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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1066869</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2022.1066869</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Organoid technology and applications in lung diseases: Models, mechanism research and therapy opportunities</article-title>
<alt-title alt-title-type="left-running-head">Chen and Na</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2022.1066869">10.3389/fbioe.2022.1066869</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Jingyao</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1792189/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Na</surname>
<given-names>Feifei</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1861588/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>State Key Laboratory of Biotherapy and Cancer Center</institution>, <institution>Department of Thoracic Oncology</institution>, <institution>West China Hospital</institution>, <institution>Sichuan University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1362270/overview">Qun Wang</ext-link>, Iowa State University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/49498/overview">Teresa Zelante</ext-link>, University of Perugia, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1913724/overview">Soumya Basu</ext-link>, Dr. D. Y. Patil Biotechnology and Bioinformatics Institute, India</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Feifei Na, <email>nafeifei@foxmail.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Biomaterials, a section of the journal Frontiers in Bioengineering and Biotechnology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1066869</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Chen and Na.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Chen and Na</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The prevalency of lung disease has increased worldwide, especially in the aging population. It is essential to develop novel disease models, that are superior to traditional models. Organoids are three-dimensional (3D) <italic>in vitro</italic> structures that produce from self-organizing and differentiating stem cells, including pluripotent stem cells (PSCs) or adult stem cells (ASCs). They can recapitulate the <italic>in vivo</italic> cellular heterogeneity, genetic characteristics, structure, and functionality of original tissues. Drug responses of patient-derived organoids (PDOs) are consistent with that of patients, and show correlations with genetic alterations. Thus, organoids have proven to be valuable in studying the biology of disease, testing preclinical drugs and developing novel therapies. In recent years, organoids have been successfully applied in studies of a variety of lung diseases, such as lung cancer, influenza, cystic fibrosis, idiopathic pulmonary fibrosis, and the recent severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) pandemic. In this review, we provide an update on the generation of organoid models for these diseases and their applications in basic and translational research, highlighting these signs of progress in pathogenesis study, drug screening, personalized medicine and immunotherapy. We also discuss the current limitations and future perspectives in organoid models of lung diseases.</p>
</abstract>
<kwd-group>
<kwd>lung diseases</kwd>
<kwd>organoids</kwd>
<kwd>SARS-CoV-2</kwd>
<kwd>lung cancer</kwd>
<kwd>drug discovery</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Owing to natural lung aging and the constant exposure of humans to air pollution, cigarettes, and viruses, lung diseases are the leading cause of morbidity and mortality worldwide (<xref ref-type="bibr" rid="B19">Calvert and Ryan Firth, 2020</xref>; <xref ref-type="bibr" rid="B96">Lozano et al., 2012</xref>). Lung diseases range from common diseases such as lung cancer, influenza, and asthma to genetic disease cystic fibrosis (CF) and the novel coronavirus disease COVID-19 (<xref ref-type="bibr" rid="B57">Gruzieva et al., 2022</xref>). Very few treatment options are available for patients with advanced and recurrent diseases. Thus, lung diseases pose a serious threat to human health globally. Developing <italic>in vitro</italic> and <italic>in vivo</italic> model systems that accurately reflect the genetic and phenotypic specificity of a disease is essential for studying genetic and molecular alterations and developing novel treatments (<xref ref-type="bibr" rid="B11">Bleijs et al., 2019</xref>).</p>
<p>Traditional lung disease models, including two-dimensional (2D) cell lines, genetically engineered mouse models (GEMM), and patient-derived xenografts (PDXs), have contributed to revealing pathogenesis and evaluating treatment (<xref ref-type="bibr" rid="B77">Kim et al., 2020a</xref>). However, 2D culture substrates cannot recapitulate the variety of cell-cell, cell-matrix interactions experienced by cells within the human organand provide the complex extracellular environment necessary to model the organ <italic>in vivo</italic> (<xref ref-type="bibr" rid="B137">Sundarakrishnan et al., 2018a</xref>). The extensive application of GEMM is restricted for several reasons, including difficult technique and complex breeding processes (<xref ref-type="bibr" rid="B26">Cheon and Orsulic, 2011</xref>). The PDX model cannot faithfully recapitulate the entire process of tumorigenesis, from normal cells into fully transformed malignancies, which limits its application (<xref ref-type="bibr" rid="B17">Byrne et al., 2017</xref>). Therefore, more advanced platforms are required. Recently developed organoid technologies have led to the development of novel and more valid models for the study of human disease (<xref ref-type="bibr" rid="B151">Wang et al., 2017</xref>; <xref ref-type="bibr" rid="B154">Weeber et al., 2017</xref>; <xref ref-type="bibr" rid="B39">Drost and Clevers, 2018</xref>; <xref ref-type="bibr" rid="B35">Di Lullo and Kriegstein, 2017</xref>; <xref ref-type="bibr" rid="B84">Kraiczy and Zilbauer, 2019</xref>; <xref ref-type="bibr" rid="B30">Clevers, 2016</xref>). Organoids are three-dimensional (3D) <italic>in vitro</italic> culture models derived from self-organizing stem cells and can recapitulate the <italic>in vivo</italic> cellular components, functionality, and genetic characteristics of the original tissues (<xref ref-type="bibr" rid="B44">Dutta et al., 2017</xref>). Compared with 2D cultures, organoids provide more fundamental insights into pathogenesis and offer new approaches for the diagnosis and treatment of diseases (<xref ref-type="bibr" rid="B4">Ballard et al., 2019</xref>; <xref ref-type="bibr" rid="B40">Drost and Clevers, 2017</xref>; <xref ref-type="bibr" rid="B132">Simian and Bissell, 2017</xref>). Lung organoids can be established from healthy tissue and patient-derived disease tissue. In establishing a patient-derived lung cancer model, the growth rate of 2D lung cancer cells notably slowed down after passage five, which limited availability in basic and translational research. Lung cancer organoid models have a greater long-term potential and maintain tissue architecture during expansion <italic>in vitro</italic> (<xref ref-type="bibr" rid="B78">Kim et al., 2019</xref>). 2D cultures of lung fibroblasts derived from idiopathic pulmonary fibrosis (IPF) patients failed to demonstrate the features seen in patients (<xref ref-type="bibr" rid="B155">Wilkinson et al., 2017a</xref>; <xref ref-type="bibr" rid="B111">Pierce et al., 2007</xref>). 2D cell cultures only partially exhibit the morpho-molecular pattern required for viral tropism (<xref ref-type="bibr" rid="B123">Rosellini et al., 2019</xref>). Lung organoids represent an important link between traditional 2D lung cell cultures and lung tissues, as they are more physiologically and mechanically similar to tissues than monolayer culture models (<xref ref-type="bibr" rid="B50">Fatehullah et al., 2016</xref>). Moreover, combined with genome editing technology, lung organoid culture suggests a new strategy for generating primary and orthotopic lung cancer models, which is very convenient and time-saving compared to GEMMs.</p>
<p>Lung organoids provide a novel tool for studying the development of lung diseases and new therapies (<xref ref-type="bibr" rid="B147">van der Vaart and Clevers, 2021</xref>; <xref ref-type="bibr" rid="B88">Lancaster and Knoblich, 2014</xref>). In this review, we discuss recent advances in lung organoid technology for lung diseases, including lung cancer, infectious disease, IPF, and CF. We further reviewed the applications of organoid technology in drug development and personalized medicine. We critically appraised the value of lung organoids as disease models (<xref ref-type="table" rid="T1">Table1</xref>). We also discuss the limitations of this study and consider possible solutions.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Key studies of lung disease model using organoids.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Disease modelled</th>
<th align="left">Disease pheotype</th>
<th align="left">Starting cell population</th>
<th align="left">Cell type composition or markers detected</th>
<th align="left">Onset of organoid formation</th>
<th align="left">Expansion</th>
<th align="left">Success rate</th>
<th align="left">Mice xenotransplanation</th>
<th align="left">Reference</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">NSCLC</td>
<td rowspan="2" align="left">LUAD; LUSC</td>
<td rowspan="2" align="left">ASC</td>
<td rowspan="2" align="left">TTF-1, TP63, CK5/6</td>
<td rowspan="2" align="left">Digestion</td>
<td align="left">Short-term (1&#x2013;3&#xa0;months, 1&#x2013;9 passages)</td>
