{'fraction_non_alphanumeric': 0.03754080522306855, 'fraction_numerical': 0.02238846572361262, 'mean_word_length': 4.944534282018111, 'pattern_counts': {'":': 0, '<': 1, '<?xml version=': 0, '>': 1, 'https://': 2, 'lorem ipsum': 0, 'www.': 3, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Differential LysoTracker Uptake Defines Two Populations of Distal Epithelial Cells in Idiopathic Pulmonary Fibrosis

Idiopathic pulmonary fibrosis (IPF) is a progressive and fatal degenerative lung disease of unknown etiology. Although in its final stages it implicates, in a reactive manner, all lung cell types, the initial damage involves the alveolar epithelial compartment, in particular the alveolar epithelial type 2 cells (AEC2s). AEC2s serve dual progenitor and surfactant secreting functions, both of which are deeply impacted in IPF. Thus, we hypothesize that the size of the surfactant processing compartment, as measured by LysoTracker incorporation, allows the identification of different epithelial states in the IPF lung. Flow cytometry analysis of epithelial LysoTracker incorporation delineates two populations (Lysohigh and Lysolow) of AEC2s that behave in a compensatory manner during bleomycin injury and in the donor/IPF lung. Employing flow cytometry and transcriptomic analysis of cells isolated from donor and IPF lungs, we demonstrate that the Lysohigh population expresses all classical AEC2 markers and is drastically diminished in IPF. The Lysolow population, which is increased in proportion in IPF, co-expressed AEC2 and basal cell markers, resembling the phenotype of the previously identified intermediate AEC2 population in the IPF lung. In that regard, we provide an in-depth flow-cytometry characterization of LysoTracker uptake, HTII-280, proSP-C, mature SP-B, NGFR, KRT5, and CD24 expression in human lung epithelial cells. Combining functional analysis with extracellular and intracellular marker expression and transcriptomic analysis, we advance the current understanding of epithelial cell behavior and fate in lung fibrosis.


Introduction
The human lung is a highly complex organ designed specifically for gas exchange. In idiopathic pulmonary fibrosis (IPF), chronic epithelial injury leads to excessive deposition of rigid extra-cellular matrix and a progressive decrease in lung compliance and

Flow Cytometry Analysis and Cell Sorting
Standard [37], previously published methods [22,35,36] were used for sample preparation and intracellular and extracellular staining in preparation for flow cytometry and fluorescence-activated cell sorting. Detailed methods and reagents, including all antibodies, are described in the Supplemental Materials. Single color controls were used to compensate for spectral overlap. Fluorescence-minus-one (FMO) controls were used whenever possible for positive/negative population gating. In the case of indirect intracellular staining, no primary control samples, consisting of the FMO control in the particular channel to which only the secondary antibody was added, were used for data interpretation and quantification. Data were acquired on a BD FACSCanto II (BD Biosciences) using BD FACSDiva software (BD Biosciences). Data were further analyzed using FlowJo vX software (FlowJo, LLC).

Immunofluorescence Analysis
The staining procedures were based on standard, previously published techniques and the reagents are listed in the Supplemental Materials and Supplemental Tables S1 and S2. However, given that both the mature SP-B and proSP-B antibodies were raised in the same species (rabbit), the standard protocol was modified, as follows. Following standard deparaffinization and blocking (see Supplemental Materials), slides were incubated with a mature SP-B antibody at a very low concentration (1:2000, 10 times lower than for traditional mature SP-B staining) and the fluorescent signal was amplified using the Alexa Fluor™ 555 Tyramide SuperBoost™ Kit, goat anti-rabbit IgG (Thermo Scientific, Waltham, MA, USA). This resulted in the covalent attachment of Alexa Fluor 555 Tyramide at the base of the antigen, which allowed the consequent stripping of the rabbit anti-mature SP-B antibody using the standard citrate-based antigen retrieval solution, as described in the Supplemental Materials. Samples were re-blocked with 5% BSA in PBS solution and incubated with the rabbit anti-proSP-B antibody, followed by an Alexa Fluor 488-labeled donkey anti-rabbit secondary antibody. Appropriate controls demostrating the lack of cross-reactivity were used to ascertain the specificity of the two signals (see Supplemental Materials). The stained amsples were imaged on a wide-field fluorescence microscope (Axio Observer.Z1 fluorescence microscope, Carl Zeiss MicroImaging, Jena, Germany) and a confocal microscope (TCS SP5, Leica Microsystems) and the images were processed and quantified using the Fiji package of ImageJ image analysis software ((https://imagej.net, version 20.0-rc-65/1.51w, accessed on 31 January 2018).

