous findings, Svep1 expression during lung development was high between E14.5 and E18.5 50 (Suppl. Fig.1e). Single cell RNA-seq data demonstrated that expression of Svep1 in the lungs of E18.5 wild type embryos was prominent in matrix fibroblasts (Suppl. Fig. 3a).
Hypoplastic and aberrant lung shape in Svep1-/- embryos
Consistent with previous reports 49, Svep1-/- embryos displayed perinatal lethality, whole-body edema, and lung hypoplasia that was prominent at E18.5 by microCT (Fig. 1e and Suppl. Fig. 1f). In situ hybridization confirmed the absence of Svep1 expression in the lungs of homozygous knockout animals (Suppl. Fig. 1g). Examination of gross examination of embryos at E18.5 revealed small lungs with lobes that failed to enclose the heart and had a highly lobulated, cauliflower-like appearance (Fig. 1f). Histological analysis at E16.5 showed small lungs in mutants with irregular shape; at E18.5, small saccules were observed along a dorsal-ventral gradient, accompanied by a reduced lumen primarily on the ventral side (Fig. 1g,h). Noticeable differences, including a thickening along the lobulated ventral edges of the lung composed of mesothelium, were observed in Svep1-/- embryos compared to wild type embryos reflecting developmental abnormalities in the lung mesothelium of mutant mice (Fig. 1h).
Saccular development defects in Svep1-/- embryos
Sacculation begins in the murine lung shortly after E16.5, with the flattening of AT1 cells at the proximal-to-distal opening of the distal airway lumen. Cells in the developing distal airways at the lung edge are the last to differentiate 11, 30, 51. Examination of distal airway morphology of Svep1-/- embryos at E18.5, through labeling the lung epithelium with ECAD and the distal progenitor marker SRY-box transcription factor 9 (SOX9), revealed that the densely packed distal airways at the ventral edge exhibited a morphology typical of the earlier pseudoglandular stage instead of the saccular stage (Fig. 1h). Quantitative real-time PCR (qPCR) confirmed elevated expression of Sox9 in the lungs of Svep1 knockout embryos at E18.5 but not at earlier time points (Fig. 1i). Co-staining of SOX9 with the cell proliferation market KI67 showed proliferating epithelial progenitor cells in E18.5 lungs, mainly at the lung periphery in Svep1-/- mutants (Suppl. Fig. 1h). Our results indicate that the distal epithelium in Svep1 lungs is in an earlier developmental stage, characterized by a higher proportion of epithelial cells in a progenitor stage, rather than in the saccular period when cells are differentiating into specialized lung epithelial type I and II cells. Our finding highlights the essential role of Svep1 in the maturation of the distal lung epithelium.
Lungs of Svep1-/- embryos show an aberrant increase of distal airways altering lung lobe shape
To determine whether Svep1-/- embryos have branching defects, we stained E16.5 lungs with SOX9 and ECAD which revealed densely packed distal airways in Svep1-/- embryos. Mutant lobe tips had multiple distal branches and rosettes on the ventral lobe side (Fig. 2a). To further examine defects in the branching program modes6 (Fig.2b) in Svep1 mutant lungs, we stained whole lung and individual lobes with SOX9 at E13.5, E14.5, and E15.5 and showed that Svep1 branching defects accumulate over time (Fig. 2c-e and Suppl. Fig. 2a,b). We observed branching and lobe shape anomalies in Svep1-/- lungs as early as E13.5, primarily at the lung tips and edges (Fig. 2c,d). Moreover, the branching abnormalities observed in the mutants were not uniform across the lung lobes, leading to different outcomes in the shape of the lobes. At E13.5 for example, the shape of the Right Caudal (RCa) lobe was narrower in Svep1-/- embryos compared to wild-type embryos. The Right Accessory (RAc) and Right Medial (RMe) lobes of Svep1 mutant embryos terminated in two or more buds instead of a single tip typically observed in lungs of wild type embryos (Fig. 2c). Further examination of the left lobes showed that Svep1-/- embryos at E13.5 exhibited peripheral branch mis-localization and additional budding, disrupting the normal planar bifurcation of the lung (Fig. 2d and Suppl. Fig. 2a). When planar bifurcation is disrupted at the lobe tip, ectopic branching angles occur at the lung tips in mutants (Fig. 2d). This observation suggests that Svep1 deficiency impairs lung branching angles early in development.
The orthogonal bifurcation mode of the branching program fills the lung’s exterior and interior surfaces in a specific pattern where each new bud maintains its boundaries with others and creates the surface of the lung lobes 6. However, this orthogonal pattern was disrupted in mutant embryos at E14.5, with the airways rearranged into a “row of beads” pattern, resulting in abnormal rounded tips (Fig. 2e). Moreover, the left lung lobes of E14.5 mutant embryos were 8% more elongated than those of wild type Svep1 embryos (length/width ratio (mm) Svep1+/+ =1.60; Svep1-/- =1.90 p <0.001 t test; Suppl. Fig. 2c). Tissue cleared left lobes stained with SOX9 at E14.5 confirmed abnormal mutant left lobe morphology as well as multi budding of the distal airways and peripheral trifurcations (Fig. 2f).
At E15.5, aberrations persist in lung branching patterns along the margins and ventral side, leading to substantial alterations in lobe elongation in Svep1-/- embryos (Suppl. Fig. 2b,c,d). Staining left lung lobes of Svep1-/- embryos at E15.5 with DAPI (4’,6-diamidino-2-phenylindole) revealed prominent abnormalities on the lung surface (Suppl. Fig. 2e).
Quantification of SOX9+ in a whole lung Z-stack imaging revealed a significant increase in both the total number of SOX9+ distal tips and the ratio of tips to area by E14.5 (Fig. 2g; p < 0.05 t-test). Overall, these findings demonstrate that Svep1 is crucial for normal branching morphogenesis, and its absence leads to disorganization of airway patterning, primarily affecting the tips, edges, and ventral areas of the lung, which in turn alters the overall shape of the lung lobes.