<td rowspan="2" align="left">88% (57/65)</td>
<td rowspan="2" align="left">&#x2b;</td>
<td rowspan="2" align="left">PMID: 31694835</td>
</tr>
<tr>
<td align="left">Long-term (&#x3e;3&#xa0;months, &#x3e;10 passages)</td>
</tr>
<tr>
<td rowspan="2" align="left">NSCLC and SCLC</td>
<td rowspan="2" align="left">Adenocarcinoma, Squamous cell carcinoma, Adenosquamous carcinoma, Large cell carcinoma, Small cell carcinoma</td>
<td rowspan="2" align="left">ASC</td>
<td rowspan="2" align="left">Adenocarcinoma: NAPSIN, TTF-1, CK7;Squamous cell carcinoma: p63, CK5/6; Adenosquamous carcinoma: CK7, CK5/6, p63; Small cell carcinoma: CD56, TTF-1, SYP</td>
<td rowspan="2" align="left">Digestion</td>
<td rowspan="2" align="left">Over 6&#xa0;months</td>
<td align="left">87% (lung cancer samples)</td>
<td rowspan="2" align="left">&#x2b;</td>
<td rowspan="2" align="left">PMID: 31488816</td>
</tr>
<tr>
<td align="left">70% (cryopreserved organoids)</td>
</tr>
<tr>
<td align="left">SCLC</td>
<td align="left">SCLC</td>
<td align="left">ASC</td>
<td align="left">CD56, SYP, CHR</td>
<td align="left">Digestion</td>
<td align="left">Over 9&#xa0;months</td>
<td align="left">80% (8/10)</td>
<td align="left">&#x2212;</td>
<td align="left">PMID: 33572899</td>
</tr>
<tr>
<td align="left">SCLC</td>
<td align="left">SCLC</td>
<td align="left">ASC</td>
<td align="left">ASCL1, SYP, CHGA, TTF1</td>
<td align="left">Gene editing</td>
<td align="left"/>
<td align="left">NA</td>
<td align="left">&#x2b;</td>
<td align="left">NC</td>
</tr>
<tr>
<td align="left">Parainfluenza</td>
<td align="left">HPIV3</td>
<td align="left">human PSC</td>
<td align="left">AT2 cell marker SPC, EpCAM, Viral component NP</td>
<td align="left">Infection</td>
<td align="left">At least 32&#xa0;days</td>
<td align="left">NA</td>
<td align="left">&#x2212;</td>
<td align="left">PMID: 31064833</td>
</tr>
<tr>
<td align="left">Influenza</td>
<td align="left">IBV</td>
<td align="left">ASC</td>
<td align="left">Acetyl-&#x3b1;-tubulin, SCGB1A1/CC10, MUC5AC, p63-&#x3b1;, IBV component</td>
<td align="left">Infection</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">&#x2212;</td>
<td align="left">PMID: 31097520</td>
</tr>
<tr>
<td align="left">Influenza</td>
<td align="left">IAV</td>
<td align="left">ASC</td>
<td align="left">ACCTUB, FOXJ1, MUC5AC, p63, CC10, Viral component NP</td>
<td align="left">Infection</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">&#x2212;</td>
<td align="left">PMID: 29891677</td>
</tr>
<tr>
<td align="left">Influenza</td>
<td align="left">IAV (H1N1, H7N9, H5N6, H5N1)</td>
<td align="left">ASC</td>
<td align="left">p63a, Acetyl-&#x3b1;-tubulin, MUC5AC, SCGB1A1/CC10, Influenza NP</td>
<td align="left">Infection</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 30001996</td>
</tr>
<tr>
<td align="left">Covid-19</td>
<td align="left">SARS-CoV-2 (BetaCov/Korea/KCDC03/2020)</td>
<td align="left">ASC</td>
<td align="left">pro-SFTPC, HTII-280, ABCA3, CRB3, SCRIB, AQP5, AEGR, TP63, ACE2, MX1, TMPRSS2, Viral components (NP or dsRNA)</td>
<td align="left">Infection</td>
<td align="left">Over 10&#xa0;months (expansion of human AT2 cells)</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 33142113</td>
</tr>
<tr>
<td align="left">Covid-19</td>
<td align="left">SARS-CoV-2 USA-WA1/2020</td>
<td align="left">human AT2 cells/pneumocytes derived from primary lung tissue</td>
<td align="left">NKX2-1, SFTPC, SFTPB, HTII-280, DC-LAMP, EPCAM, Polarity marker ZO1</td>
<td align="left">Infection</td>
<td align="left">Over 10&#xa0;months (expansion of human AT2 cells)</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 33128895</td>
</tr>
<tr>
<td align="left">Covid-19</td>
<td align="left">SARS-CoV-2 isolate USA-WA1/2020</td>
<td align="left">iPSC</td>
<td align="left">ECAD, VIM, SMA, ACTUB, p63, FOXJ1, SP-B, TMPRSS2, SP-C, ACE2</td>
<td align="left">Infection</td>
<td align="left">60&#xa0;days</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 33631122</td>
</tr>
<tr>
<td align="left">Covid-19</td>
<td align="left">SARS-CoV-2, isolate USA-WA1/2020 (NR-52281)</td>
<td align="left">human PSC</td>
<td align="left">SP-B, SP-C, ACE2, SARS-S</td>
<td align="left">Infection</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">&#x2b;</td>
<td align="left">PMID: 33116299</td>
</tr>
<tr>
<td align="left">Covid-19</td>
<td align="left">SARS-CoV-2 (isolate BetaCoV/Munich/BavPat1/2020)</td>
<td align="left">Progenitor cells derived from human fetal lungs</td>
<td align="left">AcTUB, Nucleoprotein, CC10, MUC5AC, HTII-280, LPCAT1, SFTPC, HOPX, HTI-56, TP63, ACE2, TMPRSS2</td>
<td align="left">Infection</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 33283287</td>
</tr>
<tr>
<td align="left">Covid-19</td>
<td align="left">SARS-CoV-2 (isolate BetaCoV/Munich/BavPat1/2020)</td>
<td align="left">ASC</td>
<td align="left">NP, ZO-1, AcTub</td>
<td align="left">Infection</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 33393462 and 33835028</td>
</tr>
<tr>
<td align="left">Covid-19</td>
<td align="left">SARS-CoV-2 (USA-WA1/2020)</td>
<td align="left">AT2 or KRT5&#x2b; basal cells</td>
<td align="left">KRT5, SFTPC, SCGB1A1, SFTPC, HTII-280, SFTPC, HTI-56, ACE2, AcTUB, TNFRSF12A</td>
<td align="left">Infection</td>
<td align="left">6&#xa0;months</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 33238290</td>
</tr>
<tr>
<td align="left">Covid-19</td>
<td align="left">SARS-CoV-2 strain USA-WA1/2020</td>
<td align="left">ASC</td>
<td align="left">SFTPB, SFTPC, KRT5, TTF1, AcTub, MUC5AC, CC10, ACE2, AQP5, Na/K ATPase</td>
<td align="left">Infection</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 34463615</td>
</tr>
<tr>
<td align="left">IPF</td>
<td align="left">IPF</td>
<td align="left">human PSC</td>
<td align="left">PDGFRA, ECAD, EPCAM, KRT8, NKX2.1, FOXA1, p63, FOXA2, SOX9, SOX2, MUC1, MUC5AC, SFTPC, SFTPB, ABCA3, VIM, CD90, COL4, Fibronectin, PDGFRA, PDGFRB, Vimentin, Collagen I, Collagen III, SLUG, SMA</td>
<td align="left">Gene editing</td>
<td align="left">170&#xa0;days</td>
<td align="left">NA</td>
<td align="left">&#x2b; (WT LBOs)</td>
<td align="left">PMID: 28436965 and 31216486</td>
</tr>
<tr>
<td align="left">IPF</td>
<td align="left">IPF</td>
<td align="left">human PSC</td>
<td align="left">IL6, CXCL8, SERPINE1, SFN, GDF15, MMP7</td>
<td align="left">Bleomycin treatment</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 34798066</td>
</tr>
<tr>
<td align="left">IPF</td>
<td align="left">IPF</td>
<td align="left">iPSC</td>
<td align="left">Vimentin, Collagen I, &#x251;-SMA</td>
<td align="left">TGF-&#x3b2; treatment</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 28191779</td>
</tr>
<tr>
<td align="left">CF</td>
<td align="left">CF</td>
<td align="left">ASC</td>
<td align="left">KRT5, Acetyl-&#x3b1;-tubulin, MUC5AC, SCGB1A1, (periodic acid-chiff) PAS, &#x3b2;-tubulin, F-actin</td>
<td align="left">Digestion</td>
<td align="left">NA</td>
<td align="left">62%</td>
<td align="left">NA</td>
<td align="left">PMID: 30643021</td>
</tr>
<tr>
<td align="left">Cryptosporidiosis</td>
<td align="left">Cryptosporidiosis</td>
<td align="left">ASC</td>
<td align="left">Lung organoid consists of basal cells, ciliated cells, goblet cells and club cells. gp-15, Crypt-a-Glo</td>
<td align="left">Microinjection</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 29946163 and 31566619</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>NA, not available; SCLC, small cell lung cancer; NSCLC, non-small cell lung cancer; LUAD, lung adenocarcinoma; LUSC, lung squamous cell carcinoma; IPF, idiopathic pulmonary fibrosis; CF, cystic fibrosis; HPIV3, human parainfluenza virus type 3; IAV, influenza A virus; IBV, influenza B virus; ASC, adult stem cell; PSC, pluripotent stem cell; iPSC, induced pluripotent stem cell; TGF-&#x3b2;, transforming growth factor-&#x3b2;.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2">
<title>2 A brief history of lung organoids</title>
<p>Lung organoid methods were build upon the extensive foundation of classic developmental biology and cell experiments (<xref ref-type="fig" rid="F1">Figure 1</xref>). In 1987, <xref ref-type="bibr" rid="B168">Zimmermann (1987)</xref> described a lung organoid culture system. When cultured on the medium/air interface at a high density, the mouse fetal lung cells differentiated and formed organoid structures: an alveolar-like lumen and a basal lamina. Developmental biology has revealed that basal cells emerge in the early stages of human lung development and serve as an important stem cell lineage (<xref ref-type="bibr" rid="B61">Hajj et al., 2007</xref>). In 2009, researchers described an <italic>in vitro</italic> 3D organoid culture system (<xref ref-type="bibr" rid="B121">Rock et al., 2009</xref>). Unlike the previous air-liquid interface (ALI) culture, the 3D system used a supportive extracellular matrix (Matrigel), in which basal cells self-renew and differentiate into &#x201c;clonal sphere&#x201d; (organoid). The spheres consisted of KRT14 &#x2b; basal and KRT8&#x2b; luminal cells. Similarly, <xref ref-type="bibr" rid="B52">Franzdottir et al. (2010)</xref> developed a human bronchial epithelial cell line that maintained basal cell phenotype. The co-culture of this cell line and endothelial cells generated branching bronchioalveolar-like structures in 3D Matrigel culture. <xref ref-type="bibr" rid="B7">Barkauskas et al. (2013)</xref> revealed that alveolar type 2 epithelial (AT2) cells can also self-renew and differentiate into &#x201c;alveolospheres&#x201d; which contain both AT2 and alveolar type 1 epithelial (AT1) cells. Early lung organoid studies showed that progenitors in human lung could differentiate and organize into multicellular spheres. More recently, several studies successfully established