Microarray Analysis
Purified total RNA was amplified using the Ovation PicoSL WTA System V2 kit (NuGEN Technologies, Bemmel, The Netherlands). For each sample, 2 µg of amplified cDNA was Cy3-labeled using the SureTag DNA labeling kit (Agilent, Waldbronn, Germany). Hybridization to 8 × 60K 60mer oligonucleotide spotted microarray slides (Human Whole Genome, SurePrint G3 Human GE v3 8 × 60K Microarray; Agilent Technologies, design ID 072363) and the subsequent washing and drying of the slides was performed following the Agilent hybridization protocol in Agilent hybridization chambers with the following modifications: 2 µg of the labeled cDNA were hybridized for 22 h at 65 • C. The cDNA was not fragmented before hybridization. The dried slides were scanned at a 2 µm/pixel resolution using the InnoScan is900 (Innopsys, Carbonne, France). Image analysis was performed with Mapix 8.2.5 software, and calculated values for all spots were saved as GenePix result files. Stored data were evaluated using the R software (www.r-project. org, version R3.6.3 GUI1.70 ElCapitan, accessed on 29 February 2020) and the limma package [38] from BioConductor [39]. Log 2 mean spot signals were taken for further analysis. Data were background corrected using the NormExp procedure on the negative control spots and were quantile-normalized [38,40] before averaging. Log 2 signals of replicate spots were averaged, and, from several different probes addressing the same gene, only the probe with the highest average signal was used. Genes were ranked for differential expression using a moderated t-statistic [38]. Pathway analyses were performed using gene set tests on the ranks of the t-values [38,41]. Pathways were taken from the KEGG database (http://www.genome.jp/kegg/pathway.html, accessed on 11 October 2021).
Heatmaps are generated from the normalized log 2 spot intensities (I) and show the gene-wise z-values (where z j = I j − mean(I) /SD(I) for j = 1 . . . n).

Data Analysis 2.8.1. Flow Cytometry Data Analysis
The frequency of parent and mean fluorescence intensity (MFI) data were exported from FlowJo v.10 and analyzed using MicrosoftExcel, R software (www.r-project.org, version R3.6.3 GUI1.70 ElCapitan, accessed on 29 February 2020) or GraphPad Prism (GraphPad Software). For the bleomycin experiments, the percentages of Lyso high and Lyso low cell populations in control vs. treated samples were first log-transformed and Student's T-test was used to determine the statistical significance of their differences at each time point. To evaluate the dynamic of the Lyso high and Lyso low populations over time ( Figure 1C), we related the proportion of each Lyso high or Lyso low population in each group (bleomycin or saline) to the total LysoTracker-incorporating population in the control animals at each time point, as follows: each point on the line represents the % change log10 of the respective Lyso high or Lyso low at DayX, calculated as log10(Lyso high or low ) DayX bleo or control /log10(Lyso high DayX + Lyso low DayX) control . To determine the relative difference between the Lyso high and Lyso low populations in each epithelial group at each time point ( Figure 1D), we analyzed the log odds ratio of these two populations using the R statistical analysis software. A log odds ratio of 0 means that the two populations are similar, and, therefore, the probability that an epithelial cell is a Lyso high cell is equal to that of it being a Lyso low cell. Positive log odds ratios indicate that the two populations are different, and, therefore, the probability of a cell belonging to one population is larger than the probability of it belonging to the other one. Flow cytometry data collected from human samples were analyzed in a similar manner. Student's t-tests or two-way ANOVAs were used, as appropriate (stated in the figure legend), to test the null hypotheses that the log-transformed MFI of the percentage of parent values were different in each comparison.

Immunoflurescence Quantification and Analysis
Fluorescence intensity was analyzed using the Fiji/Image J (https://imagej.net, version 20.0-rc-65/1.51w, accessed on 31 January 2018) image analysis software and fluorescence intensity data was exported and statistically analyzed and plotted using Microsoft Excel.