Lungs of Svep1-/- embryos have ectopic branching, decreased planar bifurcations, and increased trifurcations
To investigate which of the main branching programs are affected in Svep1 mutants, we modeled the branching patterns of normal and mutant lungs. We labeled tissue-cleared whole lungs from E14.5 embryos with ECAD and SOX9 and generated a 3D reconstruction composed of Z-stack images. We observed significant structural differences in the airways of wild type and Svep1-/- lungs, confirming the disorder of the developing airway tree as well as the aberrant duplication of the distal airway tips in Svep1-/- embryos (Fig. 3a).
To quantify the differences in branching morphology in the lungs of mutant vs wild type embryos, we generated a branching lineage diagram for the right accessory (RAc) lobe at E14.5. Each branch was characterized as one of three branching modes: domain, planar, or orthogonal 6. Branches and direction of growth were mapped to create a lineage diagram in which trifurcations were also indicated (Fig. 3b). Orthogonal branching was significantly increased in mutants, contributing 63% of all branches compared to 49% (p < 0.01, t-test) in the lungs of Svep1+/+ embryos (Fig. 3c). In contrast, planar branching in the RAc lobes was significantly decreased in mutant (5%) compared to wild type (13%) embryos (p < 0.05, t-test; Fig. 3c). Trifurcations were more prevalent in Svep1-/- lungs (10% of all branches) compared to the lungs of Svep1+/+ embryos (4% of all branches) (p < 0.05 t-test; Fig. 3c and Fig.3e). An average of 17% of first-level domain branches originating from the primary bronchus were ectopic in Svep1-/- lungs, while no ectopic branching was observed in the lungs of wild type embryos (Fig. 3d and Fig. 3f). In RAc lobes of wild-type lungs, daughter branches of the primary bronchus sprouted from one of only three directions: anterior, ventral-posterior, and dorsal-posterior. In all the Svep1-/- lungs analyzed, daughter branches sprouted from the primary bronchus in random directions (Fig. 3f). In summary, loss of Svep1 disrupts airway patterning through decreased planar bifurcations, increased trifurcations, and ectopic domain branching that arise in random directions.
To determine if the ectopic and trifurcated branches in Svep1-/-lungs was the result of loss of Svep1, we analyzed time-lapse images of E12.5 lung explants for 48 hrs. (Fig. 3g, Video1, Video2, Video 3). We observed ectopic branching arising from the main and secondary branches and trifurcations at the lung tips. Taken together, these results suggest that Svep1 controls the position and orientation of new airway epithelial buds, defines distal bifurcations regulating the form and structure of the growing epithelium, and is, therefore, critical for determining the bronchial tree architecture and, ultimately, the final shape of the lobes of the lung.
SVEP1 recombinant protein inhibits airway branching in normal E12.5 lung explants and restores normal branching in Svep1-/- lungs
The increased branching observed in the distal airways of Svep1-/- embryos suggests that SVEP1 normally acts as an inhibitor of lung branching morphogenesis and is essential for regulating lung airway budding. To further investigate the function of Svep1 in branching morphogenesis, we treated lung explants of wild type E11.5-E12.5 embryos for 48hrs with a recombinant SVEP1 (rSVEP1) protein. Time-lapse images revealed significantly decreased branching in the treated lung explants (Fig. 4a; Video 4 and Video 5), quantified at the peripheral airway tips (Fig. 4b). SVEP1 branching inhibition was more profound at earlier stages (11.5) (data not shown). When lung explants from E12.5 Svep1-/- embryos were treated with rSVEP, distal ectopic and trifurcated branches were reduced, and observed in only one of six explants (Fig.4c). The other Svep1-/- explants exhibited distal bifurcation that resembled wild type lungs (Fig.4c).,
The loss of Svep1 leads to defects in smooth muscle and bronchial airway development
To characterize further the lungs of Svep1-/- embryos at the saccular stage, we conducted RNA sequencing (RNA-seq) of whole lungs of Svep1+/+ and Svep1-/- embryos. Term enrichment analysis of the functional annotations for the differentially expressed genes revealed that genes associated with cell mobility and adhesion, epithelial proliferation, extracellular matrix organization, and collagen binding were significantly downregulated in Svep1-/- lungs (Fig. 5a and Fig. 5b).
The RNA-seq data from the whole RCa lobe at E18.5 revealed that genes associated with muscle development were significantly downregulated in Svep1-/- lungs, including Acta2 (actin alpha 2) which is necessary for smooth muscle differentiation, and Cnn1 (calponin1), a marker for mature smooth muscle (Fig. 5b). Lungs labeled with ACTA2 and particularly CNN1 confirmed the reduction in distal smooth muscle differentiation in the mutant at E18.5 (Fig. 5c) evident around the proximal airways and adjacent blood vessels, particularly CNN1 expression (Fig. 5c). The expression of ACTA2 was noticeably reduced also in lobular bronchioles in ex vivo organ culture of E12.5 Svep1-/- lung explants that were allowed to grow in vitro for six days (Fig. 5e) confirming that Svep1 is necessary for proper peribronchial smooth muscle differentiation which is defective in the lungs of Svep1 mutant embryos before saccular development.
