Chronic obstructive pulmonary disease (COPD) ranks as the third leading cause of mortality and is projected to account for over a billion deaths by the end of the twenty-first century (GBD Chronic Respiratory Disease Collaborators, 2020; Findings from the Global Burden of Disease Study 2017, 2019; Laniado-Laborín, 2009). Currently, there are no treatment options to reverse emphysema, the most clinically significant variant of COPD, which often is progressive despite smoking cessation (Bhavani et al., 2015; Anthonisen et al., 2002).

Inhalation of fine particulate matter smaller than 2.5 microns (PM2.5) found in outdoor and indoor air pollution as well as tobacco smoke are risk factors for COPD development (Adeloye et al., 2022; Eisner et al., 2010; Hu et al., 2010). We have previously shown that nano-sized carbon black (nCB), a noxious chemical constituent of PM2.5 found in the lungs of smokers, activates macrophages and dendritic cells orchestrating a pathogenic T cell-dependent inflammatory response and emphysema in mice (Lu et al., 2015; You et al., 2015; Shan et al., 2009; C.-Y. Chang et al., 2022).

Research over the last decade has pointed to the importance of dysfunctional inflammatory T cells in human COPD lung tissue and animal models of emphysema (Grumelli et al., 2004; Xu et al., 2012; Williams et al., 2021). Aberrant T cells are implicated in impaired host defense, exaggerated inflammation, and loss of self-tolerance in COPD (Williams et al., 2021; Chen et al., 2023; Hogg et al., 2004; Maeno et al., 2007; Xu et al., 2012). In this regard, we and others have demonstrated the role and pathogenicity of activated IFN-γ and IL-17-secreting subsets of CD4+ and CD8+ T lymphocytes including Th1, Th17, and Tc1 cells in clinical isolates and in mice with COPD (Lu et al., 2015; You et al., 2015; Shan et al., 2009; S.-H. Lee et al., 2007; Kheradmand et al., 2023). The IL-17-secreting Th17 cells are particularly important as they promote the destruction of lung epithelium and recruitment of macrophages and neutrophils which then release proteolytic enzymes such as matrix metalloproteinases (MMPs) involved in the degradation of the lung structural matrix (Barnes, 2016; Hoenderdos & Condliffe, 2013). We previously demonstrated that intranasal inhalation of nCB in mice is sufficient to induce emphysema by stimulating T cell activation by dendritic cells and macrophages in mice. Moreover, we found that genetic ablation of IL-17a can attenuate nCB- or cigarette smoke-induced alveolar destruction and airway inflammation (Shan et al., 2012; You et al., 2015). More recently, IL-17A and IL-17F secreting CD8+ T cell (Tc17) subpopulation has been shown to play a critical role in the pathogenesis of several autoimmune and inflammatory disorders (Globig et al., 2022; Huber et al., 2013; Srenathan et al., 2016).

Both Th17 and Tc17, require the fate-deterministic transcription factor RAR-related orphan receptor gamma t (RORγt, encoded by Rorc) for differentiation and production of IL-17a (Ivanov et al., 2007). RORγt is the best-studied positive transcriptional regulator of IL-17a and IL-17f (Ivanov et al., 2006). In accordance with the importance of IL-17a transcription, RORγt expression has also been reported to be elevated in COPD patients and in mouse models of COPD (Chu et al., 2011; Li et al., 2015). However, the upstream pathophysiologic mechanisms that contribute to the induction of RORγt and differentiation of Tc17 cells in COPD have not been well elucidated.

We previously reported that miR-22 inhibits HDAC4, promoting antigen-presenting cell activation (APC) in the lungs and inducing Th17-mediated emphysema in response to CS or nCB in mice (Lu et al., 2015). Additional miRNAs that control APC and/or T cell driven IL-17a+ inflammation have been identified by others including the let-7 miRNA family (Mai et al., 2012; Angelou et al., 2020). MicroRNA expression-based studies have shown frequent downregulation of members of the let-7 miRNA family, including let-7a, let-7b, let-7c, let-7d, let-7e, and let-7f in human emphysematous lung tissue and in murine models of emphysema, but the mechanism(s) of action remain ill-defined (Christenson et al., 2013; Pottelberge et al., 2011; Conickx et al., 2017; Izzotti et al., 2009). Let-7 microRNA genes are encoded across eight loci either as single genes or as polycistronic clusters which have confounded their analysis in vivo (Rodriguez et al., 2004). Previous studies used Lin28b transgenic overexpression in T cells to block the maturation and processing of the let-7 miRNA family. They showed an inhibitory role of let-7 family in Th17-driven response in murine model of experimental autoimmune encephalomyelitis (EAE) (Angelou et al., 2020).

Here we found that let-7 miRNA, notably the let-7a3/let-7b and let-7a1/let-7f1/let-7d clusters, are suppressed in the T cells isolated from lungs of emphysema patients. Consistently, the analogous murine let-7b/let-7c2- (let-7bc2) and let-7a1/f1/d1- (let-7afd) clusters were similarly downregulated in pre-clinical emphysema models. We engineered mouse models with the specific loss-of-function (LOF) mutations of the let-7bc2 or let-7afd clusters (let-7bc2LOFand let-7afdLOF, respectively) in T cells as well as an inducible let-7g gain-of-function (GOF) (let-7GOF) model to determine the T cell-intrinsic role of let-7 miRNA in emphysema pathogenesis. Deletion of let-7 miRNA in T cells worsened alveolar damage elicited by inhalation of CS or nCB, and increased infiltration of immune cells in the airways, including IL-17-producing CD8+ T (Tc17) cells. Mechanistically, we found that let-7 controls type 17 differentiation by directly targeting the lineage-determining transcription factor, RORγt. In support of this conclusion, let-7GOF mice were resistant to nCB-mediated induction of RORγt and Tc17 responses. Thus, we show a previously unappreciated role for let-7 miRNA as a repressor of RORγt and a molecular brake to the IL-17a-mediated T cell inflammation in emphysema.