LysoTracker Incorporation Delineates Two Populations of Epithelial Cells in Bleomycin-Induced Injury
To determine the dynamic behavior of AEC2s during bleomycin injury, C57BL6 mice were treated with bleomycin (2.5U/kg) and analyzed 3, 7, 14, 21, and 28 days postadministration. Saline or untreated mice (generally termed controls) were used as controls at each time point. Mice were sacrificed and their lungs were dissociated into a single-cell suspension whose cellular composition was analyzed by flow cytometry at each time point. To identify AEC2s, dead cells (PI + or DAPI + ) and AEC1 cells (podoplanin-PDPN + ) were first excluded, and the epithelial compartment was further identified by EpCAM expression within the CD45 − (non-hematopoietic) and CD31 − (non-endothelial) population (full gating path is in Supplemental Figure S1A). The proportion of the DAPI − CD45 − CD31 − PDPN − EpCAM + population (the epithelial cell compartment from here on) was slightly decreased in bleomycin-treated mice starting on day 14 and reached statistical significance on day 28 (Supplemental Figure S1B). To identify AEC2s within the epithelial compartment, we took advantage of their specific ability to uptake LysoTracker dyes [12,42]. The dynamic of LysoTracker uptake was analyzed during the bleomycin recovery time course, revealing three distinct populations: a LysoTracker neg (Lyso neg ), a LysoTracker low (Lyso low ) and a LysoTracker high (Lyso high ) population ( Figure 1A). At all time-points analyzed, the Lyso high population was decreased in number, with the greatest decrease registered at days 7 and 14, when AEC2 injury was maximal [43,44]. This was paralleled by a proportional increase in the Lyso low population that reached a maximum increase at the same time points ( Figure 1B). The time-course analysis of the population dynamic showed that Lyso high and Lyso low populations behaved complementary to each other, with a maximum relative change at day 7 and a partial recovery by days 21 and 28. The paired analysis of the log odds ratio of the Lyso high and Lyso low populations (log Lyso high /Lyso low ) further supported our conclusion that the difference between the two populations was maximal in control samples and early time points but decreased significantly at days 7 and 14 (log value of zero) ( Figure 1D). Of note, LysoTracker uptake was not completely recovered at day 28, suggesting long-lasting alterations in cellular phenotype ( Figure 1B-D).

LysoTracker Uptake in Human Lung Epithelium
Next, we asked if the behavior of these populations is similar in the distal human donor and IPF lung. To that end, subpleural tissue from six donor and six end-stage IPF explanted lungs were dissociated into single-cell suspensions and analyzed by flow cytometry. The gating strategy was similar to that of the mouse lung, where the epithelium was identified as live CD45 − CD31 − EpCAM + cells (Supplemental Figure S2A). Fluorescenceminus-one (FMO) samples were used for appropriate gating (Supplemental Figure S2B). There was no statistically different proportion of epithelial cells between the groups (Supplemental Figure S2D). Similar to the mouse data, the proportion of IPF Lyso high cells was dramatically decreased compared to donors, from an average of 50.3% in donors to 10.1% in IPF. The Lyso low population behaved in a complementary fashion, increasing from an average of 15.2% in donors to 37.1% in IPF patients (Figure 2A     To further understand the identity of the Lyso high -and Lyso low -incorporating cells, we analyzed the expression of HTII-280, a well-known AEC2 marker, as a function of LysoTracker incorporation [45]. In addition to donor (n = 6) and IPF (n = 7) samples, COPD samples (n = 7) were added as non-IPF related controls. Quadrant gating of LysoTracker versus HTII-280 expression in the epithelial cell population, as in Figure 2A, led to the identification of four populations: Q1 (Lyso pos /HTII-280 neg ), Q2 (Lyso pos /HTII-280 pos ), Q3 (Lyso neg /HTII-280 pos ), and Q4 (Lyso neg /HTII-280 neg ) ( Figure 2C). In donor and COPD samples, the largest proportion of epithelial cells comprised bona fide AEC2s (Q2: 79.64% Donor and 67.39% COPD), which were Lyso pos /HTII-280 pos . In contrast, in the IPF samples, the proportion of Q2 cells was markedly reduced to an average of 14.33%, consistent with the well-established chronic injury of AEC2s characteristic of IPF. This decrease in Q2 was paralleled by a marked increase in Q1, which represents the Lyso pos /HTII-280 neg cells, from 5.12% in donor samples and 9.43% in COPD samples to 47.73% in IPF ( Figure 2D,E). Populations Q3 and Q4 were not significantly altered in all comparisons, with the exception of a slight but statistically increase in Q4 in the comparison of COPD and IFP samples (Supplemental Figure S2E). The analysis was very consistent from patient to patient, with some variability noted in the Q4 (Lyso neg /HTII-280 pos ) population, as shown in Supplemental Figure S2F.