lung organoids derived from adult stem cells (ASCs) and pluripotent stem cells (PSCs) (<xref ref-type="bibr" rid="B46">Dye et al., 2015</xref>; <xref ref-type="bibr" rid="B83">Konishi et al., 2016</xref>; <xref ref-type="bibr" rid="B106">Nikolic et al., 2017</xref>; <xref ref-type="bibr" rid="B25">Chen et al., 2017</xref>; <xref ref-type="bibr" rid="B142">Tan et al., 2017</xref>; <xref ref-type="bibr" rid="B124">Sachs et al., 2019</xref>). PSCs include embryonic stem cells (ESCs) and induced pluripotent stem cells (iPSCs) (<xref ref-type="bibr" rid="B46">Dye et al., 2015</xref>). These lung organoids are capable of self-renewal and self-organization and are composed of multiple cell types. Using a stepwise differentiation strategy, proximal airway epithelial progenitor cell spheroids were generated from human PSCs (<xref ref-type="bibr" rid="B83">Konishi et al., 2016</xref>). Similarly, human PSCs differentiate into lung organoids consisting of basal cells and immature ciliated cells surrounded by smooth muscle and myofibroblasts, as well as an alveolar-like domain with appropriate cell types (<xref ref-type="bibr" rid="B46">Dye et al., 2015</xref>). In addition to human lung organoids, human pluripotent stem cells (hPSCs) also could be differentiated into bud tip progenitor organoids to explore epithelial fate decisions (<xref ref-type="bibr" rid="B100">Miller et al., 2019</xref>). Also, ASC-derived human lung organoids contain basal, secretory, and multi&#x2010;ciliated cells (<xref ref-type="bibr" rid="B124">Sachs et al., 2019</xref>). After transplantation into injured mouse lungs, normal lung organoids exhibited progenitor cell functions, suggesting that they might be applied in regenerative medicine (<xref ref-type="bibr" rid="B90">Lee et al., 2014</xref>), (<xref ref-type="bibr" rid="B95">Louie et al., 2022</xref>). Finally, these systems were subsequently adapted to generate human and mouse normal lung organoids, and organoids derived from patients with lung disease.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Timeline of techniques and experiments in lung organoid field. A summary of key events in the history contributing to lung organoid methodology. 3D, 3-dimensional; hPSCs, human pluripotent stem cells; ASCs, Adult stem cells; PAEPC, proximal airway epithelial progenitor cells. Created with <ext-link ext-link-type="uri" xlink:href="http://BioRender.com">BioRender.com</ext-link>.</p>
</caption>
<graphic xlink:href="fbioe-10-1066869-g001.tif"/>
</fig>
</sec>
<sec id="s3">
<title>3 Organoids modeling lung cancer</title>
<p>Studies have found that almost a quarter of all cancer-related deaths are caused by lung cancer (<xref ref-type="bibr" rid="B70">Islami et al., 2018</xref>). The risk of lung cancer is particularly prominent in men aged &#x2265;40&#xa0;years and women aged &#x2265;60&#xa0;years. Lung cancer causes far more deaths than breast cancer, prostate cancer, and colorectal cancer (CRC) combined (<xref ref-type="bibr" rid="B131">Siegel et al., 2021</xref>). Therefore, it is important to study the processes of tumorigenesis, tumor maintenance, and therapeutic sensitivity. Organoid technologies provide a powerful platform for investigating mechanistic processes and developing novel treatment strategies (<xref ref-type="bibr" rid="B149">Wang et al., 2020</xref>). Lung cancer is a complex disease composed of different molecular and histological types, including non-small cell lung cancer (NSCLC) and small cell lung cancer (SCLC) (<xref ref-type="bibr" rid="B66">Hirsch et al., 2017</xref>). In the following sections, we discuss advances in organoid technologies for modeling NSCLC and SCLC.</p>
<sec id="s3-1">
<title>3.1 Organoids modeling NSCLC</title>
<p>NSCLC accounts for approximately 85% of lung cancers (<xref ref-type="bibr" rid="B64">Herbst et al., 2018</xref>). For NSCLC patients, the use of small-molecule inhibitors and immunotherapy has led to increased survival benefits (<xref ref-type="bibr" rid="B20">Camidge et al., 2019</xref>). However, the overall survival rate of NSCLC remains low (<xref ref-type="bibr" rid="B64">Herbst et al., 2018</xref>). Several groups have identified cell culture conditions that favor the expansion of NSCLC organoids derived from patient tissues and PDXs (<xref ref-type="bibr" rid="B78">Kim et al., 2019</xref>; <xref ref-type="bibr" rid="B130">Shi et al., 2020</xref>; <xref ref-type="bibr" rid="B141">Takahashi et al., 2019</xref>). <xref ref-type="bibr" rid="B130">Shi et al. (2020)</xref> described a culturing protocol that enables the generation of short-term (1&#x2013;3&#xa0;months, 1&#x2013;9 passages) and long-term (&#x3e;3&#xa0;months, &#x3e;10 passages) NSCLC organoids. The organoids were maintained in culture for short-term and long-term success rates of 72% (47/65) and 15% (10/65), respectively. Both short-term and long-term established NSCLC organoids recapitulated the histological features of the patient and the PDX tumor. Whole exome and RNA sequencing revealed that NSCLC organoids also maintained genomic heterogeneity in parental lung cancer. Organoids respond to drugs based on genomic alterations. Similar to the results of previous studies, NSCLC organoids with KRAS mutation and amplification were much more sensitive to the MEK inhibitors trametinib and selumetinib than organoids with wild-type KRAS. Thus, organoids can be used to predict patient-specific drug responses <italic>in vitro</italic>, based on genetic alterations. Kim and colleagues banked 80 lung cancer organoid lines, of which more than half were NSCLC subtype (<xref ref-type="bibr" rid="B78">Kim et al., 2019</xref>). NSCLC organoids displayed typical histological features seen in the original patient tumor tissue, such as large glandular patterns in adenocarcinoma-derived organoids. They also recapitulated the diagnostic markers of the original cancer tissues and maintained the genomic alterations in the original tumors. Intriguingly, the programmed death-ligand 1 (PD-L1) expression patterns of tumor organoids were the same as those of the original tumor tissues, suggesting that organoids co-cultured with immune cells may be used to study tumor immune interactions.</p>
</sec>
<sec id="s3-2">
<title>3.2 Organoids modeling SCLC</title>
<p>SCLC, a highly lethal lung cancer subtype with a 5-year survival rate of &#x3c;10% (<xref ref-type="bibr" rid="B15">Bunn et al., 2016</xref>), accounts for 10%&#x2013;15% of all lung cancers (<xref ref-type="bibr" rid="B8">Basumallik and Agarwal, 2021</xref>). <xref ref-type="bibr" rid="B78">Kim et al. (2019)</xref> established lung cancer organoids from patient tissues as <italic>in vitro</italic> models representing individual patients. They banked 80 lung cancer organoid lines, including five lines from SCLC. These SCLC organoids recapitulated the tissue architecture of densely packed small round tumor cells with scanty cytoplasm and granular nuclei and maintained the expression of the SCLC diagnostic markers CD56, synaptophysin, and TTF-1. Choi et al. generated SCLC patient-derived tumor organoids. These tumor organoids displayed the typical architecture of the original tumor tissues. Furthermore, SCLC organoids were subjected to long-term expansion. The addition of WNT3A or R-spondin1 to the culture medium promoted the long-term survival of SCLC organoids. These results indicate that activation of the Wnt/&#x3b2;-catenin pathway is essential for the long-term expansion of SCLC organoids. After long-term expansion, SCLC organoids maintained similar molecular characteristics, genetic profiles, and morphological architectures as the original tumor tissues (<xref ref-type="bibr" rid="B28">Choi et al., 2021a</xref>). Using these organoids, drug screening for therapeutic and toxic effects may contribute to the development of novel therapeutic strategies.</p>
<p>Combined with CRISPR/Cas9 technology, lung organoids can be used to model SCLC tumorigenesis and metastasis <italic>in vivo</italic>. <xref ref-type="bibr" rid="B103">Na et al. (2022)</xref> developed a strategy to generate primary, orthotopic, and driver-defined SCLC in mice with genome-edited lung organoids. Similar approaches have been used to model breast cancer, colorectal cancer, and others (<xref ref-type="bibr" rid="B104">Nanki et al., 2018</xref>; <xref ref-type="bibr" rid="B43">Duarte et al., 2018</xref>; <xref ref-type="bibr" rid="B32">Dekkers et al., 2020</xref>; <xref ref-type="bibr" rid="B98">Matano et al., 2015</xref>). Superior to the cell line xenograft model and PDX model, these novel models recapitulate the molecular and pathohistological characteristics of human diseases, especially the entire process of multiple-step tumorigenesis from normal cells into malignancies. This SCLC model is driven by <italic>Trp53</italic> and <italic>Rb1</italic> deficiencies, together with <italic>Myc</italic> overexpression. In this SCLC model, the tumor cells were positive for multiple SCLC diagnostic markers such as TTF1, ASCL1, SYP, CHGA, and KI67. Notably, massive distal metastases, the key feature of human SCLC, are observed in multiple organs of this model. Additionally, this strategy can introduce any driver mutation to identify their biological functions in the initiation and progression of SCLC, which is more convenient than the traditional methods.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Organoids modeling infectious lung disease</title>