The let-7bc2- and let-7afd-clusters are downregulated in lungs and T cells in COPD

To explore the involvement of let-7 in emphysema, we scrutinized the genomic locations and transcriptional annotation of let-7 members frequently downregulated in lung T cells isolated from smoker’s lungs as well as mouse models of emphysema. This combined approach showed close linkage and high conservation of two Let-7 clusters encoded from long intergenic non-coding RNA (linc)-like precursors in humans and mice (Figure 1A). To shed light on whether these Let-7 clusters are downregulated in patients with COPD, we analyzed a published (GSE57148) lung RNA-seq dataset obtained from COPD (N=98 and control (N=91) subjects (Kim et al., 2015). Our analysis identified significant downregulation of the Mirlet7ahg and Mirlet7bhg gene cluster transcripts in COPD compared to control subjects (Figure 1B). We carried out quantitative PCR (qPCR) detection of Let-7a, which is encoded by both clusters, in lung tissue samples of smokers with emphysema and non-emphysema controls, detecting significant downregulation of Let-7a in emphysema samples relative to controls (Figure 1C). Because Let-7 has been shown to participate in IL-17+ T cell responses (Angelou et al., 2020; Guan et al., 2013; Newcomb et al., 2015), we next sought to determine if the expression pattern of Mirlet7ahg and Mirlet7bhg-derived Let-7 members are impaired in purified CD4+ T cells from emphysematous lungs. In support of our original hypothesis, the CD4+ T cell expression of Let-7a, Let-7b, Let-7d, and Let-7f were all inversely correlated with more severe emphysema distribution in the lungs as determined by CT scan (Figure 1D).

Repression of Let-7 miRNA gene clusters in lung T cells from COPD patients and murine models of emphysema.

(A) Schematic representation of the polycistronic transcripts for the Let-7a1/Let-7f1/Let-7d- and Let-7b/Let-7a3-clusters in humans and let-7a1/let-7f1/let-7/d- and let-7b/let-7c2-clusters in mice. (B) in silico analysis of Mirlet7a1hg and Mirlet7bhg from the publicly available lung transcriptome dataset from RNA-seq of COPD and control patients (GEO: GSE57148). (C) Quantitative RT-PCR (qPCR) of mature Hsa-Let-7a from resected lung tissue of COPD (n=15) and control subjects (n=11). (D) qPCR and regression analysis of Hsa-Let-7a, Hsa-Let-7b, Hsa-Let-7d, and Hsa-Let-7f expression to emphysema severity score based on CT: 0=no, 1=upper lobes only, 2=upper/middle lobes, 3=extensive pan lobular emphysema (n=19). (E) Schematic diagram of experimental emphysema in mice induced by either intranasal (i.n.) instillation of nCB or exposure to CS by whole-body inhalation (w.b.i.). (F-H) qPCR analysis for pri-let-7a1/f1/d and pri-let-7b/c2 from lung tissue or lung-derived CD8+ and CD4+ T cells of mice with emphysema elicited by (F) nCB- or (G-H) CS (n=3-6 per group). Data are representative of three independent experiments displayed as mean±SEM. Mann-Whitney (B,C) or Student’s t-test (F,G,H). *p < 0.05, **p < 0.01, ***p <0.001, ****p<0.0001.

Next, we elucidated let-7a1/let-7f1/let-7d- and let-7b/let-7c2-clusters expression (herein referred to as let-7afd and let-7bc2 respectively) in murine models of CS- or nCB-induced emphysema respectively (Figure 1E). Paralleling our observations in human COPD and emphysema, mice with CS- or nCB-induced emphysema exhibited reduced expression levels of pri-let7afd and pri-let7bc2 transcripts in the lung and from isolated lung CD4+ and CD8+ T cells (Figure 1F,G,H). Collectively, our expression results indicate suppression of let-7afd and let-7bc2- clusters in the lung and T cells in human and pre-clinical models of emphysema.

Conditional deletion of the let7bc2-cluster in T cells enhances nCB- or CS-induced emphysema

To investigate the in vivo requirement of the let-7bc2-cluster within T cells, we generated conditional ready floxed mice (let-7bc2flox/flox). We then crossed let7-bc2flox/flox mice with CD4-Cre mice to generate let-7bc2flox/flox; CD4-Cre LOF mice (denoted as let-7bc2LOF mice hereafter) (Figure 2A). This approach allowed us to conditionally delete the let-7bc2 cluster in all T cells derived from the CD4+CD8+ double-positive (DP) stage (P. Lee et al., 2001; Shi & Petrie, 2012). We confirmed that let-7bc2LOFmice exhibit robust conditional deletion of the let-7bc2 cluster in DP thymocytes and peripheral CD8+ T and CD4+ T cells (Figure 2B and data not shown). Our let- 7bc2LOF adult mice were born at the expected Mendelian frequency and did not show any overt histopathologic or inflammatory changes in lungs histopathology up to 1 year of age in comparison to let-7bc2f/f control mice (Figure 1-figure supplement 1A,B,C,D and data not shown). Furthermore, quantification of major immune populations and T cell subsets by flow cytometry in let-7bc2LOF were comparable to control mice under baseline conditions and with moderate aging (Figure 1-figure supplement 1A,B,C,D).

Deletion of the let7bc2 cluster in T cells enhances nCB- or CS-triggered emphysema.