To investigate lung airway development in Svep1-/- mutants further, we examined cellular differentiation of the proximal epithelium by staining with the proximal epithelium progenitor SRY-box 2 (SOX2) marker at the end of branching morphogenesis (E16.5)(Fig. 5f) and with both club cell secretoglobin 1a1 (SCGB1A1) and ciliated cell forkhead box protein J1 (FOXJ1) markers at E18.5 in the proximal airway epithelium (Fig. 5g). In mutants, SOX2 protein was predominantly localized in the lung core (Fig. 5f), suggesting that the airway epithelium follows a normal developmental pattern from proximal to distal at E16.5, with most proximal epithelium undergoing typical development. SCGB1A1 staining revealed that Svep1-/- deficient embryos displayed smaller distal bronchioles, accompanied by disorganized and densely packed SCGBA1+ epithelial cells, leading to an increase in SCGBA1+ cells (Fig. 5g). In contrast, the number of FOXJ1+ cells in mutants did not appear to differ from those in wild type lungs (Fig. 5g). Although Scgba1 mRNA expression did not significantly differ between mutant and wild-type animals, likely due to normal epithelial development in the most proximal airways, the single cell RNA sequencing data indicated that the club cell cluster was enriched in Svep1-/- lungs (Suppl Fig. 3b). These finding highlights that normal airway structure relies on functional Svep1 as the absence of Svep1 leads to anomalies in bronchial epithelium morphology and an increased number of club cells.
Altered FGF signaling is a contributing factor to the abnormalities in smooth muscle development observed in Svep1-/- lungs
RNA-seq data from whole lungs revealed that Fgfr2 expression was significantly increased in Svep1-/- embryos at E18.5. Fgfr2 is expressed in the epithelium of the normal lung with decreased expression after E17.5 50. In Svep1-/- embryos, however, in situ hybridization showed that levels of expression of Fgfr2 transcripts persisted in the lungs of mutants, even at E18.5, compared to levels in lung of Svep1+/+ embryos (Fig. 6a). Results from RT-qPCR showed a significant increase in RNA expression levels of Fgfr2 and other members of the FGF signaling pathway, including Fgf10, Fgf9, and Kras, in the lungs of Svep1 mutants at E18.5 (Fig. 6b) but not at E14.5 or E16.5 (data not shown). Fgfr2 has two isoforms, Fgfr2b and Fgfr2c. Only Fgfr2b was significant at E18.5 (Fig. 6b). Furthermore, Svep1-/- mutants showed no change in the expression levels of important genes involved in lung development, such as Tgfb1, Bmp4, and Shh at E14.5, E16.5, and E18.5 (Data not shown).
FGF10/ FGFR2b signaling is necessary for airway outgrowth and promotes epithelial progenitor proliferation and migration 52, 53. FGF10+ cells are progenitors to parabronchial smooth muscle cells, and this progenitor status is maintained by mesothelial-derived FGF9, which inhibits smooth muscle differentiation. Smooth muscle progenitors become gradually displaced from distal to a proximal position alongside the bronchial tree in the mouse lung 35, 54 during development. To investigate if FGF signaling is involved in Svep1-/- branching defects and airway smooth muscle differentiation, we treated lung explants with the FGF pathway inhibitor SU5402 at a low enough dose to allow for some branching activity. SU5402 is a fibroblast growth factor receptor 1 (FGFR1) tyrosine kinase inhibitor that blocks the FGF signaling necessary for smooth muscle differentiation, leading to more smooth muscle around the airway55. As expected, we observed branching defects in the control and Svep1-/- lung explants after 48hr of treatment (Fig. 6c). Immunofluorescence SOX9 and ACTA2 revealed normal distal airway bifurcation in explants of Svep1 wild type lungs and trifurcations in lung explants from mutant embryos along with ectopic branching and budding anomalies (Fig. 6c). After 4 days of FGF signaling inhibition, an increase in smooth muscle coverage around the distal airways, wrapping around the distal tips, was observed in both normal lungs and, to a lesser degree, in Svep1-/- lungs (Fig. 6d). Overall, these results suggest that the branching pattern defects in Svep1 mutants are independent of the canonical FGF pathway, but that smooth muscle differentiation defects are partially mediated by increased FGF signaling.
SVEP1 and FGF9 interact during branching to direct normal lung development
Fgf9 is essential for mouse lung development, and both loss and gain of function alleles of Fgf9 result in branching defects 33, 35, 36, 56. Fgf9 is expressed in both the lung mesothelium and distal epithelium during early-to-mid branching morphogenesis. Fgf9 levels in the mesothelium are high at E12.5, but at E14.5 Fgf9 is limited to the distal epithelium 33, 35. We found that Fgf9 is normally expressed in mesothelium and epithelium at E14.5 and exclusively in the distal airway tip epithelium of E16.5 lungs (mid-to-late branching) (Fig. 6e).
Overexpression of Fgf9 causes branching defects that are characterized by dilatation of the distal airways 35, 36, 53, 57, a phenotype that is opposite to the multi-budding phenotype of Svep1-/- lungs at the pseudoglandular stage (Fig. 2c). Furthermore, overexpression of Svep1 (Fig. 4a,b) and loss of Fgf9 function 33, 35 inhibit branching. To investigate whether SVEP1 and FGF9 interact during branching morphogenesis, we treated normal lung explants with exogenous SVEP1 and FGF9 alone and in combination for two days. SVEP1 cultured explants showed a significant decrease in branching (Fig. 6f) FGF9 cultured explants exhibited dilated distal airways (Fig. 6f). Lung explants treated with both SVEP1 and FGF9 resulted in normal branching and distal airways (Fig. 6f). That the treatment with combined SVEP1 and FGF9 restored branching and distal airway morphologies suggests that an interaction between SVEP1 and FGF9 is necessary for normal airway development.
