リケラボ論文検索は、全国の大学リポジトリにある学位論文・教授論文を一括検索できる論文検索サービスです。

リケラボ 全国の大学リポジトリにある学位論文・教授論文を一括検索するならリケラボ論文検索大学・研究所にある論文を検索できる

リケラボ 全国の大学リポジトリにある学位論文・教授論文を一括検索するならリケラボ論文検索大学・研究所にある論文を検索できる

大学・研究所にある論文を検索できる 「In vivo induction of activin A-producing alveolar macrophages supports the progression of lung cell carcinoma」の論文概要。リケラボ論文検索は、全国の大学リポジトリにある学位論文・教授論文を一括検索できる論文検索サービスです。

コピーが完了しました

URLをコピーしました

論文の公開元へ論文の公開元へ
書き出し

In vivo induction of activin A-producing alveolar macrophages supports the progression of lung cell carcinoma

Taniguchi, Seiji 大阪大学

2023.01.17

概要

Title

In vivo induction of activin A-producing
alveolar macrophages supports the progression of
lung cell carcinoma

Author(s)

Taniguchi, Seiji; Matsui, Takahiro; Kimura,
Kenji et al.

Citation

Nature Communications. 2023, 14(1), p. 143

Version Type VoR
URL
rights

https://hdl.handle.net/11094/93152
This article is licensed under a Creative
Commons Attribution 4.0 International License.

Note

Osaka University Knowledge Archive : OUKA
https://ir.library.osaka-u.ac.jp/
Osaka University

Article

https://doi.org/10.1038/s41467-022-35701-8

In vivo induction of activin A-producing
alveolar macrophages supports the
progression of lung cell carcinoma
Received: 30 March 2022

Check for updates

1234567890():,;

1234567890():,;

Accepted: 16 December 2022

Seiji Taniguchi1,2,3, Takahiro Matsui 1,4 , Kenji Kimura3, Soichiro Funaki3,
Yu Miyamoto1,2, Yutaka Uchida 1,2, Takao Sudo1,2, Junichi Kikuta 1,2,5,
Tetsuya Hara6, Daisuke Motooka7,8, Yu-Chen Liu8, Daisuke Okuzaki 7,8,
Eiichi Morii 4, Noriaki Emoto 6, Yasushi Shintani 3 & Masaru Ishii 1,2,5

Alveolar macrophages (AMs) are crucial for maintaining normal lung function.
They are abundant in lung cancer tissues, but their pathophysiological significance remains unknown. Here we show, using an orthotopic murine lung
cancer model and human carcinoma samples, that AMs support cancer cell
proliferation and thus contribute to unfavourable outcome. Inhibin beta A
(INHBA) expression is upregulated in AMs under tumor-bearing conditions,
leading to the secretion of activin A, a homodimer of INHBA. Accordingly,
follistatin, an antagonist of activin A is able to inhibit lung cancer cell proliferation. Single-cell RNA sequence analysis identifies a characteristic subset
of AMs specifically induced in the tumor environment that are abundant in
INHBA, and distinct from INHBA-expressing AMs in normal lungs. Moreover,
postnatal deletion of INHBA/activin A could limit tumor growth in experimental models. Collectively, our findings demonstrate the critical pathological
role of activin A-producing AMs in tumorigenesis, and provides means to
clearly distinguish them from their healthy counterparts.

Cancerous tissues comprise a wide variety of cells in addition to tumor
cells, such as immune cells, fibroblasts1, endothelial cells2, and neural
cells3, which constitute unique microenvironments specific to the cancer
cell type. In particular, different types of immune cells have been
demonstrated to play critical roles in suppressing or promoting tumor
progression in relation to their environment in vivo. Various chemokines
secreted by cancer cells mobilize immune cells, such as cytotoxic CD8+ T
lymphocytes, NK cells, and dendritic cells that attack tumors, into the
cancer microenvironment4. In contrast, immunosuppressive cell types

are also recruited by tumor-secreting cytokines/chemokines, which
serve as ‘internal enemies’ to promote cancer proliferation, invasion, and
metastasis. For example, myeloid-derived suppressor cells (MDSCs)
and tumor-associated macrophages (TAMs) are mobilized to the
cancer microenvironment via systemic circulation to promote tumor
progression5. Among them, TAMs are the most abundant, and the
majority differentiate from bone marrow-derived Ly6c+ inflammatory
monocytes6–8. TAMs are thought to be influenced by cancer cells after
mobilization to transform into phenotypes that benefit the tumor9.