(A) Schematic representation of CD4-Cre (let-7bc2LOF) or let-7bc2f/f (Control) mice. (B) qPCR analysis of pri-miRNA transcript for pri-let-7bc2 from flow-sorted live, TCRβ+, CD4+CD8+ double-positive (DP) thymocytes of control and let-7bc2LOF mice (n=3-5 per group). (C-G) Control and let-7bc2LOF mice were exposed to vehicle (PBS) or nCB for 4 weeks, or alternatively air or cigarette smoke by whole body inhalation of cigarette smoke (CS) for 16 weeks. (C) Representative H&E stained lung sections from PBS-, nCB-, or CS-exposed mice as indicated on each panel (x20 magnification; scale bars, 50µm). (D-E) Mean linear intercept (MLI) measurement of lung morphometry. (F) Total and differential cell counts from bronchoalveolar lavage (BAL) fluid from controls and nCB-emphysemic mice (n=4-7 per group). (G) Mmp9 and Mmp12 mRNA expression from BAL cells of air- and smoke-exposed control and let-7bc2LOF mice (n=4-6 per group). Data are representative of at least three independent experiments displayed as mean±SEM using Student’s t-test (B) or two-way ANOVA with post-hoc Tukey correction (D,E,F,G). *p < 0.05, **p < 0.01, ***p <0.001, ****p<0.0001.

We next exposed let-7bc2LOF and let-7bc2f/f control mice to nCB or CS and examined the lungs under the context of experimental emphysema. Histomorphometry measurements of mean linear intercept (MLI) from hematoxylin and eosin (H&E)-stained sections revealed that the enlargement of alveolar spaces sustained from either nCB- or CS-exposure was exaggerated in let-7bc2LOF mice relative to controls (Figure 2C-E). Chronic inflammation in emphysema is characterized by the recruitment of macrophages and neutrophils to the lung tissue and airways (Peleman et al., 1999; Senior & Anthonisen, 1998). Internally consistent with MLI measurements, let-7bc2LOF mice treated with nCB showed significantly increased airway infiltration of macrophages and neutrophils in BAL fluid as compared to wild-type control animals (Figure 2F). Concomitant with these findings, expression levels of Mmp9 and Mmp12, which are secreted by macrophages and neutrophils to degrade elastin and mediate alveolar damage, were elevated in airways of let-7bc2LOF mice exposed to CS versus controls (Figure 2G). Collectively, our data suggests that the let-7bc2-cluster within T cells protects by dampening airway destruction and inflammation because the absence of this cluster worsens the severity of experimental emphysema in mice.

The let-7bc2 miRNA cluster negatively regulates TC17 inflammation in emphysema

We sought to identify the T cell-intrinsic mechanisms that underlie the exaggerated inflammation observed in emphysematous let7bc2LOF mice. We focused on the IL-17-mediated T cell response because it promotes neutrophil and macrophage recruitment in the lungs (Beringer et al., 2016; Veldhoen, 2017; Shan et al., 2012). Previously, we established the induction of CD4+IL17+ (Th17) cells along with CD4+IFNg+ (Th1) cells in mice with chronic nCB exposure (You et al., 2015), however whether nCB similarly induces CD8+IL17a+ T cells (Tc17) or cytotoxic T cells (Tc1) had not been studied. The flow cytometric profiling of lung T cells revealed enriched proportions and counts of Tc1 and Tc17 cells in mice with nCB-emphysema and we confirmed the induction of Th17 and Th1 cells (Figure 3A-B control PBS and control nCB). These findings suggests that nCB elicits both the type 17 and type 1 T cell responses, consistent with CS and elastase pre-clinical models of emphysema (Zhang et al., 2019).

In vivo T cell ablation of the let-7bc2-cluster enhances Tc17 inflammatory response to nCB-emphysema.

Representative flow plots with percentage and counts of live TCRβ+ (A) CD8+IL-17a+ and CD8+IFNγ+, (B) CD8+IFNγ+GzmA+, (C) CD4+IL-17a+ and CD4+IFNγ+, and (D) CD4+ Foxp3+CD25+ cells from the lungs of control PBS vehicle- (n=5-6), control nCB- (n=6), and let-7bc2LOF nCB- exposed mice. Data are representa-tive of three independent experiments displayed as mean±SEM using ANOVA with post-hoc Sidak correction. *p < 0.05, **p < 0.01, ***p <0.001, ****p<0.0001.

We next interrogated the regulatory role of the let-7bc2-cluster in the type 17 and type 1 responses generated from exposure to nCB. Interestingly, let-7bc2LOF mice showed increased CD8+IL17a+ Tc17 cells relative to nCB control animals. In contrast, CD8+IFN+ and GZMA+ Tc1 populations remained unperturbed with absence of the let-7bc2 cluster, suggestive of a more refined regulatory role on Tc17 differentiation (Figure 3A-B). There were no significant differences in either Th1 or Th17 cells when comparing nCB-treated let-7bc2LOF to wild-type controls, indicating the let-7bc2 cluster was dispensable for their generation (Figure 3C). Regulatory T cells form a dynamic axis with Tc17/Th17 cells and act as a counterbalance to lung inflammation in emphysema (Duan et al., 2016; Jin et al., 2014). Therefore, we examined whether Tc17 cell alterations were driven by the let-7bc2 cluster acting on regulatory T cells (Tregs). The let-7bc2LOF mice showed no significant difference in Tregs subset relative to controls in our model (Figure 3D). Together, our data support the notion that deletion of the let-7bc2-cluster is insufficient to provoke Tc17 cell generation under homeostatic conditions. However, under the context of chronic inflammation in emphysema, the loss of let-7bc2-cluster is intrinsic for the potentiation of T cells towards Tc17 differentiation.