Svep1 is necessary for cellular differentiation and saccule maturation
In Svep1 mutants, alveolar saccules are either absent or underdeveloped, indicating that there is a disruption in the normal alveolar differentiation process. Our transcriptomics data indicate an increase in expression of AT2-related genes and a decrease in expression of AT1-related genes in Svep1-/- lungs at E18.5 (Fig. 7a). Immunolabeling with AT1 markers (PDPL and HOPX) and AT2 markers (SFTPC and ABCA3) reveals reduced PDPL and HOPX1 positive domains, expanded SFTPC expression, and intensified expression of ABCA3 in the central saccules at E18.5 (Fig. 7b). Additionally, SFTPC expression correlates with SOX9, indicating an immature AT2 cell fate phenotype in mutants (Suppl. Fig. 4a). These findings underscore that Svep1 deficiency disrupts the balance of alveolar epithelial differentiation, favoring an AT2 cell fate. This effect is particularly pronounced in the lung periphery which retains an AT2 progenitor phenotype reminiscent of the pseudoglandular stage.
Alveolar ACTA2 positive myofibroblasts transiently differentiate from their PDGFRA positive progenitors during septation which, during normal murine lung development, are located at the base of saccules in the regions of future alveoli, where they invaginate toward the saccule lumen 58, 59.To assess if Svep1-/- lungs exhibit defects in alveolar myofibroblast progenitor formation, we stained E18.5 tissues with PDGFRA, revealing a significant increase in the number of PDGFRA+ cells per saccular tissue in mutants (Fig. 7c). While RNA-seq analysis showed no significant difference in Pdgfra gene expression between mutant and wild-type lungs, the scRNA-seq data revealed a deficiency in Pdgfra+ cells in the lungs of Svep1-/- embryos (Suppl. Fig. 3b). The expression of Pdgfa, the PDGRA ligand crucial for septation, myofibroblast differentiation, proliferation, and migration 60, 61, was reduced in Svep1-/- embryos at E18.5 in the bulk RNA-seq data (Log2(FC)= - 0.19318, adjusted p value < 0.05 t test). PDGFRA+ cells, which are known to give rise to alveolar lipofibroblasts characterized by lipid-filled vesicles, exhibited no differences in Plin2 (perilipin 2, also known as adipophilin; Adfp) expression between mutant and wild-type lungs at E18.5 (Suppl. Fig. 4b). These findings show that Svep1 expression is essential for regulating alveolar myofibroblast progenitor formation. Notably, despite the absence of primary septation, Svep1-/- mutants exhibit a broad myofibroblast progenitor fate (PDGFRA+ cells). This increase may arise from an augmented number of distal airways and/or defects in the myofibroblast differentiation process itself.
The lungs are covered by a monolayer of flat mesothelial cells that differentiate from round Wilms’ tumor transcription factor 1 (WT1) positive cells that surround the lung buds during early branching 62. Wt1 expression normally decreases during development 62 whereas the hypercellular mesothelium of the Svep1-/- lungs were enriched in WT1+ mesothelial progenitors and had increased Wt1 gene expression (Fig. 7d and Suppl. Fig. 5). To determine if the expansion of mesothelial cells was due to an increase in cellular proliferation, we co-labeled with WT1 and KI67 (Fig. 7d). Although there was a significant increase in the number of WT1+ cells in Svep1-/- lungs (Fig. 7d, left), the percentage of WT1+ that were also KI67+ was not significantly different between normal and mutants at E16.5 (Fig. 7d, right), indicating that the disruption of mesothelial differentiation in mutants is not due to an increase in proliferation.
RNA-seq data from the whole lung revealed that vascular development genes are downregulated in the lungs of Svep1-/- embryos compared to wild-type controls (Fig. 6a). To determine, therefore, if lung microvasculature formation is affected in Svep1-/- embryos, we stained E16.5 (Suppl. Fig. 5) and E18.5 (Fig. 7e) lungs with PECAM1 (CD31). At E16.5 lung microvasculature looks normal (Suppl. Fig. 5); however, at E18.5, the microvasculature was disorganized and failed to form the double layer pattern characteristic of the saccular stage (Fig. 7e). These results indicate that Svep1 is necessary for lung microvasculature plexus formation, which is consistent with previous findings that Svep1 plays a role in lymphatic vascular development and remodeling in mice and explains why disruption of Svep1 results in severe edema in embryos 46, 47.
Discussion
While previous studies have led to important insights into the genetic and molecular processes that underlie lung development, our understanding of the factors that regulate the bronchial tree’s stereotypic structure and the subsequent transition from branching to saccular formation remains incomplete. The study reported here revealed, for the first time, that Svep1 function is necessary to preserve the stereotypic pattern of the bronchial tree, contributes to the transition required to end branching morphogenesis, and promotes alveolar differentiation and maturation (Fig. 8). The results also suggest that Svep1 regulates FGF signaling pathway for smooth muscle differentiation and that the interaction between SVEP1 and FGF9 is essential for normal airway development. Although further investigation is needed to uncover molecular mechanisms, the findings reported here provide new insights into the role the extracellular matrix plays in governing lung morphogenesis.
Our work shows that Svep1 plays a significant role in regulating the branching program in the developing lung. The loss of Svep1 expression leads to disordered airway tips, particularly in the distal regions where Svep1 expression is normally high. Our results demonstrate that SVEP1 acts as a negative regulator of lung branching, inhibiting the growth of new branches in lung explants. The effects of SVEP1 on the lung bud epithelium suggests a role in shaping the lobes by restricting the potential for aberrant branching. We hypothesize that early in lung development, the local genetic program driven by FGF from its signaling centers is sufficient to direct local branching; however, as lung airway complexity increases, this local signaling becomes diffuse and may activate the entire susceptible SOX9+ directed epithelial branching. Therefore, negative regulators, like SVEP1 act to restrict excessive branching while ensuring proper airway patterning. Notably, at the pseudoglandular stage, lungs of Svep1-/- embryos show no significant differences in the expression of essential branching genes. This suggests that Svep1 may not be the primary regulator of the overall genetic branching program but rather a modulator of the timing and extent of branching events. Svep1 most likely directs branching through localized signaling without significantly impacting genes fundamental for branching morphogenesis (e.g., Fgf10, Shh, and Bmp4), allowing early lung developmental processes while maintaining later appropriate branching morphology.