1

Department of Immunology and Cell Biology, Osaka University Graduate School of Medicine, Suita, Osaka 565-0871, Japan. 2Laboratory of Immunology and
Cell Biology, WPI-Immunology Frontier Research Center, Osaka University, Suita, Osaka 565-0871, Japan. 3Department of General Thoracic Surgery, Osaka
University Graduate School of Medicine, Suita, Osaka 565-0871, Japan. 4Department of Pathology, Osaka University Graduate School of Medicine, Suita,
Osaka 565-0871, Japan. 5Laboratory of Bioimaging and Drug Discovery, National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Osaka 5670085, Japan. 6Laboratory of Clinical Pharmaceutical Science, Kobe Pharmaceutical University, Higashinada, Kobe 658-8558, Japan. 7Genome Information
Research Center, Research Institute for Microbial Diseases, Osaka University, Suita, Osaka 565-0871, Japan. 8Laboratory of Human Immunology (Single Cell
e-mail: matsuit@molpath.med.osaka-u.ac.jp;
Genomics), WPI-Immunology Frontier Research Center, Osaka University, Suita, Osaka 565-0871, Japan.
mishii@icb.med.osaka-u.ac.jp

Nature Communications | (2023)14:143

1

Article
For instance, TAMs secrete angiogenic factors such as vascular endothelial growth factor to promote tumor angiogenesis and invasion. They
also produce transforming growth factor-β (TGF-β) and epidermal
growth factor to induce epithelial-mesenchymal transition (EMT) during
tumor metastasis. Additionally, TAMs exhibit immunomodulatory
properties: TAMs can produce IL-10, TGF-β, and prostaglandin E2;
mobilize regulatory T cells (Tregs) via C-C motif chemokine 2 (CCL2);
and express programmed death ligand 1/2 (PD-L1/L2) and CD80/86 (B71/2) on their cell surfaces to inhibit immune effector cell activation10. A
comprehensive understanding of tumor-associated immune cells is a
prerequisite for the ultimate control of cancer.
Recent studies have revealed that macrophages arise from two
distinct lineages, along with the discovery of tissue-resident macrophages (TRMs), which have a different origin from those derived from
bone marrow monocytes. In certain tissues, such as the brain, liver, and
lungs, TRMs originating from hematopoietic progenitors in the yolk
sac at the embryonic stage can maintain themselves in situ by selfrenewal and exhibit several microenvironment-specific phenotypes
and functions11–13. In the lungs, alveolar macrophages (AMs) are TRMs
residing in alveolar spaces and constitute one of the two macrophage
populations in the lungs, along with interstitial macrophages (IMs) that
are mainly of bone marrow origin14. AMs have been shown to clean
lung surfactants and protect against infection in the homeostatic
state15. In terms of lung cancers, although the involvement of TAMs has
been referred16, the possible roles of AMs, even though they are by far
abundant major macrophage subsets in cancerous tissues, have seldom been examined. Recently, critical pathological functions of lung
TRMs have been suggested based on single-cell RNA sequencing analyses of human non-small cell lung carcinoma (NSCLC) lesions; however, the detailed mechanism of AM-cancer interaction and its
clinicopathological relevance remain unclear17.
Most of the studies aiming to elucidate cancer-induced host
reactions have been done in systems involving ectopically inoculated
cancer cells into easily accessible areas, e.g. subcutaneous tissues of
flanks. In spite of its broad usability, the method does not enable us to
examine the actual phenomenon with cancer cells in their unique
microenvironments, including possible interactions with residential
immune cells.
In this study, by employing an orthotopic lung cancer model, in
which cancer cells are surgically implanted into the left lung, we
identify residential AMs producing activin A in lung cancer loci as
critical players in cancer progression. The data obtained in this more
natural experimental model, together with the analytical results arising
from studying human samples, suggest an important and targetable
role of AMs in lung tumorigenesis.