The let-7 family directly inhibits RORγt expression governing Tc17 differentiation in emphysema

We utilized the TargetScan predictive algorithm to identify putative let-7 microRNA targets that are known to control the IL-17-mediated T cell response (Agarwal et al., 2015). This analysis revealed that the 3’UTR region of Rorc, encoding RORγt, contains an evolutionarily conserved and complementary motif for the let-7 miRNA family (Figure 4A). Thus, we examined if let7bc2- cluster loss in T cells would stimulate and enhance RORγt. Initially, we carried out flow cytometric quantification for RORγt in thymocyte, splenic, and lung T cells of naïve control and let7bc2LOFmice up to 6-months of age. Our interrogation of RORγt mean fluorescent intensity (MFI) by flow cytometry showed induction of RORγt in single-positive CD8+ and CD4+ thymocytes, as well as peripheral splenic CD8+ and CD4+ T cells (Figure 4B). However, RORγt levels appeared unchanged in purified lung CD8+ T cells and CD4+ T cells of naive let-7bc2LOF mice, alluding to a compensatory effect in homeostatic lung T cells (Figure 4B). Since we and others have shown that miRNAs are frequently associated with stress-dependent phenotypes, we posited that emphysematous let-7bc2LOFT cells are poised towards induction of RORγt and production of IL17+ subsets after challenge with nCB. Indeed, nCB-emphysematous let-7bcLOFmice exhibited enhanced RORγt protein levels in both CD8+ and CD4+ T cells relative to control mice with emphysema (Figure 4C).

Deletion of either the let7bc2- or let7afd-cluster in T cells enhances RORγt expression in vivo.

(A) Left: Schematic representation of the murine Rorc 3’UTR with let-7 miRNA binding sites as identified by TargetScan. Right: Schematic of a conserved let-7 miRNA target sequence in the 3’UTR of Rorc. (B-C) Flow analysis of RORγt expression by MFI quantification in live TCRβ+CD8+ or CD4+ T cells from indicated tissues of (B) naïve control and let-7bc2LOF mice or (C) nCB-treated lungs by representative flow plot and MFI quantification (n=5 per group). (D) RORγt expression by MFI quantification in naïve mice let-7afdLOF mice thymus, spleen, and lungs (n=3-4 per group), or (E) nCB- ex-posed lungs (n=5 per group). Data are representative of at least three independent experiments displayed as mean±SEM using student’s t-test. *p < 0.05, **p < 0.01, ***p <0.001, ****p<0.0001.

Because we had found that the let-7afd-cluster is downregulated in T cells isolated from COPD lungs in human and mice, and that the let-7 family operates with some functional redundancy, we generated mice with conditional deletion of the let7afd-cluster in T cells (let-7afdf/f; CD4-Cre). The let-7afdf/f; CD4-Cre (let7afdLOF) mice aged up to 6-months did not exhibit lung histopathology nor inflammatory changes (data not shown). Of particular interest, ablation of the let-7afd-cluster enhanced levels of RORγt in thymic and peripheral T cells of mice (Figure 4D). Overall, this indicates that independent let-7 clusters restrain RORγt expression levels from thymic development to peripheral T cells under homeostatic conditions. Next, we determined whether loss of let-7afd-cluster in T cells likewise sensitizes mice towards induction of RORγt in nCB-emphysema. Intranasal administration of nCB provoked increased RORγt expression in lung T cells of let-7afdLOFmice as compared to let-7afdf/f control mice (Figure 4E), supporting overlapping functionality between the let-7bc2 and let-7afd-clusters in repression of RORγt within T cells.

To confirm that the let-7 family negatively regulates Tc17 cell differentiation, at least in part, cell autonomously in CD8+ T cells, we purified naïve CD8+ T cells from let-7bc2LOF and control mice spleens and cultured these cells in vitro in the presence of Tc17 polarizing (TGFβ, IL-6, anti- IFNγ, IL-23, and IL-1β) or Tc1 polarizing (IL-2) conditions (Flores-Santibáñez et al., 2018). Our flow cytometric analysis confirmed the enhanced commitment of let-7-cluster deficient CD8+ T cells towards Tc17 cells and IL-17a+ production relative to control CD8+ T cells (Figure 5A-B). Moreover, enhanced Tc17 cell differentiation mirrored the increased IL-17a detected in the supernatant from in vitro polarized cells as quantified by ELISA (Figure 5C). Parallel assessment of Tc1 differentiation did not detect a difference in CD8+IFNγ+ cells (Figure 5A and Figure 5D). Altogether, these data recapitulated our in vivo findings that the let-7bc2 cluster negatively regulates Tc17 response but is dispensable in Tc1 cells. Finally, to determine whether Tc17 differentiation is likewise controlled by the let-7afd cluster, we cultured naive CD8+ splenocytes from let-7afdLOF and controls under Tc17 conditions. As we had observed with let-7bc2LOF, absence of the let-7afd cluster in T cells further enhanced differentiation towards Tc17 cells as quantified by flow cytometry and ELISA (Figure 5E-F).

Let-7 restricts Tc17 in vitro differentiation in part via direct targeting of Rorc mRNA.