The recovery of SVEP1 branching patterns in lung explant cultures following exogenous treatment of FGF9 suggests a potential physical interaction between SVEP1 and FGF9 in the regulation of branching similar to the SVEP1-ANG2 during the remodeling of lymphatic vessels 47, 63. It is plausible that SVEP1 interacts with FGF9 signaling locally in a particular distal epithelial progenitor to modify the overall branching program..
The disordered airways in the lungs of Svep1-/- embryos disrupts the shape of the lung lobes. The disrupted branching program manifests as ectopic budding and trifurcations of distal airways. The ordinarily thin and flat margins of the lung are rounded, and the tips of the lungs are foreshortened in Svep1-/- embryos. Our 3D model of the right auxiliary (RAc) lobe showed that branching in Svep1-/- embryos results in a pattern of dense rosettes generated at multiple branching sites, resulting in a cauliflower-like appearance of the lungs at E18.5. In the lungs of Svep1-/- embryos, we observed a dorsal-to-ventral maturation gradient with small immature saccules on the dorsal side and narrow airways on the lobulated ventral side. The dorsal-ventral spatial variation in aberrant lung lobe morphology is consistent with previous work showing that tissue geometry and biomechanical forces influence the genetic branching program during lung development 7, 64. Our data indicate that the lobe-specific phenotypes in Svep1-/- lungs are due to a complex interplay of genetic and physical factors and that the ventral lung needs tighter control than the dorsal lung to develop properly to fill the chest cavity together with the heart and diaphragm (ventral) and the body wall (dorsal). Hence, Svep1 is especially crucial for preserving the basic structure of lung tips and edges during development.
The lungs of Svep1-/- embryos exhibit impaired cellular differentiation and saccular maturation. Svep1-/- pups die shortly after birth, with a lung morphology more typical of the pseudoglandular stage with enrichment of SOX9+ progenitor cells. The alveolar epithelium in the lungs of Svep1 mutant embryos is biased toward AT2 cells, which correlates with the proliferative SOX9+ cell population which, in turn, is maintained by the persistent expression of genes involved in FGF signaling that impedes differentiation of AT1 cells 27, 60. Furthermore, Svep1-/- lungs are deficient in HOPX+ and PDPL+ AT1 cells with reduced lung bud stalks potentially leading to proximal airway hypoplasia. Svep1-/- lungs have reduced smooth muscle differentiation that can be rescued by the inhibition of FGF signaling. The observed increase in SCGBA1+ club cells and the concomitant reduction in bronchiole lumen diameter point to a profound influence of the loss of Svep1 on airway morphology, in addition to the smooth muscle development defects around the proximal airways. Furthermore, Svep1-/- lungs show reduced expression of genes related to smooth muscle, including Acta2. This deficiency may contribute to the impact of the loss of Svep1 on septa and airway hypoplasia, influencing the distalization of the airway.
Other studies have found that mechanical pressures, in conjunction with growth factors, are essential for proper alveolar differentiation during development 65. Svep1-/- embryos are characterized by chest cavity edema secondary to lymphatic defects at E18.5 which may cause atypical internal lung pressures that could, in turn, contribute to the observed aberrant cell differentiation. Mesothelial cells and alveolar myofibroblasts at E18.5 in Svep1-/- are also maintained in a progenitor state of immature saccular development marked by increased WT1 and PDGFRA expression in mutants.
Maintenance of the extracellular matrix has been shown previously to be essential for normal organ and epithelial tube morphogenesis 38, 66 and cellular differentiation processes 66. Our transcriptome analysis indicated that the absence of Svep1 disrupts the expression of genes associated with cell adhesion, cell motility, and ECM organization. Our transcriptomics data showed that Col1a1 and the basement membrane collagen Col4a4, are significantly reduced in E18.5 Svep1-/- lungs, disruption of which may contribute to the proliferation and differentiation defects that we observed in the lungs of Svep1-/- embryos in this study.
The transition from branching to differentiation in lung development is essential for establishing the foundation for alveologenesis and has significant clinical ramifications for neonates born with such respiratory deficiencies. Our findings demonstrate the importance of the ECM in directing airway architecture and the transition from branching programs to alveolar differentiation. Additional research into the specific role that Svep1 plays in preparing the lung for alveologenesis is required to understand more fully the molecular, cellular, and mechanical mechanisms critical to this transition and its potential for targeted therapeutic interventions to improve the outcomes of patients born with impaired or delayed lung development.
Methods
Svep1 mutant mice
Svep1 mutant mice (B6N(Cg)-Svep1tm1b(EUCOMM)Hmgu/J; MGI:5509058) were generated by the Knockout Mouse Phenotyping Program (KOMP2) by inserting the L1L2_Bact_P cassette upstream of exon 8 of Svep1 49. This cassette contains a flippase recombinase target (FRT) site followed by a lacZ sequence and a loxP site. The first loxP site is followed by a neomycin resistance gene, a second FRT site, and a second loxP site. A third loxP site is inserted downstream of exon 8. The construct was introduced into embryonic cells and embryonic stem cell clone HEPD0747_6_B06 was injected into B6(Cg)-Tyrc-2J/J blastocysts. Resulting chimeric males were bred to C57BL/6NJ female mice to generate heterozygous tm1a (i.e., knockout first) animals67. No homozygous mice were recovered at weaning from heterozygous intercrosses. Heterozygous tm1a mice were then bred to B6N.Cg-Tg (Sox2-cre)1Amc/J mice to remove the floxed neomycin sequence and exon 8 of Svep1. Resulting offspring were bred to C57BL/6NJ mice to remove the cre-expressing transgene. Genotyping was performed as described in Supplementary Methods.