Results
Lung AMs support proliferation of lung cancer cells
Based on extensive analyses of human clinical histopathological samples of normal and cancerous lung tissues, we observed that CD163positive AMs accumulated in clusters in cancerous tissues, whereas
they were rather sparse in normal alveolar areas (Fig. 1a, Supplementary Table 1). The population of macrophages was significantly
increased in cancer tissues compared to those in normal tissues
(Fig.1b). These results led us to hypothesize that AMs play a role in the
lung cancer microenvironment. Next, we tested the effect of the AM
cell line (AMJ2-C11, derived from the C57BL/6 mouse strain). The
number of lung carcinoma cells (Lewis lung carcinoma; LLC, derived
from the C57BL/6 mouse strain) significantly increased in culture with
the AM cell supernatant (Fig.1c); this was associated with a reduced
doubling time for the cancer cells (Supplementary Fig. S1a). These
results suggested that AMs could influence the proliferation of lung
cancer cells via the secreting of soluble factors.
To further analyze the functional roles of lung AMs in cancer
proliferation in vivo, we examined an original murine orthotopic lung

Nature Communications | (2023)14:143

https://doi.org/10.1038/s41467-022-35701-8

cancer model. LLC cells stably expressing tdTomato fluorescence were
directly inoculated in the left lung (Supplementary Fig. S1b). Lung AMs
have been reported to be CD45hi, autofluorescence+, CD11c+, CD11b−,
Siglec-F+, and F4/80+ 18. We detected a characteristic CD45+ population
with strong autofluorescence emission at 600/60 nm wavelength,
specifically observed in the lung, but not in the bone marrow or blood
(Supplementary Fig. S1c); we defined this population as lung AMs
because of their F4/80+, Siglec-F+, CD11b−, and CD11c+ characteristics
(Fig. 1d and Supplementary Fig. S1d)19. Furthermore, lung CD45+
autofluorescence+ population in LLC-tdTomato-inoculated conditions
included not only Siglec-F+ F4/80+ AMs but also contained a Siglec-F−,
F4/80+, CD11b+ population, which could be considered to be TAMs in
the lung (Fig. 1d and Supplementary Fig. S1e)20. Next, we intratracheally
administrated clodronate liposome (CDL), the reagent for macrophage specific depletion21, to the mice. CD45+ autofluorescence+
lung AMs were lost in CDL-treated mice under saline-inoculated conditions, but CD45+ autofluorescence+ TAMs were retained in tumorbearing conditions, confirming the specific depletion of lung AMs
in CDL-treated mice (Fig. 1d). ...

この論文で使われている画像

参考文献

1.

Chen, Y., McAndrews, K. M. & Kalluri, R. Clinical and therapeutic

relevance of cancer-associated fibroblasts. Nat. Rev. Clin. Oncol.

18, 792–804 (2021).

2. Lambrechts, D. et al. Phenotype molding of stromal cells in the lung

tumor microenvironment. Nat. Med. 24, 1277–1289 (2018).

3. Mauffrey, P. et al. Progenitors from the central nervous system drive

neurogenesis in cancer. Nature 569, 672–678 (2019).

4. Chen, D. S. & Mellman, I. Oncology meets immunology: the cancerimmunity cycle. Immunity 39, 1–10 (2013).

5. Liu, Y. & Cao, X. Immunosuppressive cells in tumor immune escape

and metastasis. J. Mol. Med (Berl.) 94, 509–522 (2016).

6. Movahedi, K. et al. Different tumor microenvironments contain

functionally distinct subsets of macrophages derived from

Ly6C(high) monocytes. Cancer Res. 70, 5728–5739 (2010).

7. Franklin, R. A. et al. The cellular and molecular origin of tumorassociated macrophages. Science 344, 921–925 (2014).

8. Shand, F. H. et al. Tracking of intertissue migration reveals the origins of tumor-infiltrating monocytes. Proc. Natl Acad. Sci. USA 111,

7771–7776 (2014).

9. Ostuni, R., Kratochvill, F., Murray, P. J. & Natoli, G. Macrophages and

cancer: from mechanisms to therapeutic implications. Trends

Immunol. 36, 229–239 (2015).

10. Noy, R. & Pollard, J. W. Tumor-associated macrophages: from

mechanisms to therapy. Immunity 41, 49–61 (2014).

11. Chakarov, S., et al. Two distinct interstitial macrophage populations

coexist across tissues in specific subtissular niches. Science 363,

eaau0964 (2019).

Nature Communications | (2023)14:143

https://doi.org/10.1038/s41467-022-35701-8

12. Gomez Perdiguero, E. et al. Tissue-resident macrophages originate

from yolk-sac-derived erythro-myeloid progenitors. Nature 518,

547–551 (2015).