(A) Representative flow plots of live TCRβ+ CD8+, IL-17a+ and IFNγ+ populations from Tc1 and Tc17 polarized naïve splenic CD8+ cells from control and let-7bc2LOF mice and (B) quantification of CD8+IL-17a+ cells (n=5 per group). (C) ELISA of IL-17a from the supernatant of Tc1 and Tc17 polarized control and let-7bc2LOF cells (n=5-6 per group). (D) Flow quantification of CD8+IFNγ+ populations in Tc1 and Tc17 polarized control and let-7bc2LOF cells (n=5 per group). (E) Representative flow plots of CD8+IL-17a+ population frequency in Tc17 polarized cells indicated mice, and (E) quantification of CD8+IL-17a+ cells from control and let-7afdLOF mice polarized under Tc1 or Tc17 conditions. (F) ELISA of IL-17a from control Tc1 (n=4), control Tc17 (n=4), and let-7afdLOF Tc17 (n=3) polarized cells. (G) Representative flow plot and quantification of RORγt from Tc0 or Tc17 differentiated naïve splenic CD8+ T cells isolated from control and let-7bc2LOF mice (n=5 per group). (H) Control (Rorc WT) or binding site mutant (Rorc Mut) 3’ UTRs of Rorc were cloned downstream of the renilla luciferase reporter. Plasmids were cotransfected with either a control-miR (black bars) or let-7b mimic (blue bars) duplex into cultured cells. Reporter activity was measured 24 hours after transfection and normalized to firefly activity. Data are representative of three independent experiments (A-G) or carried out in triplicate (H) and displayed as mean±SEM using student’s t-test. *p < 0.05, **p < 0.01, ***p <0.001, ****p<0.0001.

Next, we focused on Rorc as a potential direct target of let-7, which could mechanistically mediate enhanced Tc17 differentiation in let7bc2LOF mice. Towards this objective, tested whether let-7bc2LOFnaïve CD8+ T cells show elevated RORγt expression under either Tc0 or Tc17 differentiation conditions. In agreement with enhanced Tc17 differentiation, RORγt expression was differentially and significantly upregulated under both Tc0 and Tc17 differentiation conditions in let-7bc2LOF cells relative to controls (Figure 5G). To determine whether let-7 directly represses Rorc mRNA levels we cloned the 3’UTR of Rorc into luciferase constructs. These reporter assays with let-7b expressing cells independently confirmed that let-7b represses Rorc (Figure 5H, left). Furthermore, deletion of the putative let-7 binding sequence (Figure 4A) abrogated repression by let-7b (Figure 5H, right), thus confirming Rorc as a functional target of let-7 miRNA. Overall, these in vitro experiments readily recapitulated an upstream regulatory role for let-7 in Tc17 differentiation, mediated in part, via direct suppression of RORγt.

Enforced expression of let-7 tempers RORγt T cell expression levels in experimental emphysema

To explore a potential protective role of let-7 miRNA in experimentally induced emphysema, we generated mice which allowed for selective induction of let-7 activity in T cells using the published rtTA-iLet7 mice (Zhu et al., 2011; Belteki et al., 2005). We bred the rtTA-iLet7 mice to CD4-Cre (here in referred to as let-7GOF) to allow Cre-loxP/doxycycline dependent let-7g overexpression in thymic DP-derived T cells (Figure 6A). Steady-state let-7GOF and control (rtTA-iLet7) mice were examined for compromised RORγt protein levels within thymocytes and peripheral T cells. Providing further evidence of let-7-dependent regulation of Rorc, protein levels of RORγt were suppressed in CD8+ and CD4+ T cells of let-7GOF mice relative to controls (Figure 6B). To determine whether enforced expression of let-7 offered protection from experimental emphysema, let-7GOF and control mice were treated with nCB and then examined for changes in lung pathology and T cell type 17 responses. The let-7GOFmice did not exhibit any signs of lung inflammation or pathologic remodeling at baseline (Figure 6C-D and data not shown) Histopathologic analysis revealed a comparable degree of lung alveolar distension via morphometric measurements of MLI in nCB-treated let-7GOF mice versus controls suggesting that enforced let-7 expression is insufficient to protect the lung from emphysema (Figure 6C-D). On the other hand, evaluation of IL17+ response and RORγt levels in emphysematous lung T cells demonstrated that, in contrast to control nCB-treated mice, let-7GOF mice exhibited dampened lung Tc17 and Th17 cell populations and were resistant to the induction of RORγt after nCB-exposure (Figure 6F-6E). Taken together, our let-7 LOF and GOF models demonstrate the necessity and sufficiency of let-7 miRNA to act as a molecular brake to the type 17 T cell response through the direct regulation of RORγt, further our data suggests that nCB- or CS-mediated suppression of this braking mechanism furthers inflammation and exacerbates emphysema severity (Figure 6G).

Enforced let-7 expression in T cells restrains induction of RORγt and Tc17/Th17 inflammation in lungs of nCB-exposed mice.

(A) Schematic outlining our T cell-inducible let-7g mouse model (let-7GOF). (B) Flow analysis of RORγt expression in live, TCRβ+CD8+ or CD4+ T cells from (B) naïve control and let-7GOF mice in thymus, spleen, and lungs (n=3-5 per group). (C) Control and let-7GOF mice were treated with PBS vehicle or nCB then analyzed. Representative H&E-stained lung sections from PBS- and nCB-exposed mice as indicated on each panel (x20 magnification; scale bars, 50µm) (D) MLI measurements from indicated mice (n=5-6 per group). (E) Flow analysis of lungs gated on live TCRβ+ CD8+ or CD4+ cells for (E) IL-17a+ population frequency (n=3-4 per group) or (F) RORγt expression by representative flow plot and MFI quantification (n=4-5 per group). (G) Figure model for let-7/RORγt axis in emphysema pathogenesis. Data are representative of two or three independent experiments and displayed as mean±SEM using student’s t-test (B) or two-way ANOVA with Tukey’s multiple correction (C,D,E). *p < 0.05, **p < 0.01, ***p <0.001, ****p<0.0001.