Histology
Mouse embryos were euthanized by decapitation at E14.5, E16.5, or E18.5. Tails were collected for genotyping. Whole lungs were excised surgically and fixed in 4% paraformaldehyde (PFA) and then embedded in paraffin. Paraffin tissue blocks were sectioned (5 µm) and stained for Hematoxylin and Eosin (H&E) using standard procedures.
In situ hybridization (ISH)
For whole mount in situ hybridization of Svep1, a 725bp segment of the Svep1 transcript (NM_153366.4; 746-11179) was PCR amplified (PCR Master Mix, Promega). In situ hybridization was performed using methods published previously68 and developed using BM purple AP substrate (Roche) per the manufacturer’s instructions. 5 µm thick sections of paraffin embedded lung tissues were used for ISH of Fgf10 (NM_446371, 862-1978 nt), Fgf9 (NM_013518.4, 27-1198 nt), Fgfr2 (NM_010207, 2-1677nt), and Svep1 (NM_022814.2, 2879 - 3726 nt) using RNAscope 2.0 Red Detection Kit (Advanced Cell Diagnostic) according to the manufacturer’s instructions.
A Svep1 riboprobe was synthesized with one pair of exon-exon boundary overlapping primers (5’ TGTGGTCCTCCAAGTCACGTA 3’; 5’ CCAGCAGACAGCAGAGTATGT 3’) designed using NCBI’s Primer-BLAST69. The purified PCR fragment was cloned into the pCR™II-TOPO® TA vector (TOPO® TA Cloning® Kit, Dual Promoter, ThermoFisher), and transformed into One Shot® TOP10 Chemically Competent Cells, ThermoFisher). Ampicillin resistance transformed colonies were selected. The orientation of the insert after linearization of the vector with SpeI restriction digestion (New England Biolabs, Inc.) was determined by Sanger sequencing. Sense and anti-sense Digoxigenin-11-UTP labeled probes (DIG RNA Labeling Mix, Sigma-Aldrich) were synthesized with SP6 and T7 RNA polymerases, respectively.
Immunohistochemistry (IHC) on sectioned lung tissue was performed using standard techniques. Details on the antibodies used for IHC are provided in Supplementary Methods. Antigen retrieval was achieved by heat treatment in a microwave oven for 20 mins at low power in 0.01 M sodium citrate buffer at pH 6. For tissues imaged using fluorescence, Alexa Fluor secondary antibodies were used (Life Technology). Images were obtained with a Nikon80i or Keyence (BZX800) microscope.
Quantification of lung distal epithelial tips
Fixed whole lungs were washed with PBS and permeabilized in 0.5% Triton-X, 5% BSA in PBS for 1 hour at room temp. SOX9 primary antibody diluted in 1X PBS was incubated overnight at room temperature. Samples were washed and incubated with an Alexa fluor (Life Technology, USA) secondary for 2 hrs at room temperature, mounted with DAPI mounting medium. and fixed with 4% PFA in PBS for 2–4 hrs.
Tissue-clearing for evaluation of branching patterns
Fixed whole lungs from E13.5 embryos were dehydrated in a methanol series, washed with 20% DMSO in methanol, and then re-hydrated with a methanol series. Lungs were then permeabilized with 0.2% Triton-X in PBS. Lung tissue clearing was performed using the Visikol® HistoTM kit (Visikol, Inc; NJ) according to the manufacturer’s instructions. Lungs mounted in silicone-imaging chambers were imaged with a Keyence (BZX800) microscope.
Whole mount branching immunofluorescence
Lung explants were fixed with 4%PFA, dehydrated in a PBS/methanol series, bleached with 6% hydrogen peroxide (H1009, Sigma) in methanol overnight at 4° C, then re-hydrated in a methanol series. Samples were blocked in PBS + 0.3% Triton X-100 + 5% normal goat serum for 2 hrs and incubated with primary antibodies into blocking solution overnight at 4° C. Samples were washed with PBS + 0.1% Triton X-100 + 0.1% Tween-20, followed by addition of Alexa Fluor antibodies (Life Technology) diluted in PBS + 0.3% Triton X-100 at 4 °C overnight. Samples were mounted with DAPI mounting medium. washed, then fixed with 4% PFA in PBS for 2–4 hrs. Whole lungs were imaged using a Keyence microscope. A Z-stack image series (BZ-H4XD) was generated for quantification and analyses of branching patterns of embryonic whole lungs. Time lapse videos were generated to trace the lineages of airway branches for orthogonal and planar bifurcation, and for quantification of trifurcation and ectopic branching. Statistical significance was evaluated using a two-tailed t test with significance at p <0.05.
Embryonic lung explant imaging
Lungs from E12.5 or E13.5 embryos were dissected and transferred to the inserts of Corning transwells (Millipore Sigma) containing 2 ml of DMEM/F12 medium supplemented with 1 U/ml penicillin-streptomycin. Lungs were incubated in the chamber and time-lapse images were captured every 10 min over 48 hrs using the Keyence BZX800 software (BZ-H4CXT).
Morphometric analysis of treated lung explants
Lung explants from E12.5 or E13.5 Svep1+/+ and Svep1-/- embryos were treated for 2 days with a 146 amino acid recombinant protein antigen of Svep1 (10 µg/ml, NP_0735725.2, region 874-971, Novus Biologicals), for 2 to 4 days with and without FGFR2 kinase inhibitor (2.5 µM SU5401, Pfizer) signaling and for two days with FGF9 (200 µM; R&D system) or FGF9+SVEP1 recombinant protein
The fold change of epithelial branches was determined by manual counting of individual branches compared to epithelial buds emerging from the lung epithelium at various intervals throughout a time lapse experiment using ImageJ 70. Lung buds were categorized as peripheral branches only if they appeared at the most distal end of the secondary bronchi. Quantification was performed for the left lobe only. Statistical significance of the counts was evaluated using a two-tailed t test with significance at p <0.05.