13. Hashimoto, D. et al. Tissue-resident macrophages self-maintain

locally throughout adult life with minimal contribution from circulating monocytes. Immunity 38, 792–804 (2013).

14. Tan, S. Y. & Krasnow, M. A. Developmental origin of lung macrophage diversity. Development 143, 1318–1327 (2016).

15. Hussell, T. & Bell, T. J. Alveolar macrophages: plasticity in a tissuespecific context. Nat. Rev. Immunol. 14, 81–93 (2014).

16. Sarode, P., Schaefer, M. B., Grimminger, F., Seeger, W. & Savai, R.

Macrophage and tumor cell cross-talk is fundamental for lung

tumor progression: we need to talk. Front Oncol. 10, 324 (2020).

17. Casanova-Acebes, M. et al. Tissue-resident macrophages provide a

pro-tumorigenic niche to early NSCLC cells. Nature 595, 578–584

(2021).

18. Neupane, A. S. et al. Patrolling alveolar macrophages conceal

bacteria from the immune system to maintain homeostasis. Cell

183, 110–125 e111 (2020).

19. Misharin, A. V., Morales-Nebreda, L., Mutlu, G. M., Budinger, G. R. &

Perlman, H. Flow cytometric analysis of macrophages and dendritic

cell subsets in the mouse lung. Am. J. Respir. Cell Mol. Biol. 49,

503–510 (2013).

20. Pyonteck, S. M. et al. CSF-1R inhibition alters macrophage polarization and blocks glioma progression. Nat. Med. 19, 1264–1272

(2013).

21. van Rooijen, N. & Hendrikx, E. Liposomes for specific depletion of

macrophages from organs and tissues. Methods Mol. Biol. 605,

189–203 (2010).

22. Gschwend, J., et al. Alveolar macrophages rely on GM-CSF from

alveolar epithelial type 2 cells before and after birth. J. Exp. Med.

218, e20210745 (2021).

23. Sudo, T., et al. Group 2 innate lymphoid cells support hematopoietic recovery under stress conditions. J. Exp. Med. 218,

e20200817 (2021).

24. Stanley, E. et al. Granulocyte/macrophage colony-stimulating factor-deficient mice show no major perturbation of hematopoiesis but

develop a characteristic pulmonary pathology. Proc. Natl Acad. Sci.

USA 91, 5592–5596 (1994).

25. Bonde, A. K., Tischler, V., Kumar, S., Soltermann, A. & Schwendener,

R. A. Intratumoral macrophages contribute to epithelialmesenchymal transition in solid tumors. BMC Cancer 12, 35 (2012).

26. La Manno, G. et al. RNA velocity of single cells. Nature 560,

494–498 (2018).

27. Jones, K. L. et al. Activin A is a critical component of the inflammatory response, and its binding protein, follistatin, reduces mortality in endotoxemia. Proc. Natl Acad. Sci. USA 104,

16239–16244 (2007).

28. Vallet, S. et al. Activin A promotes multiple myeloma-induced

osteolysis and is a promising target for myeloma bone disease.

Proc. Natl Acad. Sci. USA 107, 5124–5129 (2010).

29. Funaba, M., Ikeda, T., Ogawa, K. & Abe, M. Calcium-regulated

expression of activin A in RBL-2H3 mast cells. Cell Signal 15,

605–613 (2003).

30. Zughaier, S. M., Zimmer, S. M., Datta, A., Carlson, R. W. & Stephens,

D. S. Differential induction of the toll-like receptor 4-MyD88dependent and -independent signaling pathways by endotoxins.

Infect. Immun. 73, 2940–2950 (2005).

31. Ansell, S. M. et al. Activation of TAK1 by MYD88 L265P drives

malignant B-cell growth in non-Hodgkin lymphoma. Blood Cancer

J. 4, e183 (2014).

32. DaCosta Byfield, S., Major, C., Laping, N. J. & Roberts, A. B. SB505124 is a selective inhibitor of transforming growth factor-beta

type I receptors ALK4, ALK5, and ALK7. Mol. Pharm. 65,

744–752 (2004).

12

Article

33. Brown, C. W., Li, L., Houston-Hawkins, D. E. & Matzuk, M. M. Activins

are critical modulators of growth and survival. Mol. Endocrinol. 17,

2404–2417 (2003).