MiRNA expression-based studies of COPD patients and mice exposed to CS have reported downregulation of let-7 miRNA expression in lung tissues (Conickx et al., 2017; Christenson et al., 2013b; Schembri et al., 2009). We and others explored the consequence of loss of let-7 expression/activity with synthetic oligonucleotides, sponges, lentiviral antisense knockdown, or via ectopic delivery of Lin28b (Polikepahad et al., 2010; Viswanathan et al., 2008; Piskounova et al., 2011), but studies pinpointing the role of individual let-7 clusters as potential drivers of lung inflammation and COPD within T cells remained elusive. In the present study, we established that the let-7 miRNA family members encoded by the let-7bc2- and let-7afd-clusters are downregulated in T cells from lungs of emphysema patients and emphysematous mice that were exposed to CS or nCB. Correspondingly, we demonstrated that in vivo genetic ablation of let-7bc2-cluster further sensitized mice to lung tissue destruction and emphysema upon treatment with nCB or CS. Mechanistically, our studies suggests that let-7 miRNA prevents the emergence of CD8+ T cell differentiation into Tc17 cells during emphysema in part, by directly silencing of Rorc.

Tc17 cells are vital for defense against viral, fungal, and bacterial infections and they have also been associated with inflammation in various human diseases such as multiple sclerosis, inflammatory bowel disease, and cancer (Huber et al., 2013; Globig et al., 2022; Corgnac et al., 2020). In accordance with the potential pathogenic role of Tc17 cells as drivers of COPD, several studies detected increased cell numbers in airways and tissues of COPD patients as well as lungs of smoke-exposed animal models (Chang et al., 2011; Zhou et al., 2020; Duan et al., 2013). Other researchers also detected increased Tc17 subpopulations in tissues of COPD patients with infectious microbial exacerbations. In our earlier work to define the adaptive T cell immune responses in nCB induced COPD, we predominantly focused on the pathogenic role of Th17 cells, but did not examine Tc17 cells (You et al., 2015). Here we expand upon our prior observations, revealing that chronic exposure to nCB and elicitation of emphysema mice orchestrates the emergence and accumulation of Tc17 cells which may act in parallel with Th17 cells to promote tissue damage.

Although RORγt has been the subject of intense scrutiny and is subject to extensive transcriptional and post-transcriptional regulatory control, to our knowledge this is the first reported demonstration of miRNA-mediated gene silencing to RORγt. Our data also showed that in vivo conditional genetic ablation of individual let-7 clusters in T cells stimulates a rise in RORγt protein expression in single-positive thymocytes and peripheral CD8+ and CD4+ T cells while enforced let-7 activity leads to partial repression of RORγt in T cells. Despite these alterations in RORγt expression in our let-7 T cell LOF and GOF mice, the mice did not exhibit spontaneous gross phenotypes in thymus, spleens, or lungs at baseline. This may be due to the subtle and modest expression thresholding of RORγt detected in mice and/or residual let-7 expression in T cells. On the other hand, and in agreement with our Tc17 and experimental emphysema data, we observed enhanced RORγt expression and IL-17a+CD8+ T cells in lungs of let-7 LOF mice after treatment with nCB. We corroborated the importance of let-7 activity in Tc17 differentiation of ex vivo cultured CD8+ T cells, as well as in the direct posttranscriptional control of RORγt, suggesting that this defect, is in part, direct and cell autonomous. Interestingly, even though RORγt was elevated in lung CD4+ T cells to a similar extent as CD8+ T cells, the enhanced IL17+ responses were limited to Tc17 subpopulation in the let-7bc2LOF mice. Although, the let-7afdLOF mice also showed baseline induction of RORγt relative to controls in lung T cells the mice did not exhibit changes in Tc17/Th17 subpopulations (data not shown). Nonetheless, it seems likely that under different cellular contexts, the functions of let-7-clusters do not fully overlap in association with differential thresholding of mRNA targets. Indeed, in B cells, the let-7afd-cluster is essential for an antigen-specific antibody response, whereas the let-7bc2-cluster appears dispensable (Jiang et al., 2018), iterating that differential physiological role of let-7 clusters in the immune system and validating an individual cluster approach in dissemination of mechanisms of let-7 in T cells. RORγt is a defining transcription factor of the IL-17-secreting subset of immune cells, which also includes γδ17 T cells, NKT17 and type 3 innate lymphoid cells, populations that contribute to COPD pathology (Yanagisawa et al., 2017). A limitation of our study is that we did not examine whether these populations were impacted by nCB-emphysema and/or in the context of let-7 LOF.

Published studies revealed a protective role of let-7 family against Th17-driven pathogenic response in EAE attributed in part to direct regulation of IL-1 receptor 1 and IL-23 receptor (Angelou et al., 2020). Lending some support to these observations, we detected subtle transcript level induction of Il23r in let-7bc2LOF in vitro polarized Tc17 cells (data not shown). However, prior publications on the role of let-7 in T cells made use of in vivo Lin28b transgenic overexpression in immune cells to block maturation and activity of the entire let-7 miRNA family. Furthermore, Lin28b was recently reported to influence transcriptome-wide ribosome occupancy and global miRNA biogenesis (Tan et al., 2019) which could account for differences in scope of let-7 targets in those studies and ours. Nonetheless, further studies will be required to ascertain whether other targets of let-7 beyond RORγt synergistically potentiate the in vivo Tc17-response and emphysema phenotype in let7-bc2LOFT cells.

Tc17 cells play a major role in microbial infections, providing a potent anti-viral response (Hamada et al., 2009; Yeh et al., 2010), while viral infection has been an established factor in COPD exacerbations (Hewitt et al., 2016; Wedzicha, 2004). It will be interesting to determine whether loss of let-7bc2 or let-7afd-cluster activity in the T cell compartment contributes to COPD disease susceptibility in the context of viral exposure. Our experiments with let-7 GOF were partially successful in limiting the emergence of Tc17 and Th17 in nCB-elicited emphysema but it did not protect the lung from alveolar remodeling. Additional, studies will be required to ascertain whether interventions that enhance let-7 activity are successful in acute models of CS exposure and COPD or in other chronic inflammation diseases associated with dysregulation of RORγt and IL17+ injury.