<p>The growth and culture of pathogens are now possible through the establishment of organoids (<xref ref-type="bibr" rid="B3">Azar et al., 2021</xref>). Organoids can serve as models for studying pathogenesis, immune responses, respiratory host-pathogen interactions, and drug screening. Intestinal organoids have been widely applied in studies of human noroviruses (<xref ref-type="bibr" rid="B47">Estes et al., 2019</xref>; <xref ref-type="bibr" rid="B48">Ettayebi et al., 2016</xref>; <xref ref-type="bibr" rid="B59">Haga et al., 2020</xref>) and Zika virus (<xref ref-type="bibr" rid="B113">Qian et al., 2017</xref>; <xref ref-type="bibr" rid="B153">Watanabe et al., 2017</xref>). Airway organoids have also been used to model various infectious lung diseases caused by pathogens (<xref ref-type="bibr" rid="B25">Chen et al., 2017</xref>), including severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), influenza virus, respiratory syncytial virus (<xref ref-type="bibr" rid="B119">Rijsbergen et al., 2021a</xref>; <xref ref-type="bibr" rid="B118">Rijsbergen et al., 2021b</xref>), parainfluenza virus (<xref ref-type="bibr" rid="B112">Porotto et al., 2019</xref>; <xref ref-type="bibr" rid="B117">Rijsbergen et al., 2022</xref>), Mycobacteria (<xref ref-type="bibr" rid="B69">Iakobachvili et al., 2022</xref>), <italic>Streptococcus</italic> (<xref ref-type="bibr" rid="B129">Sempere et al., 2022</xref>), and the protozoan parasite <italic>Cryptosporidium</italic>. Here, we focused on influenza, COVID-19, and cryptosporidiosis organoid models.</p>
<sec id="s4-1">
<title>4.1 Organoids modeling influenza</title>
<p>Influenza is an acute viral respiratory infection that causes significant morbidity and mortality worldwide (<xref ref-type="bibr" rid="B53">Gaitonde et al., 2019</xref>). Three distinct types of influenza viruses infect humans: influenza A, B, and C. There is no robust <italic>in vitro</italic> model for predicting the infectivity of influenza viruses in humans, which limits the research on influenza. Based on the long-term expanding 3D human airway organoids, <xref ref-type="bibr" rid="B167">Zhou et al. (2018)</xref> established improved 2D monolayer culture conditions for the differentiated airway organoids. Both the 2D differentiated airway organoids and the previously reported 3D system can morphologically and functionally simulate the human airway epithelium and be infected by influenza A viruses. Notably, the highly human-infective influenza A virus (IAV) isolate replicated dramatically, with a higher viral titer than the mild isolate. Thus, airway organoids can be used to rapidly assess the infectivity of emerging respiratory viruses in humans. The Michael group has used IAVs and influenza B viruses (IBVs) to infect human airway organoids derived from ASCs. They found that replication efficiencies in airway organoids were similar to those in human bronchial explants. Low tissue availability limits the applicability of the <italic>ex vivo</italic> explant model. However, airway organoids can self-renew and maintain tissue architecture during long-term expansion <italic>in vitro</italic>. Histology has revealed that airway organoids mimic the composition, cellular diversity, and organization in human airways (<xref ref-type="bibr" rid="B14">Bui et al., 2019</xref>; <xref ref-type="bibr" rid="B68">Hui et al., 2018</xref>). The successful establishment of these platforms provides a foundation for predicting the infectivity of influenza viruses and studying the interactions between the host and pathogen.</p>
</sec>
<sec id="s4-2">
<title>4.2 Organoids modeling COVID-19</title>
<p>With the recent spread of the COVID-19 pandemic, respiratory models have been rapidly established to study the biology and pathogenesis of SARS-CoV-2 infection (<xref ref-type="bibr" rid="B2">Asselah et al., 2021</xref>). Organoid models have been used not only in 3D structures but also in 2D ALI culture systems. <xref ref-type="bibr" rid="B125">Salahudeen et al. (2020)</xref> established a long-term organoid culture of the distal human lung, including AT2 and basal stem cells, and used this system to validate functional progenitor cells and to model SARS-CoV-2 infection, (<xref ref-type="bibr" rid="B97">Mallapaty, 2021</xref>). Similarly, <xref ref-type="bibr" rid="B163">Youk et al. (2020)</xref> developed a feeder-free, long-term, 3D culture technique for human AT2 cells derived from primary human lung tissues. This system appears to be more permissive to SARS-CoV-2 infection than the systems previously reported. <xref ref-type="bibr" rid="B145">Tindle et al. (2021)</xref> presented an adult lung organoid model that was complete with proximal airway and distal alveolar cell types, which were critical for viral infection and host immune response. <xref ref-type="bibr" rid="B87">Lamers et al. (2021a)</xref> reported that 2D airway organoid-derived ALI differentiated cultures allow efficient SARS-CoV-2 replication. This model reveals that SARS-CoV-2 entry into human airway organoids is serine protease-mediated and facilitated by the multibasic cleavage site (MBCS) (<xref ref-type="bibr" rid="B102">Mykytyn et al., 2021</xref>). Furthermore, they investigated whether mutations in SARS-CoV-2 spike MBCS could be prevented in this model. The results revealed that the 2D ALI airway organoids prevent SARS-CoV-2 multibasic cleavage site cell culture adaptation; thus, this model can be used for SARS-CoV-2 propagation if new variants emerge that are not genetically stable in cell lines (<xref ref-type="bibr" rid="B86">Lamers et al., 2021b</xref>). Airway organoids derived from hPSCs can also be used to model SARS-CoV-2 infections. Tiwari et al. generated human iPSC-derived lung organoids containing epithelial cells, AT1 and AT2 cells. These organoids express host cell receptor angiotensin-converting enzyme 2 (ACE2) and transmembrane serine protease 2 (TMPRSS2). They are also permissive to SARS-CoV-2 infection (<xref ref-type="bibr" rid="B146">Tiwari et al., 2021</xref>). In 2D airway organoids, the Omicron variant showed more robust replication than the WT virus, as seen in the respiratory tract (<xref ref-type="bibr" rid="B27">Chiu et al., 2022</xref>).</p>
</sec>
<sec id="s4-3">
<title>4.3 Organoids modeling cryptosporidiosis</title>
<p>For protozoan parasites, non-existent or inappropriate animal models limit the study of their biology and interactions with the host (<xref ref-type="bibr" rid="B80">Klotz et al., 2012</xref>). <italic>Cryptosporidium</italic> causes a diarrheal disease called cryptosporidiosis, which is a major cause of diarrhea in children (<xref ref-type="bibr" rid="B13">Bouzid et al., 2013</xref>; <xref ref-type="bibr" rid="B144">Thompson et al., 2005</xref>). Traditional 2D culture systems of cell lines only allow short-term infection (&#x3c;5&#xa0;days) and support an incomplete life cycle of the parasite (<xref ref-type="bibr" rid="B45">Dutta et al., 2019</xref>; <xref ref-type="bibr" rid="B101">Muller and Hemphill, 2013</xref>; <xref ref-type="bibr" rid="B73">Karanis and Aldeyarbi, 2011</xref>; <xref ref-type="bibr" rid="B74">Karanis, 2018</xref>). Adult-stem-cell-derived organoids replicate the physiology of their original tissues, providing possible conditions for infection and replication of protozoan parasites (<xref ref-type="bibr" rid="B30">Clevers, 2016</xref>). <xref ref-type="bibr" rid="B63">Heo et al. (2018)</xref> revealed that <italic>Cryptosporidium</italic> could infect intestinal and lung organoids derived from healthy human tissues. They introduced <italic>Cryptosporidium</italic> oocysts into organoids by microinjection. Compared to other methods, microinjection can maintain the 3D structure of organoids and allow precise control of parasite volume and direct apical-side contact of microbes (<xref ref-type="bibr" rid="B45">Dutta et al., 2019</xref>). About 100&#x2013;1,000 oocysts were injected into each organoid. <italic>Cryptosporidium</italic> can complete its full life cycle by generating new oocysts within the small intestinal and lung organoids. The new oocysts were infectious in the mouse experiments. This system supports the induction of type 1 interferon signaling, which is considered an antiparasitic effector (<xref ref-type="bibr" rid="B6">Barakat et al., 2009</xref>). This study established a physiologically relevant <italic>in vitro</italic> model system with organoids that are adaptable for studying parasitic biology and developing antiparasitic drugs.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Organoids modeling pulmonary fibrosis</title>
<p>In addition to cancer and infectious diseases, lung organoids from human PSCs or ASCs can model certain aspects of human pulmonary fibrosis, including IPF and CF (<xref ref-type="bibr" rid="B31">Danahay et al., 2015</xref>; <xref ref-type="bibr" rid="B82">Kobayashi et al., 2020</xref>; <xref ref-type="bibr" rid="B134">Strunz et al., 2020</xref>; <xref ref-type="bibr" rid="B72">Jacob et al., 2017</xref>; <xref ref-type="bibr" rid="B99">McCauley et al., 2017</xref>). Pulmonary fibrosis results from toxic, infectious or drug-induced injuries. Respiratory failure is the most common cause of pulmonary fibrosis-related death. Several genetic variants have been found to be associated with the progress of pulmonary fibrosis (<xref ref-type="bibr" rid="B143">Thannickal et al., 2004</xref>). Despite some breakthroughs in research, the clinical treatment strategy of pulmonary fibrosis remains very limited. Organoid technology contributes to mechanism research and drug development.</p>
<sec id="s5-1">
<title>5.1 Organoids modeling idiopathic pulmonary fibrosis</title>