At a first glance, the gating strategy suggests that the Q2 population consists mostly of Lyso high cells, while the Lyso low cells belong to Q1. Thus, we compared the mean fluorescence intensity (MFI) of the LysoTracker-incorporating populations Q1 and Q2, which showed a constant and statistically significant increase in LysoTracker incorporation in Q2 compared to Q1, demonstrating that Q2 comprises mostly Lyso high cells and Q1 comprises mostly Lyso low cells. This difference was maintained in all three groups, regardless of their disease status ( Figure 2F), suggesting that these two parameters define two distinct cellular states and, in this regard, functionally homogeneous populations ( Figure 2G,H). Taken together, our data suggest the existence of two distinct epithelial populations with distinct LysoTracker uptake characteristics that vary in an inversely correlated manner, suggestive of compensatory behavior in IPF patients compared to donors. Moreover, the Lyso high population is marked by the well-established HTII-280 antibody, confirming its bona fide AEC2 identity.

Surfactant Protein Expression Defines Two Populations of AEC2s in Donor and IPF Lung
Surfactant protein production, processing and secretion is the most defining characteristic of AEC2s. Thus, we asked what the pattern of proSPC expression is in relation to HTII-280. To that end, following the usual cell surface staining (CD45, CD31, EpCAM, and HTII-280), the same six donor and six IPF single-cell preparations used in the previous analysis were fixed, permeabilized, and stained intracellularly with a proSP-C specific antibody. Because the LysoTracker signal is lost during the fixation process, we relied on HTII-280 reactivity for the identification of the bona fide AEC2s (DAPI neg CD45 neg CD31 neg EpCAM pos HTII-280 pos ). Analysis of HTII-280 vs. proSPC expression in these samples resulted in four populations: Q1 (proSP-C pos /HTII-280 neg ), Q2 (proSP-C pos /HTII-280 pos ), Q3 (proSP-C neg /HTII-280 pos ) and Q4 (proSP-C neg /HTII-280 neg ) ( Figure 3A and Supplemental Figure S3A,B). Similar to the Lyso/HTII-280 analysis (Figure 2), donor bona fide AEC2s (Q2, proSP-C pos /HTII-280 pos ) were the highest represented population (Q2 = 66.7%) and their proportion was markedly decreased to 6.75% in IPF samples ( Figure 3B). Moreover, a population that was HTII-280 neg but expressed lower levels of proSP-C than Q2 was present in both patient groups, and it was markedly increased in IPF (donor Q1 = 17.31% vs. IPF Q1 = 33.84%, Figure 3B,C). Confirming previously known data, analysis of the amount of proSP-C expressed, as measured by the proSP-C MFI of each population, showed that in IPF the bona fide AEC2s (Q2) expressed significantly less proSP-C compared to donors. However, the Q1 (proSP-C pos /HTII-280 neg ) population, which was increased proportionally in IPF patients, did not differ in the amount of proSP-C expressed ( Figure 3B-D). This suggests that, while in IPF the number and SP-producing function of AEC2s is de-creased, the potentially compensatory proSP-C low HTII-280 neg (Q1) population expresses lower levels of proSP-C. Additionally, there was a statistically significant increase in the proSP-C neg HTII-280 neg (Q4) population, which suggested the increased presence of non-AEC2 cells in the distal IPF lung ( Figure 3D). The Q3 population, representing proSP-C neg HTII-280 pos cells was negligible and did not vary significantly with the disease state (Supplemental Figure S3C). a population that was HTII-280 neg but expressed lower levels of proSP-C than Q2 was present in both patient groups, and it was markedly increased in IPF (donor Q1 = 17.31% vs. IPF Q1 = 33.84%, Figure 3B,C). Confirming previously known data, analysis of the amount of proSP-C expressed, as measured by the proSP-C MFI of each population, showed that in IPF the bona fide AEC2s (Q2) expressed significantly less proSP-C compared to donors. However, the Q1 (proSP-C pos /HTII-280 neg ) population, which was increased proportionally in IPF patients, did not differ in the amount of proSP-C expressed ( Figure 3B-D). This suggests that, while in IPF the number and SP-producing function of AEC2s is decreased, the potentially compensatory proSP-C low HTII-280 neg (Q1) population expresses lower levels of proSP-C. Additionally, there was a statistically significant increase in the proSP-C neg HTII-280 neg (Q4) population, which suggested the increased presence of non-AEC2 cells in the distal IPF lung ( Figure 3D). The Q3 population, representing proSP-C neg HTII-280 pos cells was negligible and did not vary significantly with the disease state (Supplemental Figure S3C).   