Materials and methods


Conditional knockout-ready floxed let-7bc2 and let-7afd mice were generated using CRISPR gene editing in an isogenic C57BL/6 genetic background and were sequence verified for rigor. Mice were PCR genotyped from ear samples with primers flanking loxP sites (Supplementary Table). The let-7bc2flox/flox; CD4-cre and let-7afdflox/flox; CD4-cre mice were PCR genotyped. The R26-STOP-rtTA; Col1a1-tet0-let-7 (rtTA-iLet7) mice were obtained from JAX Jax Stocks 023912 and 05670 and then bred to CD4-Cre were PCR genotyped with established JAX primers. Control rtTA-iLet7 and the let-7GOF mice were fed ad libitum with 200mg/kg of doxycycline-containing chow (Bio-Serv S3888) at weaning age. Syngeneic littermates served as controls for all mouse experiments. All mice were bred in the transgenic animal facility at Baylor College of Medicine. All experimental protocols used in this study were approved by the Institutional Animal Care and Use Committee of Baylor College of Medicine animal protocol (AN-7389) and followed the National Research Council Guide for the Care and Use of Laboratory Animals.

Human emphysema tissue samples and T cell isolation

Lung tissues were obtained from a total of 28 non-atopic current or former smokers with significant (>20 pack-years, one pack-year equals to smoking one pack of cigarettes per day each year) history of smoking who were recruited into studies from the chest or surgical clinics at Michael E. DeBakey Houston Veterans Affairs Medical Center hospitals (Shan et al., 2009). Human lung single T cells were prepared from surgical resection and lungs in patients as previously described by selection with biotin-labeled antibodies by autoMACs (Miltenyi Biotec) (Yuan et al., 2020; Grumelli et al., 2004). Studies were approved by the Institutional Review Board at Baylor College of Medicine and informed consent was obtained from all patients. Emphysema and non-emphysema control patients were diagnosed from CT scans according to the criteria recommended by the National Institutes of Health–World Health Organization workshop summary (Pauwels et al., 2001).

Human lung transcriptome data

A publicly available RNA-seq dataset from a Korean cohort GSE57148 was selected for the analysis (Kim et al., 2015). The raw FASTQ files of paired end reads representing the transcriptome of control and cases were retrieved from the GEO database at the National Centre for Biological Information (NCBI) through accession number GSE57148 and analyzed with R package for differential expression.

Cigarette smoke exposure model of pulmonary emphysema

To promote emphysema, mice were exposed to cigarette smoke using our custom designed whole-body inhalation system (Morales-Mantilla et al., 2020). In total, mice were exposed to four cigarettes (Marlboro 100’s; Philip Morris USA) per day, five days a week, for four months as previously described (Morales-Mantilla et al., 2020, Shan et al., 2012).

nCB exposure model of pulmonary emphysema

Nano-sized particulate carbon black was prepared and administered as previously described (You et al., 2015; Lu et al., 2015). Dried nCB nanoparticles were resuspended in sterile PBS to a concentration of 10 mg/ml. Fifty µl of reconstituted nCB (0.5 mg) were intranasally delivered to deeply anesthetized mice on a schedule of three times a week for four weeks (total delivered dose of 6 mg). Lung histomorphometry and airway inflammation were assessed four weeks after the final nCB challenge. For histomorphometric analysis, mice lungs were fixed with 10% neutral-buffered formalin solution via a tracheal cannula at 25-cm H2O pressure followed by paraffin embedding and tissue sectioning and stained with hematoxylin and eosin. Mean linear intercept (MLI) measurement of mouse lung morphometry were done as previously described (Shan et al., 2014; Morales-Mantilla et al., 2020). Briefly, this was done in a blinded fashion to mice genotypes from ten randomly selected fields of lung parenchyma sections. Paralleled lines were placed on serial lung sections and MLI was calculated by multiplying the length and the number of lines per field, divided by the number of intercepts (Morales-Mantilla et al., 2020).

BALF was collected by instilling and withdrawing 0.8 ml of sterile PBS twice through the trachea. Total and differential cell counts in the BALF were determined with the standard hemocytometer and HEMA3 staining (Biochemical Sciences Inc, Swedesboro, NJ) using 200 μL of BALF for cytospin slide preparation (Morales-Mantilla et al., 2020; Lu et al., 2015).

Cell isolation from murine lung tissue

Mouse lung tissue were cut into 2-mm pieces and digested with collagenase type D (2 mg/ml; Worthington) and deoxyribonuclease (DNase) I (0.04 mg/ml; Roche) for 1 hour in a 37°C incubator. Single-cell suspensions from lung digest, spleen, and thymus were prepared by mincing through 40-μm cell strainers then washing and resuspension in complete RPMI media. Mouse lung and spleen single-cell suspensions were additionally overlaid on Lympholyte M cell separation media (Cedarlane) as indicated in the manufacturer’s protocol to purify lymphocytes. For murine let-7 expression studies, lung single-cell suspensions were labeled with anti-CD4+ or anti-CD8+ magnetic beads and separated by autoMACS (Miltenyi Biotec), or CD4+CD8+ double positive cells purified from thymus single-cell suspensions by flow-cytometric sorting on FACS Aria (BD Biosciences).