<p>IPF is a particularly severe form of pulmonary fibrosis, with a median survival of 3&#x2013;5&#xa0;years after diagnosis. There are only two approved treatments for IPF (pirfenidone and nintedanib), which merely decelerate lung function decline (<xref ref-type="bibr" rid="B138">Sundarakrishnan et al., 2018b</xref>). <italic>In vitro</italic> models have contributed to the discovery of antifibrotic drugs and the study of pathogenesis. <xref ref-type="bibr" rid="B140">Surolia et al. (2017)</xref> cultured 3D organoids (pulmospheres) derived from IPF patients. Pulmospheres are composed of cells derived from patient lung biopsies, demonstrating the presence of &#x3b1;-SMA&#x2013;positive, SPC-positive, CD31-positive, and CD11b-positive cells. Immunofluorescence staining demonstrated that the cells in the IPF pulmospheres were supported and surrounded by extracellular matrix proteins, which recapitulated the <italic>in vivo</italic> architectural features. Additionally, the IPF pulmospheres in 3D culture have similar expression levels of cellular differentiation marker genes with those <italic>in vivo</italic>. Whereas, the same cells grown in 2D culture have less similarities (<xref ref-type="bibr" rid="B139">Surolia et al., 2019</xref>).</p>
<p>Genetic modification or stimulation of growth factors can also confer the pathological features of IPF in normal organoids. In lung bud organoids, the mutation of <italic>HPS1</italic>, <italic>HPS2</italic>, or <italic>HPS4</italic> leads to fibrotic changes, showing accumulation of extracellular matrix and mesenchymal cells (<xref ref-type="bibr" rid="B25">Chen et al., 2017</xref>). Deletion of IL-11 prevented fibrosis in <italic>HPS4</italic>
<sup>&#x2212;/&#x2212;</sup> organoids, indicating IL-11 as a potential therapeutic target (<xref ref-type="bibr" rid="B133">Strikoudis et al., 2019</xref>). Transforming growth factor-&#x3b2; (TGF-&#x3b2;) induces fibroblasts to obtain a myofibroblast phenotype (<xref ref-type="bibr" rid="B160">Wynn and Ramalingam, 2012</xref>). <xref ref-type="bibr" rid="B156">Wilkinson et al. (2017b)</xref> generated a model of progressive scarring that resembled human IPF by treating fetal lung fibroblast organoids or inducing pluripotent stem cell-derived mesenchymal cell organoids with TGF-&#x3b2;. In another example, bleomycin treatment induced IPF phenotypes such as fibroblast activation, cellular senescence and morphological change in human PSC-derived alveolar organoids (<xref ref-type="bibr" rid="B136">Suezawa et al., 2021</xref>).</p>
</sec>
<sec id="s5-2">
<title>5.2 Organoids modeling cystic fibrosis</title>
<p>CF is a multisystemic autosomal recessive disease with an incidence of 1/3,000&#x2013;10,000 newborns, which is caused by a wide variety of mutations in the CF transmembrane conductance regulator (CFTR) gene (<xref ref-type="bibr" rid="B18">Calucho et al., 2021</xref>). <xref ref-type="bibr" rid="B99">McCauley et al. (2017)</xref> generated CF patient-specific iPSC-derived airway organoids. They revealed the rapidity and stage specificity of Wnt-driven proximodistal airway patterning and generated the &#x201c;low-Wnt&#x201d; protocol to derive organoids from purified NKX2-1&#x2b; progenitors. A functional assessment revealed that iPSC-derived organoids exhibited CFTR-dependent swelling in response to forskolin. ASC-derived airway organoids of CF patients were established by <xref ref-type="bibr" rid="B124">Sachs et al. (2019)</xref>. Airway organoids from ASCs recapitulate central disease features and swell upon modulation of CFTR as well as activation of TMEM16A. The pathological manifestations of CF occur in multiple organs, such as the lungs, sinuses, pancreas, intestines, hepatobiliary tree, and vas deferens (<xref ref-type="bibr" rid="B128">Scott, 2013</xref>). Thus, rectal, intestinal, and naso-organoids are used as <italic>in vitro</italic> models for CF (<xref ref-type="bibr" rid="B18">Calucho et al., 2021</xref>; <xref ref-type="bibr" rid="B10">Berkers et al., 2019</xref>). These CF organoid models will facilitate gene functional studies, drug development, and personalized medical approaches for CF.</p>
</sec>
</sec>
<sec id="s6">
<title>6 Organoids modeling goblet cell metaplasia</title>
<p>GCM, an increase in the number of goblet cells and an overproduction of mucus, is a key feature common to many airway diseases, such as asthma, chronic obstructive pulmonary disease (COPD), and CF (<xref ref-type="bibr" rid="B31">Danahay et al., 2015</xref>; <xref ref-type="bibr" rid="B49">Fahy and Dickey, 2010</xref>). In 3D cultures, airway basal cells differentiate into goblet and ciliated cells and form &#x201c;bronchospheres.&#x201d; IL-13 induces a mucus hypersecretory phenotype in bronchospheres. Henry et al. developed a screenable 3D culture system of airway epithelial morphogenesis using bronchospheres. Through high-throughput screening, they found that similar to IL-13, many inflammatory cytokines could bias airway basal cell fate to drive GCM, a phenotype similar to GCM seen in many airway diseases. Notch2 has been identified as a key node required for GCM. Therefore, Notch2 may be a novel therapeutic target to prevent the development of GCM in respiratory diseases.</p>
<p>
<xref ref-type="bibr" rid="B93">Li et al. (2021a)</xref> found that <italic>LKB1</italic> expression was downregulated in the lungs of patients with COPD. An organoid culture study has demonstrated that <italic>Lkb1</italic> deficiency drives airway goblet cell differentiation and pulmonary macrophage recruitment. The <italic>Retnla</italic> expression levels were increased in club and goblet cells in the absence of LKB1. RELM-&#x3b1;, the protein encoded by <italic>Retnla</italic>, promotes the expression of goblet cell markers Muc5Ac, ClCa3, and Foxa3 in 3D organoid cultures. These results reveale that LKB1 deficiency-mediated RELM-&#x3b1; upregulation promotes airway GCM, suggesting that restoring LKB1 expression is a potential therapeutic strategy to treat respiratory disorders associated with GCM.</p>
</sec>
<sec id="s7">
<title>7 Applications of organoid technology in lung diseases</title>
<p>The <italic>in vitro</italic> lung organoid model is an excellent system for a wide range of basic and translational research (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Applications of organoid technology in lung diseases. Lung organoids can be established from healthy tissue and patient-derived disease tissue. 3D organoid cultures have great value in basic and translational research. <bold>(A)</bold>Combined with gene editing technique CRISPR/Cas9, organoid system provides ideal models for investigating genetic diseases caused by genetic alteration. <bold>(B,C)</bold> Organoid technology provides <italic>in vitro</italic> models for studying host-pathogen interactions and tumor cell-stromal cell interactions. <bold>(D,E)</bold> At the preclinical stage, organoids can also be used in drug development, including high-throughput drug screening and personalized drug. <bold>(F)</bold> In addition, 3D co-culture of tumor cells and T cells have the potential to study tumor immumotherapy. Created with <ext-link ext-link-type="uri" xlink:href="http://BioRender.com">BioRender.com</ext-link>.</p>
</caption>
<graphic xlink:href="fbioe-10-1066869-g002.tif"/>
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<sec id="s7-1">
<title>7.1 Lung organoids for basic research</title>
<p>Organoids recapitulate the features of the primary cell population and mimic the responses to genetic alterations and environmental effects. The organoid system allows researchers to intensively study the alterations at the genetic and molecular levels, as well as in the microenvironment during lung disease development.</p>
<sec id="s7-1-1">
<title>7.1.1 Genetic alterations</title>
<p>Organoids can be used to model and study the initiation and progression of lung diseases. Combined with CRISPR/Cas9 gene editing technology, lung organoids are well suited to identify genes that play important roles in disease development. As a striking example, <xref ref-type="bibr" rid="B103">Na et al. (2022)</xref> generated an organoid-derived SCLC model and found that <italic>Kmt2c</italic> deficiency promoted SCLC tumorigenesis and metastasis. This study was the first to reveal the function of <italic>KMT2C</italic> gene in SCLC. Differently from previously reported in leukemia (<xref ref-type="bibr" rid="B24">Chen et al., 2014</xref>), <italic>KMT2C</italic> deficiency promotes SCLC tumorigenesis and metastasis through DNMT3A-mediated epigenetic reprogramming. <xref ref-type="bibr" rid="B133">Strikoudis et al. (2019)</xref> found that the deletion of <italic>HPS1</italic>, <italic>HPS2</italic>, or <italic>HPS4</italic> in lung organoids generated from ESCs promoted fibrotic changes in lung organoids. However, the deletion of <italic>HPS8</italic> did not. <xref ref-type="bibr" rid="B166">Zheng et al. (2022)</xref> identified <italic>DNAH9</italic> mutation in primary cilia dyskinesia patient, and constructed <italic>Dnah9</italic> knock-down organoids, which displayed typical Primary cilia dyskinesia phenotypes: reduced ciliary beating and increased secretion of inflammatory factors.</p>
<p>The mutations of the <italic>CFTR</italic> gene cause CF (<xref ref-type="bibr" rid="B135">Stutts et al., 1995</xref>). CF organoid models could contribute to <italic>CFTR</italic> gene functional studies. Organoids derived from patients with CF allow the assessment of <italic>CFTR</italic> function in an organoid swelling assay. <xref ref-type="bibr" rid="B33">Dekkers et al. (2013)</xref> found that the function of the <italic>CFTR</italic> F508del mutant protein was restored by <italic>CFTR</italic>-restoring compounds. <xref ref-type="bibr" rid="B157">Wong et al. (2022)</xref> revealed the conductance defect of the rare <italic>CFTR</italic> mutation R352Q. Organoids derived from CF patients are also used to generate biobank for the study of gene correction by adenine base editors and <italic>CFTR</italic> repair (<xref ref-type="bibr" rid="B56">Geurts et al., 2020</xref>). <italic>CFTR</italic> is an attractive target for gene editing approaches. Gene therapy has been used to correct the <italic>CFTR</italic> locus using CRISPR/Cas9 and homologous recombination in CF patient-derived organoids. In these studies, organoids are used as a tool to model lung cancer and fibrotic lung disease and identify disease-associated genes.</p>