Although characteristic for the alveolar epithelium, expression of proSP-C and proSP-B has been previously noted in the non-alveolar compartment of the human lung. However, only AEC2s have the unique ability to process and secrete the mature forms (mSP-C and mSP-B). Thus, we analyzed the expression of mature SP-B (mSP-B) by intracellular staining of the same donor (n = 6) and IPF (n = 6) samples as in the previous analyses in conjunction with the usual cell surface markers. Similar to the proSP-C data, mSP-B was expressed in the majority of the bona fide AEC2s (Q2: HTII-280 pos mSP-B pos ) in both donor and IPF, and their proportion was drastically reduced in IPF ( Figure 3E,F and Supplemental Figure S3D). However, the IPF Q1 (HTII-280 neg mSP-B pos ) population expressed higher levels of mSP-B than donor Q1, suggesting an upregulation of the surfactant processing ability in this population in disease conditions. Of note, the expression level of mSP-B in Q1 of IPF remained below that of Q2 (HTII-280 pos mSP-B pos ), suggesting a distinct functional state of this population ( Figure 3E-H). Similar to the proSP-C data, there was no significant change in the proportion of the Q3 (HTII-280 pos mSP-B neg ) population but there was a significant increase in Q4 (HTII-280 neg mSP-B neg ) cells.
Throughout our analysis, we noticed very consistent similarities among the Lyso-Tracker, proSP-C and mSP-B expression pattern in relation to HTII-280: the Q1 and Q2 populations behaved similarly in all samples in each analysis. The co-staining of LysoTracker with intracellular markers is technically not feasible because of the loss of LysoTracker fluorescence during the fixation/permeabilization process necessary for intracellular staining. However, comparative and concomitant analysis of the Q1-Q4 profile with the three markers in the same donor (n = 6) and IPF (n = 6) patient samples showed that the proportion of cells belonging to Q1-4 in each population was very similar in the three parallel analyses ( Figure 4A). This suggested, in a correlative manner, that the Q1 population represents a Lyso low , proSP-C low , mSP-B low population of AEC2-like cells while the Q2 population represents the Lyso high , proSP-C high , mSP-C high population of bona fide AEC2s. To confirm the existence of mSP-B expressing cells outside of the LysoTracker-incorporating compartment, donor and IPF peripheral lung tissue sections were co-stained for mSP-B and ABCA3, a protein specifically expressed in the lamellar bodies of mature AEC2s. Indeed, in the donor lung, mSP-B was present in almost all ABCA3-expressing AEC2s, while in IPF extensive epithelial areas (identified morphologically) were characterized by mSP-B expression in the absence of ABCA3 ( Figure 4B). The expression of LysoTracker and proSP-C was very consistent within each patient group (Do vs. IPF and Supplemental Figure S4). However, the intensity of the mSP-B staining was highly variable within the same patient group, suggesting the existence of a variable mSP-B processing capacity ( Figure 4A and Supplemental Figure S4A). To confirm that the variable processing ability of AEC2 cells was not an artefact of the cell isolation procedure, donor (n = 4) and IPF (n = 4) paraffinembedded tissue sections were co-stained for proSP-B and mSP-B, and the fluorescence intensity of each was quantified. A linear regression analysis showed that the processing ability of each sample, represented by the regression's slope, was variable within each group, but an overall flattening of the slope was noted between IPF and donor samples. Moreover, the two values yielded were positively correlated in most donor samples (positive R 2 values), but this correlation was lost in three out of the four IPF samples (R 2 = 0, Figure 4C,D). When analyzing the spatial distribution of the two signals, we noticed that in donors they were tightly co-expressed ( Figure 4D upper panels), but in IPF there was a heterogeneous distribution of the areas of mature and proSP-B co-localization (particularly in non-affected areas, Figure 4D panels in rows 2 and 4) and areas where the mSP-B was low or absent in cells that expressed the pro forms ( Figure 4D-panels in row 3). Together, these data show that while it is variable in donor samples, mSP-B processing ability is decreased in IPF. signals, we noticed that in donors they were tightly co-expressed ( Figure 4D upper panels), but in IPF there was a heterogeneous distribution of the areas of mature and proSP-B co-localization (particularly in non-affected areas, Figure 4D panels in rows 2 and 4) and areas where the mSP-B was low or absent in cells that expressed the pro forms ( Figure  4D-panels in row 3). Together, these data show that while it is variable in donor samples, mSP-B processing ability is decreased in IPF.