RNA sequencing and analyses
Total RNA was isolated from whole embryonic lungs at E18.5 using the RNeasy Mini Kit (Qiagen, Valencia, CA, USA) according to the manufacturer’s instructions. Double stranded cDNA was synthesized from total mouse lung RNA using the iScriptTM cDNA Synthesis Kit from BIORAD following the manufacturer’s instructions. RNA samples were sent to Novogene Co. Ltd for sequencing on the Illumina platform (see Supplementary Methods). Annotation term enrichment for pathways and function for differentially expressed genes was performed using Metascape (http://metascape.org) 71, VisuaL Annotation Display (VLAD) 72 (http://proto.informatics.jax.org/prototypes/vlad/), and the Gene Ontology term enrichment tool (http://geneontology.org/docs/go-enrichment-analysis/). Heat maps of gene expression were generated using the Morpheus matrix visualization and analysis software (https://software.broadinstitute.org/morpheus).
Single cell RNA-seq (scRNA-seq) sequencing and analysis
Single cell suspensions for scRNA-seq were prepared from E18.5 embryos, sequenced, and processed as described in Supplementary Methods. The Seurat software package was used to analyze the processed data 73. To determine the cell populations most impacted by the loss of Svep1, the distribution of cell populations in each experimental group was determined by calculating the ratio of each Seurat cluster to total number of cells from an experimental group. A t-test of the ratios was conducted to determine populations significantly enriched or depleted in the mutant tissue. Clusters demonstrating a segregation between mutant and wild type origin cells were compared to the nearest-related clusters using the Wilcoxon Rank Sum test.
Quantitative PCR
Real-time PCR was performed on cDNA with IQ SYBR Green Supermix (Biorad,) and gene-specific primers (Supplementary Methods) and beta-actin (Actb) as the reference. The data were analyzed using the ΔΔCt method on the BioRad CFX manager v1.5. RT-qPCR mRNA expression was analyzed by the Wilcoxon rank-sum test.
Data availability
RNA-seq and scRNA-seq data from this study will be submitted to a public archive upon publication. The Svep1 mouse is available from the Mutant Mouse Resource and Research Center (MMRRC:049943-UCD).
Acknowledgements
The authors thank Drs. Martin Ringwald and Vidhya Munnamalai for their comments on an early draft of this manuscript. Sandy Daigle (The Jackson Laboratory) provided essential technical support and advice for the scRNA-seq experiment. Pete Finger (The Jackson Laboratory) performed the toluidine blue staining.
Funding
Funding was provided by the National Institute of Child Health and Human Development (NICHD) P01HD068250 to PKD, CB, and ML.
References
- 1.The building blocks of mammalian lung developmentDev Dyn 240:463–476
- 2.Lung epithelial branching program antagonizes alveolar differentiationProc Natl Acad Sci U S A 110:18042–18051
- 3.Early lineage specification defines alveolar epithelial ontogeny in the murine lungProc Natl Acad Sci U S A 116:4362–4371
- 4.Lung development in the mouse embryoExperimental Lung Research 17:111–130
- 5.Lung organogenesisCurr Top Dev Biol 90:73–158
- 6.The branching programme of mouse lung developmentNature 453:745–750
- 7.A role for mesenchyme dynamics in mouse lung branching morphogenesisPLoS One 7
- 8.Bronchial anatomy of left lung: a study of multi-detector row CTSurg Radiol Anat 31:85–91
- 9.The Id2+ distal tip lung epithelium contains individual multipotent embryonic progenitor cellsDevelopment 136:3741–3745
- 10.Comparative transcriptome analysis reveals conserved branching morphogenesis related genes involved in chamber formation of catfish swimbladderPhysiol Genomics 50:67–76
- 11.Lung patterning: Is a distal-to-proximal gradient of cell allocation and fate decision a general paradigm?: A gradient of distal-to-proximal distribution and differentiation of tip progenitors produces distinct compartments in the lungBioessays 46
- 12.Contemporary Concise Review 2018: Lung cancer and pleural diseaseRespirology 24:475–483
- 13.Epithelial progenitor cells in lung development, maintenance, repair, and diseaseAnnu Rev Cell Dev Biol 27:493–512
- 14.Lung development: orchestrating the generation and regeneration of a complex organDevelopment 141:502–513
- 15.Building and Regenerating the Lung Cell by CellPhysiol Rev 99:513–554
- 16.Preparing for the first breath: genetic and cellular mechanisms in lung developmentDev Cell 18:8–23
- 17.Fibroblast growth factor 10 (FGF10) and branching morphogenesis in the embryonic mouse lungDevelopment 124:4867–4878
- 18.Fgf-10 is required for both limb and lung development and exhibits striking functional similarity to Drosophila branchlessGenes Dev 12:3156–3161
- 19.Fgf10 is essential for limb and lung formationNat Genet 21:138–141
- 20.An important role for the IIIb isoform of fibroblast growth factor receptor 2 (FGFR2) in mesenchymal-epithelial signalling during mouse organogenesisDevelopment 127:483–492
- 21.Bmp4 and Fgf10 play opposing roles during lung bud morphogenesisDevelopment 127:2695–2704
- 22.Conditional gene inactivation reveals roles for Fgf10 and Fgfr2 in establishing a normal pattern of epithelial branching in the mouse lungDev Dyn 238:1999–2013
- 23.Fgf10 dosage is critical for the amplification of epithelial cell progenitors and for the formation of multiple mesenchymal lineages during lung developmentDev Biol 307:237–247
- 24.Developmental biology: order in the lungNature 453:733–735