</sec>
<sec id="s7-1-2">
<title>7.1.2 Pathogenic infection</title>
<p>Because organoids represent most cellular components found in the organ of origin, they are widely applied to study the interactions between host and pathogen, particularly tropism and host immune response. Lung organoids derived from human PSCs have been used to study the cell tropism of SARS-CoV-2. <xref ref-type="bibr" rid="B110">Pei et al. (2021)</xref> demonstrated that SARS-CoV-2 infects ciliated, club, and AT2 cells. ASGR1 and KREMEN1 were identified as alternative receptors of SARS-CoV-2 and played essential roles in ACE2-independent virus entry (<xref ref-type="bibr" rid="B58">Gu et al., 2022</xref>). In SARS-CoV-2-infected airway organoids, HIF1&#x251; signaling regulated glycolysis, and GW6471 blocked infection by inhibiting the HIF1&#x251;-glycolysis axis (<xref ref-type="bibr" rid="B42">Duan et al., 2021</xref>). Using human ASC-derived lung organoids, <xref ref-type="bibr" rid="B14">Bui et al. (2019)</xref> reported that IBVs infected various cell types, including ciliated, club, goblet, and basal cells. Similarly, human airway organoids have been employed in studying the cell tropism of IAV (<xref ref-type="bibr" rid="B68">Hui et al., 2018</xref>). H1N1, H7N9, and H5N6 viruses infected ciliated cells and goblet cells, but not basal cells in organoids, as observed in bronchus explants.</p>
<p>On the other hand, these models that mimic the cellular response to pathogen infection are crucial for studying the pathogenesis of the pathogen and developing vaccines and therapeutics. <xref ref-type="bibr" rid="B75">Katsura et al. (2020)</xref> reported an alveolosphere culture system for the propagation and differentiation of human AT2 cells. This system also supports the immune response to SARS-CoV-2 infection, and transcriptome analysis of infected organoids mirrors inflammatory responses in COVID-19 lungs. Low-dose interferon pre-treatment has proved to block SARS-CoV-2 replication in organoids, suggesting an effective therapy for COVID-19. Similarly, <xref ref-type="bibr" rid="B163">Youk et al. (2020)</xref> developed a SARS-CoV-2 infection model in which the expression of interferon-associated genes (such as <italic>IFI27</italic> and <italic>IFI6</italic>) and proinflammatory genes (such as <italic>DDX58</italic> and <italic>IL6</italic>) significantly increased, indicating an innate immune response in organoids. In iPSC-derived lung organoids, interferons, cytokines, and chemokines are induced, and key genes of the inflammasome pathway are activated after infection (<xref ref-type="bibr" rid="B146">Tiwari et al., 2021</xref>). <xref ref-type="bibr" rid="B126">Salgueiro et al. (2022)</xref> found that cancer-derived lung organoids showed a more decreased innate immune response to influenza A virus than those derived from healthy tissue. Overall, these models offer a robust system for studying pathogen infection and developing effective therapies (<xref ref-type="bibr" rid="B122">Rodrigues Toste de Carvalho et al., 2021</xref>).</p>
</sec>
<sec id="s7-1-3">
<title>7.1.3 Tumor cell-stroma cell interactions</title>
<p>It is becoming well established that interactions between the stroma and tumor cells play a critical role in tumor growth and progression (<xref ref-type="bibr" rid="B16">Bussard et al., 2016</xref>). As described by Lambrechts, 52 stromal subtypes have been identified in human lung tumors, including tumor-associated fibroblasts, endothelial cells, and tumor-infiltrating immune cells (<xref ref-type="bibr" rid="B85">Lambrechts et al., 2018</xref>). However, little is known about the mechanisms of interactions between the stroma and tumor cells. The organoid <italic>in vitro</italic> co-culture systems provide a novel method for studying these cell-cell interactions. Chan et al. developed an <italic>in vitro</italic> 3D NSCLC model comprising human lung adenocarcinoma cells, fibroblasts, endothelial cells, and NSCLC cancer stem cells. This model recapitulates the tumor microenvironment characteristics and tumor cell heterogeneity (<xref ref-type="bibr" rid="B23">Chan et al., 2016</xref>). Using the alginate microencapsulation strategy, <xref ref-type="bibr" rid="B115">Rebelo et al. (2018)</xref> established a 3D cell model enclosing three cellular components: NSCLC cells, cancer-associated fibroblasts, and monocytes. The &#x201c;3D-3-culture&#x201d; model recreated the activation of monocytes into tumor-associated macrophages <italic>in vitro</italic> and demonstrated the macrophage plasticity in response to chemotherapy and immunotherapy. Similarly, by co-culturing AT2 cells with macrophages in an organoid system, <xref ref-type="bibr" rid="B89">Lechner et al. (2017)</xref> revealed that type 2 innate lymphoid cells and lung macrophages supported alveolar epithelial stem cell proliferation and differentiation. <xref ref-type="bibr" rid="B51">Ferreira et al. (2018)</xref> engineered hybrid 3D multicellular tumor spheroids that combined A549, fibroblasts, and human mesenchymal stem cells from bone marrow (hBM-MSCs) with bioinstructive hyaluronan microparticles. In this <italic>in vitro</italic> model, hBM-MSCs exhibit dynamic interactions with cancer cells and fibroblasts, as observed <italic>in vivo</italic>. To study tumor metastasis, <xref ref-type="bibr" rid="B114">Ramamoorthy et al. (2019)</xref> developed a multicellular lung organoid model that resembles the architecture of metastatic tumors <italic>in vivo</italic>. This study provides an <italic>in vitro</italic> model for studying tumor metastasis and has significant utility in developing ideal therapeutic agents. These findings demonstrate the ability of organoids to recapitulate the interactions of tumor cell-stroma cell, suggesting the potential use of organoid models to develop novel therapies targeting the tumor microenvironment.</p>
</sec>
</sec>
<sec id="s7-2">
<title>7.2 Lung organoids for clinical translational research</title>
<p>Organoids maintain the functions of primary tissues and recapitulate drug responses. Therefore, organoid technology may significantly improve therapeutic development. Below, we discuss the current applications of lung organoids in therapeutics and drug development and list the important reports about drug development based on lung organoids (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Therapy strategy development based on lung organoids.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Therapy</th>
<th align="left">Drug</th>
<th align="left">Target</th>
<th align="left">Mechanism</th>
<th align="left">Preclinical study or clinical trial</th>
<th align="left">Reference</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">PARP inhibitor</td>
<td align="left">Olaparib</td>
<td align="left">BRCA2 p.W2619C NSCLC</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 31488816</td>
</tr>
<tr>
<td align="left">EGFR tyrosine kinase inhibitors</td>
<td align="left">Erlotinib</td>
<td align="left">EGFR-mutant NSCLC</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 31488816</td>
</tr>
<tr>
<td align="left">c-Met inhibitor</td>
<td align="left">Crizotinib</td>
<td align="left">EGFR-mutant/MET-amplified organoid NSCLC</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 31488816</td>
</tr>
<tr>
<td align="left">ERBB2 inhibitor and RET-fusion inhibitor</td>
<td align="left">Poziotinib, pralsetinib</td>
<td align="left">Lung adenocarcinoma harboring ERBB2 exon 20 insertions or RET fusions, respectively</td>
<td align="left">NA</td>
<td align="left">Clinical trial registration: NCT02609776</td>
<td align="left">PMID: 34083237</td>
</tr>
<tr>
<td rowspan="2" align="left">EGFR-MET Bispecific Antibody</td>
<td rowspan="2" align="left">Amivantamab (JNJ-61186372)</td>
<td rowspan="2" align="left">EGFR Exon 20 Insertion NSCLC</td>
<td rowspan="2" align="left">Amivantamab Induces Antibody-Dependent Cell-Mediated Cytotoxicity</td>
<td rowspan="2" align="left">NA</td>
<td align="left">PMID: 32414908</td>
</tr>
<tr>
<td align="left">PMID: 34339292</td>
</tr>
<tr>
<td align="left">Targeting the AGO-KRAS interaction</td>
<td align="left">NA</td>
<td align="left">KRASG12D-driven NSCLC</td>
<td align="left">Ago2 ablation suppresses KRAS signaling in NSCLC</td>
<td align="left">NA</td>
<td align="left">PMID: 33972443</td>
</tr>
<tr>
<td align="left">Cyclin-dependent kinase 7 inhibitor</td>
<td align="left">YPN-005</td>
<td align="left">SCLC</td>
<td align="left">YPN-005 significantly decreases the phosphorylation of the carboxyl-terminal domain of RNA polymerase II</td>
<td align="left">NA</td>
<td align="left">PMID: 34224696</td>
</tr>
<tr>
<td align="left">Rescuing histone and DNA hypomethylation</td>
<td align="left">SAM</td>
<td align="left">SCLC</td>
<td align="left">SAM rescues KMT2C-loss-initiated epigenetic reprogramming</td>
<td align="left">Clinical trial registration: NCT02535507</td>
<td align="left">PMID: 35449309</td>
</tr>
<tr>
<td align="left">pan-HER receptor tyrosine kinase inhibitor</td>
<td align="left">Pyrotinib</td>
<td align="left">HER2 exon 20 insertions in NSCLC</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 30596880</td>
</tr>
<tr>
<td align="left">WEE1 Kinase Inhibitor</td>
<td align="left">AZD1775</td>
<td align="left">LKB1-Deficient NSCLC</td>
<td align="left">Loss of ATM phosphorylation of LKB1 contributes to AZD1775 &#x2b; cisplatin sensitivity</td>