Transcriptional Characterization of the IPF Lyso low Population
Given the recent single-cell NGS data that identified the existence of transitional AEC2 states with distinct transcriptomic signatures in normal and IPF lungs [28][29][30][31]46], we asked if the Lyso low population in IPF, which has an intermediate expression profile in terms of LysoTracker and surfactant protein expression, resembled any of the previously mentioned intermediate populations. Thus, we used microarray analysis to compare the transcriptomic profile of eight FACS-sorted donor Lyso pos AEC2s, composed, in the majority, of Lyso high cells (see Figure 2A), and Lyso pos cells from six IPF lungs, consisting, in the majority, of Lyso low cells (Figures 2A and 5A). Principal component analysis of the data showed the lack of variance between the two groups (Supplemental Figure S5A), suggesting great similarities between the two populations. However, in this analysis, 612 genes were upregulated (LFC > 2) and 1382 genes were downregulated (LFC < −2) in IPF Lyso pos compared to donor Lyso pos AEC2s. Interestingly, the first 50 upregulated genes in the Lyso pos population of IPF patients included several genes known to be upregulated in IPF while several surfactant-related genes were noted in the 50 most downregulated genes ( Figure 5B and Supplemental Figure S5B). Validating our data, KEGG analysis identified metabolic pathways and pathways related to protein synthesis/processing and oxidative phosphorylation as being the most significantly downregulated pathways in IPF ( Figure 5C). To determine the phenotype of the Lyso pos IPF population, we superimposed the transcriptomic signatures of several relevant cell types from two recent publications onto our differentially expressed gene expression data [29,31]. First, we defined the signatures of all relevant cell types in each data set using the first 30 most differentially expressed genes for each cell type: AEC2, signaling AEC2, basal, differentiating and proliferating basal, AEC1, ciliated and club cells (Travaglini et Figure 5E and Supplemental Figure S5C,D). Taken together, this data demonstrates that the Lyso pos population in IPF most likely represents a heterogeneous population of basal-derived cells with the common property of surfactant protein B and C expression but lacking a mature surfactant processing compartment necessary to compensate for the surfactant defects known to occur in IPF.