34. Ryanto, G. R. T. et al. An endothelial activin A-bone morphogenetic

protein receptor type 2 link is overdriven in pulmonary hypertension. Nat. Commun. 12, 1720 (2021).

35. Leader, A. M. et al. Single-cell analysis of human non-small cell lung

cancer lesions refines tumor classification and patient stratification.

Cancer Cell 39, 1594–1609 e1512 (2021).

36. Bilezikjian, L. M., Vaughan, J. M. & Vale, W. W. Characterization and

the regulation of inhibin/activin subunit proteins of cultured rat

anterior pituitary cells. Endocrinology 133, 2545–2553 (1993).

37. Bloise, E. et al. Activin A in mammalian physiology. Physiol. Rev. 99,

739–780 (2019).

38. Yoshinaga, K. et al. N-cadherin is regulated by activin A and associated with tumor aggressiveness in esophageal carcinoma. Clin.

Cancer Res 10, 5702–5707 (2004).

39. Wamsley, J. J. et al. Activin upregulation by NF-kappaB is required to

maintain mesenchymal features of cancer stem-like cells in nonsmall cell lung cancer. Cancer Res 75, 426–435 (2015).

40. Bashir, M., Damineni, S., Mukherjee, G. & Kondaiah, P. Activin-A

signaling promotes epithelial-mesenchymal transition, invasion,

and metastatic growth of breast cancer. NPJ Breast Cancer 1,

15007 (2015).

41. Werner, S. & Alzheimer, C. Roles of activin in tissue repair, fibrosis,

and inflammatory disease. Cytokine Growth Factor Rev. 17,

157–171 (2006).

42. Satoh, T. et al. Identification of an atypical monocyte and committed progenitor involved in fibrosis. Nature 541, 96–101 (2017).

43. Hasegawa, T. et al. Identification of a novel arthritis-associated

osteoclast precursor macrophage regulated by FoxM1. Nat.

Immunol. 20, 1631–1643 (2019).

44. Yang, Y. H. et al. Positive nodal status is still a risk factor for longterm survivors of non-small cell lung cancer 5 years after complete

resection. J. Thorac. Dis. 13, 5826–5834 (2021).

45. Memmott, R. M., Wolfe, A. R., Carbone, D. P. & Williams, T. M. Predictors of response, progression-free survival, and overall survival

in patients with lung cancer treated with immune checkpoint inhibitors. J. Thorac. Oncol. 16, 1086–1098 (2021).

46. Sarode, P. et al. Reprogramming of tumor-associated macrophages

by targeting beta-catenin/FOSL2/ARID5A signaling: a potential

treatment of lung cancer. Sci. Adv. 6, eaaz6105 (2020).

47. Dranoff, G. et al. Involvement of granulocyte-macrophage colonystimulating factor in pulmonary homeostasis. Science 264,

713–716 (1994).

48. Adachi, O. et al. Targeted disruption of the MyD88 gene results in

loss of IL-1- and IL-18-mediated function. Immunity 9,

143–150 (1998).

49. Kimura, K. et al. ARL4C is associated with initiation and progression

of lung adenocarcinoma and represents a therapeutic target.

Cancer Sci. 111, 951–961 (2020).

50. Busch, C.J., Favret, J., Geirsdottir, L., Molawi, K. & Sieweke, M.H.

Isolation and long-term cultivation of mouse alveolar macrophages. Bio. Protoc. 9, e3302. (2019).

51. Eigenbrod, T., Park, J. H., Harder, J., Iwakura, Y. & Nunez, G. Cutting

edge: critical role for mesothelial cells in necrosis-induced inflammation through the recognition of IL-1 alpha released from dying

cells. J. Immunol. 181, 8194–8198 (2008).

52. Zheng, G. X. et al. Massively parallel digital transcriptional profiling

of single cells. Nat. Commun. 8, 14049 (2017).

53. Wolf, F. A., Angerer, P. & Theis, F. J. SCANPY: large-scale single-cell

gene expression data analysis. Genome Biol. 19, 15 (2018).

54. Wolock, S. L., Lopez, R. & Klein, A. M. Scrublet: computational

identification of cell doublets in single-cell transcriptomic data. Cell

Syst. 8, 281–291 e289 (2019).