<td align="left">NA</td>
<td align="left">PMID: 28652249</td>
</tr>
<tr>
<td align="left">MEK inhibitor</td>
<td align="left">Trametinib, selumetinib</td>
<td align="left">KRAS mutation and amplification NSCLC</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 31694835</td>
</tr>
<tr>
<td align="left">Combining FGFR and MEK inhibitors</td>
<td align="left">BGJ398&#x2b;trametinib combination</td>
<td align="left">FGFR1 amplified LUSC</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 31694835</td>
</tr>
<tr>
<td align="left">TMPRSS2 as an attractive pan-coronavirus therapeutic target</td>
<td align="left">NA</td>
<td align="left">pan-coronaviruses</td>
<td align="left">Knockout of TMPRSS2 effectively blocks viral replication</td>
<td align="left">NA</td>
<td align="left">PMID: 34535662</td>
</tr>
<tr>
<td align="left">Low-dose IFN pre-treatment</td>
<td align="left">IFN</td>
<td align="left">SARS-CoV-2</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="left">PMID: 33128895</td>
</tr>
<tr>
<td align="left">Entry inhibitors of SARS-CoV-2</td>
<td align="left">Imatinib, MPA, and QNHC</td>
<td align="left">SARS-CoV-2</td>
<td align="left">Imatinib and QNHC bind with ACE2; MPA and QNHC treatment decrease the expression levels of FURIN</td>
<td align="left">NA</td>
<td align="left">PMID: 33116299</td>
</tr>
<tr>
<td align="left">Blocking SARS-CoV-2 infection</td>
<td align="left">GW6471</td>
<td align="left">SARS-CoV-2</td>
<td align="left">GW6471 inhibits the HIF1&#x251;-glycolysis axis</td>
<td align="left">NA</td>
<td align="left">PMID: 34731648</td>
</tr>
<tr>
<td align="left">Pan-ErbB inhibitor</td>
<td align="left">Lapatinib</td>
<td align="left">SARS-CoV-2</td>
<td align="left">ErbB4 is required for SARS-CoV-2 entry</td>
<td align="left">NA</td>
<td align="left">PMID: 34159337</td>
</tr>
<tr>
<td align="left">VimIF assembly inhibitor</td>
<td align="left">Withaferin A</td>
<td align="left">IPF</td>
<td align="left">WFA reduces the invasiveness of lung fibroblasts</td>
<td align="left">NA</td>
<td align="left">PMID: 30944258</td>
</tr>
<tr>
<td align="left">IL-11 as a therapeutic target</td>
<td align="left">NA</td>
<td align="left">IPF</td>
<td align="left">IL-11 induces fibrosis in WT organoids, while its deletion prevented fibrosis in HPS4&#x2212;/&#x2212; organoids</td>
<td align="left">NA</td>
<td align="left">PMID: 31216486</td>
</tr>
<tr>
<td align="left">ALK5 inhibitor and integrin &#x251;V&#x3b2;6 antagonist</td>
<td align="left">SB525334, GSK3008348</td>
<td align="left">IPF</td>
<td align="left">ALK5 inhibitors and integrin &#x3b1;V&#x3b2;6 antagonists suppress TGF&#x3b2; signaling</td>
<td align="left">NA</td>
<td align="left">PMID: 34798066</td>
</tr>
<tr>
<td align="left">Notch2 blockade as a therapeutic strategy</td>
<td align="left">NA</td>
<td align="left">GCM (such as asthma, COPD, and CF)</td>
<td align="left">Antibodies that specifically inhibit Notch2, inhibit IL-13-driven goblet cell metaplasia <italic>in vitro</italic> and <italic>in vivo</italic>
</td>
<td align="left">NA</td>
<td align="left">PMID: 25558064</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>NA, not available; VimIF, vimentin intermediate filament; MPA, mycophenolic acid; QNHC, quinacrine dihydrochloride; SAM, S-Adenosyl methionine; SCLC, small cell lung cancer; NSCLC, non-small cell lung cancer; LUSC, lung squamous cell carcinoma; SARS-CoV-2, severe acute respiratory syndrome coronavirus 2; IPF, idiopathic pulmonary fibrosis; GCM, goblet cell metaplasia; COPD, chronic obstructive pulmonary disease; CF, cystic fibrosis.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s7-2-1">
<title>7.2.1 Drug testing</title>
<p>During the past decades, scientists have used the traditional 2D culture cell lines to screen antitumor drugs, most of which have proved ineffective in clinical studies (<xref ref-type="bibr" rid="B21">Caponigro and Sellers, 2011</xref>). The current research leads us to believe that the organoid technology can fill the gap between classical 2D cell lines and clinical trials. <xref ref-type="bibr" rid="B130">Shi et al. (2020)</xref> established a protocol for developing NSCLC organoids to lay the foundation for drug screening and biomarker identification. <xref ref-type="bibr" rid="B71">Jabs et al. (2017)</xref> developed an automated microscopy-based assay to resolve drug-induced cell death and proliferation inhibition. This has been used to screen clinically relevant drugs for lung cancer treatment. <xref ref-type="bibr" rid="B78">Kim et al. (2019)</xref> created a biobank of 80 lung cancer organoid lines from five subtypes of lung cancer that can be used for anticancer drug screening. Based on genomic alterations, organoids derived from different patients respond differently to drugs: A BRCA2-mutant organoid responds to olaparib, an EGFR-mutant organoid responds to erlotinib, and an EGFR-mutant/MET-amplified organoid responds to crizotinib. Because p.M965I is non-pathogenic to BRCA2 function, organoids with the BRCA2 p.M965I mutation had a higher olaparib IC50 than organoids with the BRCA2 p.W2619C mutation. Using SCLC patient-derived organoids, <xref ref-type="bibr" rid="B29">Choi et al. (2021b)</xref>. developed a novel CDK7 inhibitor, YPN-005, which showed potent anticancer effects compared to the CDK7 inhibitor THZ1. Human PSC-derived lung organoids infected with SARS-CoV-2 can serve as valuable <italic>in vitro</italic> platforms for drug screening to identify candidate COVID-19 therapeutics. Through high-throughput screening, some FDA-approved drugs, including imatinib, mycophenolic acid, and quinacrine dihydrochloride, have proven to be entry inhibitors of SARS-CoV-2 (<xref ref-type="bibr" rid="B62">Han et al., 2021</xref>). Human airway epithelium organoids also were used to test the treatment effect of molnupiravir against different SARS-CoV-2 variants (<xref ref-type="bibr" rid="B94">Lieber et al., 2022</xref>). <xref ref-type="bibr" rid="B127">Saul et al. (2021)</xref> revealed that Pan-ErbB inhibitors rescued cells from SARS-CoV-2 replication, inflammation and lung injury. Enzalutamide, a second-generation antiandrogen agent, effectively inhibited SARS-CoV-2 infection in human prostate cells. However, enzalutamide showed no antiviral activity in human lung organoids, suggesting its inappropriateness in treating COVID-19 through targeting lung cells (<xref ref-type="bibr" rid="B91">Li et al., 2021b</xref>).</p>
<p>In addition to lung cancer and infectious diseases, 3D lung organoids also have been used to develop novel therapeutic strategies for IPF and CF. Using an <italic>in vitro</italic> IPF model, <xref ref-type="bibr" rid="B139">Surolia et al. (2019)</xref> observed that vimentin intermediate filament assembly regulated fibroblast invasion in fibrogenic lung injury. Following treatment with withaferin A, an inhibitor of vimentin intermediate filament assembly, 14 of 15 patient pulmospheres demonstrated inhibition of invasion. Chemical screening performed in IPF organoids showed that ALK5 inhibitor and integrin &#x251;V&#x3b2;6 antagonist ameliorated the fibrogenic changes (<xref ref-type="bibr" rid="B136">Suezawa et al., 2021</xref>). A multimodal iPSC-derived organoid platform was generated for CF drug testing. This platform can be used to accelerate therapeutic development for CF caused by rare variants (<xref ref-type="bibr" rid="B9">Berical et al., 2022</xref>). Sodium/glucose cotransporters were revealed as potential therapeutic targets for CF (<xref ref-type="bibr" rid="B65">Hirai et al., 2022</xref>).</p>
</sec>
<sec id="s7-2-2">
<title>7.2.2 Personalized medicine</title>
<p>Owing to the heterogeneity of the disease, certain treatments work well for some patients but do not show promising results in others. Personalized medicine applies specific treatments to each patient. PDX model facilitates personalized medicine (<xref ref-type="bibr" rid="B92">Li et al., 2020</xref>; <xref ref-type="bibr" rid="B161">Xia et al., 2019</xref>; <xref ref-type="bibr" rid="B1">Aboulkheyr Es et al., 2018</xref>). However, they have several disadvantages, including a low success rate, high requirements for clinical samples, species differences, and most importantly, the inability to achieve high-throughput drug screening. Organoids derived from patients recapitulate the <italic>in vivo</italic> characteristics of genomic alterations, morphology, transcriptome, and drug response, even after long-term culture (<xref ref-type="bibr" rid="B109">Pasch et al., 2019</xref>). Thus, patient-derived organoids (PDOs) have been used as preclinical models to develop personalized medical strategies that provide support for clinical trials. Liello et al. reported a clinical case in which a patient with NSCLC responded significantly to the anti-PD-1 drug pembrolizumab. In concordance with the clinical response, in treating patient-derived 3D spheroids, researchers observed a high sensitivity to immunotherapy, whereas they did not see a significant response to standard cisplatin-based chemotherapy (<xref ref-type="bibr" rid="B34">Di Liello et al., 2019</xref>). Similarly, using organoids derived from a HER2-A775_G776YVMA-inserted advanced lung adenocarcinoma patient sample, <xref ref-type="bibr" rid="B152">Wang et al. (2019)</xref> demonstrated the antitumor activity of pyrotinib. In phase II clinical trial of pyrotinib 400&#xa0;mg orally daily, 15 patients with HER2-mutant NSCLC showed an objective response rate of 53.3% and a median progression-free survival of 6.4&#xa0;months. PDO-based drug testing revealed that the combination of FGFR and MEK inhibitors showed better treatment effects than a single FGFR inhibitor in FGFR1 amplified LUSC (<xref ref-type="bibr" rid="B130">Shi et al., 2020</xref>). PDO models from NSCLC patients with EGFR exon 20 insertions were used to characterize the antitumor activity of amivantamab. As observed in the organoid model, amivantamab has potent antitumor activity in NSCLC patients with EGFR exon20ins disease (<xref ref-type="bibr" rid="B165">Yun et al., 2020</xref>; <xref ref-type="bibr" rid="B108">Park et al., 2021</xref>). In LKB1-Deficient NSCLC organoids, the WEE1 kinase inhibitor AZD1775 alone and in combination with DNA agents has significant anticancer effects (<xref ref-type="bibr" rid="B116">Richer et al., 2017</xref>), thus providing a potential clinical application for AZD1775 in LKB1-Deficient NSCLC. Lung adenocarcinoma patient derived organoids were used to identify effective anti-cancer drugs poziotinib and pralsetinib for <italic>ERBB2</italic> exon 20 insertions and <italic>RET</italic> fusions, respectively (<xref ref-type="bibr" rid="B79">Kim et al., 2021</xref>). Given the low success rates and the lengthy time in establishing PDOs, <xref ref-type="bibr" rid="B67">Hu et al. (2021)</xref> developed an integrated superhydrophobic microwell array chip, which could facilitate high-throughput 3D culture and drug test of lung cancer organoids within a week. For targeted therapy or chemotherapy, the drug test results are in good agreement with clinic outcomes. These findings highlight the important translational nature of organoid-based personalized medicine.</p>