Basal Cell Marker Expression in Donor and IPF Lung
Our data, in consensus with the existing literature, suggested an increase in basal and aberrant basaloid cells in the distal lung epithelium of IPF patients, which have, in the past, been identified by their intracellular expression of cytokeratin 5 (CK5, the protein product of KRT5 mRNA) or cell surface expression of NGFR [47,48]. First, we determined by flow cytometry the expression of the CK5 protein in the epithelial compartment of six donor and six IPF lungs. Of note, CK5 expression as a function of HTII-280 demonstrated that HTII-280 pos cells did not express CK5 in donor or IPF lung, and the CK5 upregulation was strictly limited to the HTII-280 neg compartment ( Figure 6A and Supplemental Figure S6A). Indeed, the number of CK5 pos cells was greatly increased in the epithelial compartment of IPF lung (average Q3 = 37.86%) compared to donor lung (average Q3 = 12.15% Figure 6A,B and Supplemental Figure S6B). We also determined, in a similar manner, the cell surface expression of NGFR in six donor and six IPF lung cell preparations ( Figure 6C,D and Supplemental Figure S6C,D). While the number of NGFR pos cells also increased significantly in proportion in IPF compared to donor epithelial cells (average 20.1% IPF vs. 3% donor), their proportion was much lower than that of CK5 pos cells in both groups (donor and IPF), suggesting the existence of a population of CK5 pos cells that do not express NGFR. Of note, in our transcriptomic analysis, NGFR showed levels of expression in both AEC2 populations below the threshold above which a gene was considered to be expressed ( Figure 6B and Supplemental Figure S6B). We next asked if the expression of the two markers defines distinctly localized populations of epithelial cells in either donor and/or IPF lung. Thus, we analyzed by immunofluorescence staining the pattern of expression of CK5 and NGFR together with the AEC2 marker ABCA3 in six donor and six IPF lung samples. Representative confocal images ( Figure 6E) show that, in both donor and IPF lungs, ABCA3expressing AEC2s expressed neither CK5 nor NGFR, confirming the flow cytometry data in Figure 6A,C. Additionally, in donor's lung, extensive areas of basal cells were labeled with either CK5 alone or co-expressed with NGFR (CK5 pos NGFR pos cells) in a clonal fashion. In the IPF lung, CK5 pos NGFR pos cells were found in either normal-appearing basal cells in the conducting airways or in the simple or pseudo-stratified epithelium lining epithelial cysts in distal fibrotic areas. CK5 pos NGFR neg cells were present, predominantly as highly metaplastic areas in the fibrotic distal lung ( Figure 6D). Together, these data demonstrate that NGFR expression can differentiate two populations of CK5 pos basal cells with different behavior in IPF.

CD24 Upregulation in IPF
CD24 was identified as a cell surface marker highly expressed by aberrant basaloid cells [31] and in the KRT5-/KRT17+ intermediate cells [32] ( Figure 7A and Supplemental Figure S7A). In our transcriptomic analysis, CD24 was also markedly increased in IPF Lyso low cells (LFC =2.92, LOG(p) = 3.1). To determine which epithelial cells express CD24, we stained four donor and three IPF lung cell preparations with the usual cell surface markers in combination with a CD24 antibody, and its expression was analyzed in the epithelial compartment as a function of LysoTracker uptake. In donor epithelial cells, the proportion of CD24 pos cells was very small (average 1.4% in Lyso high and 3.41% in Lyso low population), but its expression was markedly increased in both IPF Lyso high and Lyso low populations (average 15.2% and 28.5% respectively, Figure 7B   proportion of CD24 pos cells was very small (average 1.4% in Lyso high and 3.41% in Lyso low population), but its expression was markedly increased in both IPF Lyso high and Lyso low populations (average 15.2% and 28.5% respectively, Figure 7B-D; individual patient data in Supplemental Figure S7B,C). Given the basal/AEC2 profile of the Lyso low CD24 pos population suggested by our transcriptomic data, our cell surface expression analysis allows us to speculate that the CD24 pos Lyso low cells might represent a sub-population of an IPFspecific intermediate cell type.

Discussion
Here we provide an in-depth phenotypical analysis of human alveolar epithelial cells isolated from donor and end-stage IPF explanted lungs. In doing so, we identify two populations that differ markedly in their ability to process and secrete surfactant, the defining differentiated function of AEC2s. During bleomycin-induced lung fibrosis, the two populations vary in complementary directions, suggestive of correlative behavior. Comparing the transcriptome of the IPF and donor Lyso pos populations in human lung, we determine that the IPF Lyso pos population co-expresses markers of basal and AEC2 lineages. We further confirm by flow cytometry and immunofluorescence analysis the CK5 pos cell expansion in IPF and show that CK5 and NGFR expression define two distinct basal cell populations with differential behavior in IPF.
CD24 is a widely expressed glycophospholipid (GPI)-anchored cell surface protein localized to lipid rafts with a versatile signaling ability through cis-and trans-association with various transmembrane receptors [49]. Its epithelial expression was recently identified as the core of the ligand-receptor interactome in the development of human lung adenocarcinoma [50]. Interestingly, in ovarian and breast cancer, CD24 functions as a checkpoint inhibitory molecule, mediating macrophage-phagocytosis evasion through its interaction with Siglec 10 [51]. In IPF, its expression is specifically increased in aberrant epithelial cells, ionocytes, and pulmonary neuroendocrine cells [30][31][32]. Our data confirm the increased cell-surface expression of CD24 in the intermediate Lyso low population in IPF, thus offering a potential cell surface marker to sub-type, together with LysoTracker incorporation, various populations of epithelial cells in donor and IPF lung. A possible correlation between CD24 expression and the well-documented increase in lung adenocarcinoma development in IPF patients is intriguing and remains to be addressed experimentally [50].