Nature Communications | (2023)14:143

https://doi.org/10.1038/s41467-022-35701-8

55. Pedregosa, F. et al. Scikit-learn: machine learning in python. J.

Mach. Learn Res 12, 2825–2830 (2011).

56. Hie, B., Bryson, B. & Berger, B. Efficient integration of heterogeneous single-cell transcriptomes using scanorama. Nat. Biotechnol. 37, 685–691 (2019).

57. Traag, V. A., Waltman, L. & van Eck, N. J. From louvain to Leiden:

guaranteeing well-connected communities. Sci. Rep. 9, 5233

(2019).

58. Wolf, F. A. et al. PAGA: graph abstraction reconciles clustering with

trajectory inference through a topology preserving map of single

cells. Genome Biol. 20, 59 (2019).

59. McInnes, L., Healy, J., Saul, N. & Großberger, L. UMAP: uniform

manifold approximation and projection. J. Open Source Softw. 3,

861 (2018).

60. Bergen, V., Lange, M., Peidli, S., Wolf, F. A. & Theis, F. J. Generalizing

RNA velocity to transient cell states through dynamical modeling.

Nat. Biotechnol. 38, 1408–1414 (2020).

61. Hao, Y. et al. Integrated analysis of multimodal single-cell data. Cell

184, 3573–3587 e3529 (2021).

Acknowledgements

We thank Dr. Tetsuo Hasegawa for critically reading the manuscript. This

work was supported by CREST (JPMJC1R15G1 to M.I.) from Japan Science

and Technology (JST) Agency; Grant-in-Aid for Scientific Research (S)

(JP19H05657 to M.I.) and for Early-Career Scientists (JP20K16192 to T.M.)

from the Japan Society for the Promotion of Science (JSPS); Innovative

Drug Discovery and Development Project (JP21am0401009 to M.I.) from

Japan Agency for Medical Research and Development; grants from the

Uehara Memorial Foundation (to M.I.), and the Mochida Memorial

Foundation (to M.I.). Cartoons in Figs. 1e, 2a, 4a, 4g, 5a, and 5h and those

in Supplementary Figs. S1b, S3a, and S5a were created with

BioRender.com.

Author contributions

S.T., T.M., and M.I. designed the experiments and analyzed the data. S.T.

and T.M. conducted the experiments with assistance from Y.U., T.S., and

J.K. D.M. and D.O. performed the RNA-Seq analysis, and Y.C.L. and D.O.

performed the single-cell RNA-Seq analysis as well as RNA-velocity

analysis. S.T. and K.K. established the orthotopic lung cancer model.

S.F., and Y.S. collected the samples from patient with lung cancer. T.M.

and E.M. performed immunohistochemical staining. Y.M. performed the

reanalysis of human lung single-cell RNA-seq data. T.H. and N.E. provided the Inhba fl/fl mouse line. S.T., D.M., Y.-C.L., and D.O. wrote the

initial draft. T.M. and M.I. revised the final draft.

Competing interests

The authors declare no competing interests.

Additional information

Supplementary information The online version contains

supplementary material available at

https://doi.org/10.1038/s41467-022-35701-8.

Correspondence and requests for materials should be addressed to

Takahiro Matsui or Masaru Ishii.

Peer review information Nature Communications thanks Liwu Li and the

other, anonymous, reviewer(s) for their contribution to the peer review of

this work.

Reprints and permissions information is available at

http://www.nature.com/reprints

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

13

Article

https://doi.org/10.1038/s41467-022-35701-8

Open Access This article is licensed under a Creative Commons

Attribution 4.0 International License, which permits use, sharing,

adaptation, distribution and reproduction in any medium or format, as

long as you give appropriate credit to the original author(s) and the

source, provide a link to the Creative Commons license, and indicate if

changes were made. The images or other third party material in this

article are included in the article’s Creative Commons license, unless

indicated otherwise in a credit line to the material. If material is not

included in the article’s Creative Commons license and your intended

use is not permitted by statutory regulation or exceeds the permitted

use, you will need to obtain permission directly from the copyright

holder. To view a copy of this license, visit http://creativecommons.org/

licenses/by/4.0/.

© The Author(s) 2023

Nature Communications | (2023)14:143

14

...

参考文献をもっと見る

全国の大学の
卒論・修論・学位論文

一発検索!

この論文の関連論文を見る