</sec>
<sec id="s7-2-3">
<title>7.2.3 Immunotherapy</title>
<p>Over the past decade, immunotherapy has shown substantial clinical activity for a subset of cancer patients (<xref ref-type="bibr" rid="B120">Riley et al., 2019</xref>; <xref ref-type="bibr" rid="B107">O&#x27;Donnell et al., 2019</xref>). Immune checkpoint inhibitors (ICIs), particularly inhibitors of the PD-1 axis, have led to the increased overall survival of patients with NSCLC (<xref ref-type="bibr" rid="B38">Doroshow et al., 2019</xref>; <xref ref-type="bibr" rid="B81">Ko et al., 2018</xref>; <xref ref-type="bibr" rid="B54">Gandhi et al., 2018</xref>). However, the patient&#x2019;s response to ICIs depends on the expression of target molecules and the tumor microenvironment. Platforms that allow the analysis and modeling of the complexity of the microenvironment would greatly contribute to the understanding of the critical mechanism that mediates a successful antitumor immune response (<xref ref-type="bibr" rid="B36">Dijkstra et al., 2018</xref>; <xref ref-type="bibr" rid="B164">Yuki et al., 2020</xref>; <xref ref-type="bibr" rid="B159">Wu et al., 2022</xref>). Several recent studies have successfully established <italic>in vitro</italic> culture systems to induce and analyze the tumor immune microenvironment (<xref ref-type="bibr" rid="B5">Bar-Ephraim et al., 2020</xref>). Lung organoids have also been used to study NSCLC immunotherapy <italic>in vitro</italic>. <xref ref-type="bibr" rid="B36">Dijkstra et al. (2018)</xref> developed a co-culture strategy of autologous tumor organoids and peripheral blood lymphocytes. This method allows tumor-reactive T cells to be enriched from the peripheral blood of patients with NSCLC or CRC. Furthermore, these T cells can kill the matched tumor organoids. This study provides a means to assess the sensitivity and resistance of tumor cells to immunotherapy (<xref ref-type="bibr" rid="B22">Cattaneo et al., 2020</xref>). In the same year, <xref ref-type="bibr" rid="B105">Neal et al. (2018)</xref> used a patient-derived organoid ALI system to model the tumor immune microenvironment, in which the original tumor T cell receptor spectrum was preserved and the immune checkpoint was blocked with anti-PD-1 and/or anti-PD-L1. Using this method, PDO tumor-infiltrating lymphocytes from NSCLC recapitulated the PD-1-dependent immune checkpoint. Thus, PDOs that incorporate immune and other stromal components may contribute to personalized immunotherapy for cancer. Hai et al. generated genetically engineered mouse lung organoid models of squamous cell lung cancer. Using this genetically defined mouse model and 3D tumor organoid culture system, they revealed that WEE1 inhibition can enhance the antitumor activity of anti-PD-1 monotherapy. Combined immune checkpoint blockade and WEE1 inhibition enhances NK and T cell recruitment in tumors and decreases immunosuppressive neutrophilic tumor infiltration (<xref ref-type="bibr" rid="B60">Hai et al., 2020</xref>), suggesting that organoid technology can also be used in the study of combinatorial immunotherapy.</p>
</sec>
</sec>
</sec>
<sec id="s8">
<title>8 Limitations and perspectives</title>
<p>Although lung organoids have a wide range of applications, the limitations and challenges of this technology cannot be ignored. The first limitation is the contamination of the lung cancer organoids. <xref ref-type="bibr" rid="B37">Dijkstra et al. (2020)</xref> obtained &#x3e;70 lung cancer organoids derived from patients with NSCLC and identified the tumor purity of organoids by genetic analysis, histomorphology, and immunohistochemistry. They found that eighty percent of organoids derived from intrapulmonary lung cancers were overgrown by normal airway organoids. The establishment rate of pure NSCLC organoids is as low as 17%. Another study reported similar establishment rates (28%) for metastatic NSCLC (<xref ref-type="bibr" rid="B124">Sachs et al., 2019</xref>). Contamination has also been described in the culture of prostate cancer organoids (<xref ref-type="bibr" rid="B41">Drost et al., 2016</xref>; <xref ref-type="bibr" rid="B55">Gao et al., 2014</xref>). The low establishment rate and frequent overgrowth of normal airway organoids limit the potential use of NSCLC organoids for personalized medicine. Strategies to apply growth factor conditions that selectively isolate tumor cells may overcome this complication (<xref ref-type="bibr" rid="B12">Bose et al., 2021</xref>). <xref ref-type="bibr" rid="B124">Sachs et al. (2019)</xref> used Nutlin-3a, driving TP53 wild-type organoids into senescence or apoptosis, to allow the outgrowth of tumor organoids with mutant TP53 (<xref ref-type="bibr" rid="B148">Vassilev et al., 2004</xref>).</p>
<p>Secondly, most current lung organoid models cannot totally mimic native tissue architecture and associated tissue microenvironments (<xref ref-type="bibr" rid="B76">Kim et al., 2020b</xref>). In other words, it is difficult to faithfully recapitulate the cell-cell/cell-matrix interactions, which are required to maintain <italic>in situ</italic> organization in tissues (<xref ref-type="bibr" rid="B162">Yin et al., 2016</xref>). The current culture conditions are unavailable for self-renew and assembly of some tissue components, particularly nervous cells. One possible solution is to develop and optimize the co-culture systems. Combined with the use of novel materials, the tissue-engineering approach recapitulated <italic>in vivo</italic> tissue development by reconstituting stem cells with other cell components, such as fibroblasts and immune cells. <xref ref-type="bibr" rid="B158">Workman et al. (2017)</xref> combined human PSC-derived neural crest cells and human intestinal organoids to recapitulate normal intestinal enteric nervous system development. Similarly, as the frequent impact on the central nervous system by SARS-CoV-2 infection, a 3D neural-perivascular &#x201c;assembloid&#x201d; containing pericyte-like cells and cortical organoids were generated. Compared to traditional cortical organoids, assembloids produce approximately 50-fold increased viral particles, showing robust SARS-CoV-2 infection. Assembloids can serve as models for SARS-CoV-2 neural infection and viral neuropathology (<xref ref-type="bibr" rid="B150">Wang et al., 2021</xref>). <xref ref-type="bibr" rid="B76">Kim et al. (2020b)</xref> created multilayer bladder assembloides by reconstituting the tissue stem cells with stromal components. Normal assembloids recapitulate the <italic>in vivo</italic> architecture with the inner epithelium and connective stroma surrounded by an outer muscle layer. Tumor assemblies represent the pathophysiological features of urothelial carcinoma. In the future, the establishment and optimization of co-culture systems that recapitulate the characteristics of the original tissue will be important for studying lung development and disease.</p>
<p>Despite these limitations, lung organoids have emerged as versatile and powerful <italic>in vitro</italic> models for studying lung diseases. <italic>In vitro</italic> organoids closely recapitulate the genomics and biology of patient tissues and reproduce clinical responses to chemotherapy and immunotherapy, making them highly efficient models for drug development in personalized medicine. Combined with gene-editing technologies, such as CRISPR/Cas9, suppressor genes of organoids can be precisely edited, laying a foundation for research of gene-driven diseases. In summary, overcoming the current limitations and challenges may expand the scope of application and increase the precision of the model.</p>
</sec>
</body>
<back>
<sec id="s9">
<title>Author contributions</title>
<p>Conceived and designed the analysis: JC, FN. Wrote the paper: JC, FN.</p>
</sec>
<sec id="s10">
<title>Funding</title>
<p>This work was supported by grants from the National Natural Science Foundation of China (Grant No. 82102779) and Chengdu Science and Technology Project (Grant No. 2022-YF05-02051-SN)</p>
</sec>
<ack>
<p>We thank the members of the C. C.-L. Y. laboratory for constructive discussions and suggestions.</p>
</ack>
<sec sec-type="COI-statement" id="s11">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s12">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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