The emergence of single-cell transcriptomics led to the in-depth profiling of already known populations of cells and the identification of other novel populations in the mouse and human lung [27,[29][30][31][32]52]. Recent landmark papers led to the identification of epithelial populations with an intermediate transcriptomic signature in the IPF lung. First, a population of cells with an "intermediate phenotype" that resembled the transcriptomic profiles of both AEC2s and basal cells was identified by Xu et al. [28]. Recently, a similar population of cells specific for IPF called aberrant basal cells was described by Reyfman et al. and by Adams et al. [30,31].
Similarly, we find that the Lyso pos population in IPF expresses several markers defining these intermediate populations. Characteristic markers, such as KRT5, 15 and 17, ITGA2, Sox4, Sox9, and CD24, are expressed at high levels, together with the AEC2 genes SFTPB and C. Genes involved in surfactant protein processing and secretion are also expressed in the IPF Lyso pos population, although they do not reach the level of expression of the donor AEC2s, which correlates well with the low and intermediate levels of LysoTracker incorporation in this population. Interestingly, two genes defining the AEC2 cell fate, ETV5 and SOX9, are also expressed in the IPF Lyso pos population, but while SOX9 is expressed at levels exceeding that of bona fide AEC2s, ETV5 expression is much lower, suggesting that they regulate different aspects of the IPF alveolar epithelial fate. Indeed, SOX9 is crucial for mouse and human distal lung epithelium specification [53][54][55][56], while ETV5, acting downstream of SOX9 [56][57][58][59] and FGF signaling [60,61], is crucial for AEC2 fate maintenance and is downregulated in transitional states, such as the AEC2 to AEC1 transition [61]. Interestingly, a recent paper identified a population with similar characteristics in the mouse lung [62]. Lineage tracing of alveolar epithelial cells using the SFTPCcreER/Rosa26 TdTomato double transgenic mice revealed a TdTomato low population of cells which express low levels of the AEC2 markers proSP-C, etv5 and Fgfr2b that has progenitor cell properties. This suggests that a similar population with intermediate AEC2 characteristics and progenitor properties exists in the mouse lung, which is supported by our data showing the maximum expansion of the Lyso low population at the peak of epithelial proliferation (day 14) following bleomycin injury.
There are multiple circumstances that require the transition through an intermediate fate. First, it has been shown that multiple progenitors can participate in the repair of the alveolar epithelium [63]. It is, thus, conceivable that they converge on a common intermediate state on their way to becoming fully differentiated AEC2s. Second, aberrant progenitors, that in a normal state do not participate in alveolar repair, can be recruited when the local progenitor pool is exhausted, as is the case in the IPF lung, converging towards the same intermediate fate. Third, AEC2 divergent intermediate fates could also emerge, such as (1) AEC2s differentiating into AEC1s [43], (2) AEC2s de-differentiating in order to assume a progenitor function [22] or (3) AEC2s that temporarily limit their differentiated function to allow recovery from injury. Thus, although the Lyso low population appears homogeneous from a phenotypic perspective, as seen by the surfactant protein expression and LysoTracker incorporation, one cannot exclude that it might represent a lineage-diverse population. Based on our data, we propose that the Lyso low population represents a stable cellular state on the way to or from a mature AEC2, rather than a particular cell type. Our population level transcriptomic analysis does not allow us to draw conclusions about the lineage composition or transcriptomic heterogeneity of the Lyso low population, but flow cytometry analysis offers a modality of isolating cells in this intermediate state for further analysis.
In conclusion, we show that LysoTracker incorporation defines two cellular states in donor and IPF distal epithelial lung, with the Lyso high state representing bona fide AEC2s and the Lyso low state characterizing an intermediate cell population displaying both basal and AEC2 characteristics.  Table S1: Important materials; Table S2: Antibodies used in experiments.