- 25.FGF-10 induces SP-C and Bmp4 and regulates proximal-distal patterning in embryonic tracheal epitheliumAm J Physiol Lung Cell Mol Physiol 287:L1116–1126
- 26.Signaling networks regulating development of the lower respiratory tractCold Spring Harb Perspect Biol 4
- 27.Localized Fgf10 expression is not required for lung branching morphogenesis but prevents differentiation of epithelial progenitorsDevelopment 140:3731–3742
- 28.FGF-10 is a chemotactic factor for distal epithelial buds during lung developmentDev Biol 201:125–134
- 29.Molecular mechanisms of early lung specification and branching morphogenesisPediatr Res 57:26–37
- 30.The Strength of Mechanical Forces Determines the Differentiation of Alveolar Epithelial CellsDev Cell 44:297–312
- 31.Fgf10 expression identifies parabronchial smooth muscle cell progenitors and is required for their entry into the smooth muscle cell lineageDevelopment 132:2157–2166
- 32.Fgf10 Signaling in Lung Development, Homeostasis, Disease, and Repair After InjuryFront Genet 9
- 33.Genomic organization and embryonic expression of the mouse fibroblast growth factor 9 geneDev Dyn 216:72–88
- 34.Lung hypoplasia and neonatal death in Fgf9-null mice identify this gene as an essential regulator of lung mesenchymeDevelopment 128:2095–2106
- 35.Differential role of FGF9 on epithelium and mesenchyme in mouse embryonic lungDev Biol 293:77–89
- 36.Mesothelial- and epithelial-derived FGF9 have distinct functions in the regulation of lung developmentDevelopment 138:3169–3177
- 37.Extracellular matrix in lung development, homeostasis and diseaseMatrix Biol 73:77–104
- 38.Elastin in lung development and disease pathogenesisMatrix Biol 73:6–20
- 39.Laminin alpha 5 is required for lobar septation and visceral pleural basement membrane formation in the developing mouse lungDev Biol 246:231–244
- 40.Fibronectin requirement in branching morphogenesisNature 423:876–881
- 41.Integrin Beta 1 suppresses multilayering of a simple epitheliumPLoS One 7
- 42.Type IV collagen drives alveolar epithelial-endothelial association and the morphogenetic movements of septationBMC Biol 14
- 43.The extracellular matrix in developmentDevelopment 147
- 44.Polydom/SVEP1 is a ligand for integrin alpha9beta1J Biol Chem 287:25615–25630
- 45.SVEP1 plays a crucial role in epidermal differentiationExp Dermatol 26:423–430
- 46.An Evolutionarily Conserved Role for Polydom/Svep1 During Lymphatic Vessel FormationCirc Res 120:1263–1275
- 47.Polydom Is an Extracellular Matrix Protein Involved in Lymphatic Vessel RemodelingCirc Res 120:1276–1288
- 48.Automated generation of gene summaries at the Alliance of Genome ResourcesDatabase (Oxford) 2020
- 49.High-throughput discovery of novel developmental phenotypesNature 537:508–514
- 50.Temporal dynamics of the developing lung transcriptome in three common inbred strains of laboratory mice reveals multiple stages of postnatal alveolar developmentPeerJ 4
- 51.Alveolar progenitor and stem cells in lung development, renewal and cancerNature 507:190–194
- 52.Walking along the Fibroblast Growth Factor 10 Route: A Key Pathway to Understand the Control and Regulation of Epithelial and Mesenchymal Cell-Lineage Formation during Lung Development and Repair after InjuryScientifica (Cairo) 2014
- 53.FGF9 and FGF10 activate distinct signaling pathways to direct lung epithelial specification and branchingSci Signal 13
- 54.Fibroblast growth factor 9 signaling inhibits airway smooth muscle differentiation in mouse lungDev Dyn 238:123–137
- 55.Smooth muscle differentiation shapes domain branches during mouse lung developmentDevelopment 146
- 56.Generation of an Fgf9 conditional null alleleGenesis 44:150–154
- 57.FGF9 and SHH signaling coordinate lung growth and development through regulation of distinct mesenchymal domainsDevelopment 133:1507–1517
- 58.Platelet-derived growth factor receptor-alpha-expressing cells localize to the alveolar entry ring and have characteristics of myofibroblasts during pulmonary alveolar septal formationAnat Rec (Hoboken 291:1649–1661
- 59.A three-dimensional study of alveologenesis in mouse lungDev Biol 409:429–441
- 60.PDGF-A signaling is required for secondary alveolar septation and controls epithelial proliferation in the developing lungDevelopment 145
- 61.Insight into the physiological functions of PDGF through genetic studies in miceCytokine Growth Factor Rev 15:215–228
- 62.Derivation of lung mesenchymal lineages from the fetal mesothelium requires hedgehog signaling for mesothelial cell entryDevelopment 140:4398–4406
- 63.Polydom/SVEP1 binds to Tie1 and promotes migration of lymphatic endothelial cellsJ Cell Biol 222
- 64.Organ-Specific Branching MorphogenesisFront Cell Dev Biol 9
- 65.The extracellular matrix in development and morphogenesis: a dynamic viewDev Biol 341:126–140
- 66.Extracellular matrix remodelling and cellular differentiationCurr Opin Cell Biol 11:634–640
- 67.A conditional knockout resource for the genome-wide study of mouse gene functionNature 474:337–342
- 68.Sonic hedgehog mediates the polarizing activity of the ZPACell 75:1401–1416
- 69.Primer-BLAST: a tool to design target-specific primers for polymerase chain reactionBMC Bioinformatics 13
- 70.NIH Image to ImageJ: 25 years of image analysisNat Methods 9:671–675
- 71.Metascape provides a biologist-oriented resource for the analysis of systems-level datasetsNat Commun 10
- 72.Visual annotation display (VLAD): a tool for finding functional themes in lists of genesMamm Genome 26:567–573
- 73.Integrated analysis of multimodal single-cell dataCell 184:3573–3587
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