In vitro polarization of CD8+ T cells

CD8+ naïve T cells were isolated from spleen using Mojosort Mouse CD8 Naïve T cell isolation Kit (Biolegend) and adjusted to a concentration of 1.0x106 cells/mL. Purified cells were activated with plate-bound anti-CD3 (1.5µg/mL) and complete RPMI media containing anti-CD28 (1.5µg/mL) and β-mercaptoethanol (50nM) for Tc0 polarization, or further supplemented with Tc1 [IL-2 (10ng/mL)] or Tc17 [TGFβ (2ng/mL), IL-6 (20ng/mL), anti-IFNγ (10µg/mL), IL-23 (20ng/mL), and IL-1β (5ng/mL)] polarization conditions for 72 hours (Flores-Santibáñez et al., 2018).


Supernatant was collected from in vitro polarized murine CD8+ T cells and centrifuged to remove cellular debris. Cytokine levels of IL-17a and IFNγ were quantified from collected supernatant using Mouse IL-17a Uncoated ELISA and Mouse IFN gamma Uncoated ELISA (Invitrogen) Kits, respectively, per the manufacturer’s instructions with colorimetric analysis by the Varioskan LUX microplate reader (ThermoFisher).

Flow cytometric analysis

Cells used for in vitro or in vivo cytokine analysis were stimulated with PMA (20ng/mL; Sigma Aldrich), Ionomycin (1µg/mL; Sigma Aldrich), and Brefeldin A (2µg/mL; Sigma Aldrich) for 4 hours prior to flow staining (Lu et al., 2015). For intracellular staining, cells were fixed and permeabilized using the Mouse FOXP3 Buffer Set (BD) per the manufacturer’s protocol. The fluorophore-conjugated antibodies used in this study were as follows: Live/Dead Fix Blue (Invitrogen), CD3 PerCPCy5.5 (Biolegend), TCRb PE/Cy7 (Biolegend), CD4 PB (Biolegend), CD4 AF700 (Biolegend), CD8 BV650 (Biolegend), CD25 BV421 (Biolegend), FOXP3 AF488 (Biolegend), ROR gamma T PE (Invitrogen), TCF1 AF647 (Cell Signaling Technologies), TCF1 PE (Biolegend), IFNγ AF647 (Biolegend), IL17a FITC (Biolegend), IL17a PE (ebioscience), PD1 BUV737 (BD), TIM3 AF647 (R&D). Samples were analyzed using BD LSR II flow cytometer (BD Biosciences) and FlowJo software (TreeStar),

RNA Isolation and Quantitative RT-PCR

RNA was isolated using miRNeasy (Qiagen) or RNeasy Mini Kit (Qiagen) in conjunction with the RNase-Free DNase (Qiagen) according to the manufacturer’s instructions. cDNA of miRNAs and mRNAs were synthesized using TaqMan Advanced miRNA cDNA Synthesis Kit (ThermoFisher) and High-Capacity cDNA Reverse Transcription Kit Real-Time PCR system (Applied Biosystems). 18S and snoRNA-202 were used to normalize mRNA and miRNA expression respectively. Quantitative RT-PCR data were acquired on 7500 Real-Time PCR System or StepOne Real-Time PCR System (Applied Biosystems) with the following TaqMan probes: hsa-let-7a [000377], hsa-let-7b [000378], hsa-let-7d [002283], hsa-let-7f [000382], pri-miR-let7a [Mm03306744_pri], pri-miR-let7d [Mm03306666_pri], pri-miR-let7b [Mm03306756_pri], Mmp9 [Mm00442991], Mmp12 [Mm00500554].

Luciferase reporter assays

Genomic fragment containing the murine Rorc 3’UTR was cloned into psiCHECK2 luciferase reporter plasmid (Promega). This construct was also used to generate the let-7 ʻseed’ deletion mutant derivative using the QuikChange Multi Site Mutagenesis Kit (catalog 200514-5, Stratagene). 3T3 mouse embryonic fibroblasts (MEFs) were transfected using Oligofectamine (Invitrogen) with 100 ng of psiCheck-2 plasmid containing wild-type or mutant 3’UTR, along with the miRNA control or let-7b duplex (Dharmacon) at a final concentration of 6 nM (Gurha et al., 2012). Reporter activity was detected with the Dual-Luciferase Reporter Assay System (Promega).

Statistical analysis

Statistical analyses were performed using GraphPad Prism 10.0.1 software. Statistical comparison between groups was performed using the unpaired Student’s t-test, two-way analysis of variance (ANOVA) with Tukey’s or Sidak’s correction, and Mann-Whitney Test when indicated. A P-value less than 0.05 was considered statistically significant; ns indicates not significant. Statistical significance values were set as *p < 0.05, **p < 0.01, ***p < 0.001, and ****p < 0.0001. Data are presented as means ± SEM. P-value and sample sizes (n) are indicated in the figure legends.

Competing interest statement

The authors declare no competing interests.


We thank Jason Heaney and Denise Lanza at BCM Genetically Engineered Rodents Core (funded in part by NIH P30 CA125123); Patricia Castro at Tissue Acquisition and Pathology Core (funded in part by P30 CA125123); and Joel M. Sederstrom at the BCM and Cell Sorting Core with funding from the CPRIT Core Facility Support Award (CPRIT-RP180672) and NIH (CA125123 and RR024574). This work was supported by grants from the NHLBI (R01HL140398 to AR), the Gilson Longenbaugh Foundation (to A.R.), and NIEHS (T32 ES027801 to PE).

Author contributions

P.E., X.H., D.B.C, F.K., and A.R. conceptualized experiments and interpreted results. P.E., X.H., M.J.S., H.T., M.A.P., and S.L.L. acquired the data, M.J.R. provided bioinformatics analyses. P.E. and A.R. wrote the manuscript.