This study aimed to explore the profile of gut microbiota and immunological state in COPD patients. 80 fecal and blood samples were collected from 40 COPD patients and 40 healthy controls (HC) and analyzed with 16srRNA gene sequencing and immunofactor omics analysis to investigate the profile of gut microbiota and immunologic factors (IFs). The linear discriminant analysis (LDA) effect size (LefSe) was used to determine the biomarker's taxa. The random forest and LASSO regression analysis were executed to screen IFs and develop an IFscore model. The correlation between gut microbiota and IFs, along with the IFscore and the diversity of gut microbiota, was evaluated with the Spearman analysis. The alpha and beta diversity showed that the composition and distribution of gut microbiota in the COPD group differed from that of the HC group. 7 differential taxa at the phylum level and 17 differential taxa at the genus level were found. LefSe analysis screened out 5 biomarker's taxa. 32 differential IFs (up-regulated 27 IFs and down-regulated 5 IFs) were identified between two groups, and 5 IFs (CCL3, CXCL9, CCL7, IL2, IL4) were used to construct an IFscore model. The Spearman analysis revealed that 29 IFs were highly related to 5 biomarker's taxa and enriched in 16 pathways. Furthermore, the relationship between the IFscore and gut microbiota diversity was very close. The gut microbiota and IFs profile in COPD patients differed from that in healthy individuals. Gut microbiota was highly related to the immune status in COPD patients.
机构:
Univ Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Ahn, Jae-Rin
Lee, Seung-Hwa
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Univ Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Lee, Seung-Hwa
Kim, Byunghyun
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h-index: 0
机构:
Korea Basic Sci Inst, Seoul Ctr, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Kim, Byunghyun
Nam, Myung Hee
论文数: 0引用数: 0
h-index: 0
机构:
Korea Basic Sci Inst, Seoul Ctr, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Nam, Myung Hee
Ahn, Yoon Kyung
论文数: 0引用数: 0
h-index: 0
机构:
Korea Basic Sci Inst, Western Seoul Ctr, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Ahn, Yoon Kyung
Park, Yoon Mee
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Park, Yoon Mee
Jeong, Seon-Mi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Jeong, Seon-Mi
Park, Min Jee
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Med Ctr, Dept Pediat,Childhood Asthma Atopy Ctr,Humidifier, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Park, Min Jee
Song, Kun Baek
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Med Ctr, Dept Pediat,Childhood Asthma Atopy Ctr,Humidifier, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Song, Kun Baek
Lee, So-Yeon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Med Ctr, Dept Pediat,Childhood Asthma Atopy Ctr,Humidifier, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Lee, So-Yeon
Hong, Soo-Jong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Med Ctr, Dept Pediat,Childhood Asthma Atopy Ctr,Humidifier, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
机构:
Nancy Univ, Fac Med, EA 4369, Bacteriol Lab, Vandoeuvre Les Nancy, FranceNancy Univ, Fac Med, EA 4369, Bacteriol Lab, Vandoeuvre Les Nancy, France
Alauze, Corentine
Marchandin, Helene
论文数: 0引用数: 0
h-index: 0
机构:
Univ Montpellier I, EA 3755 UM1, UFR Sci Pharrnaceut & Biol, Montpellier, FranceNancy Univ, Fac Med, EA 4369, Bacteriol Lab, Vandoeuvre Les Nancy, France
机构:
Univ Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Bowerman, Kate L.
论文数: 引用数:
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机构:
Rehman, Saima Firdous
Vaughan, Annalicia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Fac Med, Thorac Res Ctr, Brisbane, Qld, Australia
Prince Charles Hosp, Dept Thorac Med, Brisbane, Qld, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Vaughan, Annalicia
Lachner, Nancy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Lachner, Nancy
Budden, Kurtis F.
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Med Res Inst, Prior Res Ctr Hlth Lungs, Newcastle, NSW, Australia
Univ Newcastle, Newcastle, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Budden, Kurtis F.
Kim, Richard Y.
论文数: 0引用数: 0
h-index: 0
机构:
Centenary Inst, Ctr Inflammat, Sydney, NSW, Australia
Univ Technol Sydney, Sch Life Sci, Fac Sci, Sydney, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Kim, Richard Y.
Wood, David L. A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Wood, David L. A.
Gellatly, Shaan L.
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Med Res Inst, Prior Res Ctr Hlth Lungs, Newcastle, NSW, Australia
Univ Newcastle, Newcastle, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Gellatly, Shaan L.
Shukla, Shakti D.
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Med Res Inst, Prior Res Ctr Hlth Lungs, Newcastle, NSW, Australia
Univ Newcastle, Newcastle, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Shukla, Shakti D.
Wood, Lisa G.
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Med Res Inst, Prior Res Ctr Hlth Lungs, Newcastle, NSW, Australia
Univ Newcastle, Newcastle, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Wood, Lisa G.
Yang, Ian A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Fac Med, Thorac Res Ctr, Brisbane, Qld, Australia
Prince Charles Hosp, Dept Thorac Med, Brisbane, Qld, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Yang, Ian A.
Wark, Peter A.
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Med Res Inst, Prior Res Ctr Hlth Lungs, Newcastle, NSW, Australia
Univ Newcastle, Newcastle, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Wark, Peter A.
Hugenholtz, Philip
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Hugenholtz, Philip
Hansbro, Philip M.
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Med Res Inst, Prior Res Ctr Hlth Lungs, Newcastle, NSW, Australia
Univ Newcastle, Newcastle, NSW, Australia
Centenary Inst, Ctr Inflammat, Sydney, NSW, Australia
Univ Technol Sydney, Sch Life Sci, Fac Sci, Sydney, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
机构:
Brigham & Womens Hosp, Pulm & Crit Care Div, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, Pulm & Crit Care Div, 75 Francis St, Boston, MA 02115 USA
Celli, Bartolome R.
Wedzicha, Jadwiga A.
论文数: 0引用数: 0
h-index: 0
机构:
Imperial Coll London, Natl Heart & Lung Inst, London, EnglandBrigham & Womens Hosp, Pulm & Crit Care Div, 75 Francis St, Boston, MA 02115 USA
机构:
Natl Yang Ming Chiao Tung Univ, Sch Med, Dept & Inst Pharmacol, Taipei, TaiwanNatl Yang Ming Chiao Tung Univ, Sch Med, Dept & Inst Pharmacol, Taipei, Taiwan
Chang, Ting-Ting
Chen, Ching
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Chiao Tung Univ, Sch Med, Dept & Inst Pharmacol, Taipei, TaiwanNatl Yang Ming Chiao Tung Univ, Sch Med, Dept & Inst Pharmacol, Taipei, Taiwan
Chen, Ching
Chen, Jaw-Wen
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Chiao Tung Univ, Sch Med, Dept & Inst Pharmacol, Taipei, Taiwan
Taipei Vet Gen Hosp, Healthcare & Serv Ctr, Taipei, Taiwan
Taipei Vet Gen Hosp, Dept Med, Div Cardiol, Taipei, Taiwan
Natl Yang Ming Chiao Tung Univ, Cardiovasc Res Ctr, Taipei, TaiwanNatl Yang Ming Chiao Tung Univ, Sch Med, Dept & Inst Pharmacol, Taipei, Taiwan
机构:
Univ Calif San Francisco, Div Pulm Crit Care Allergy & Sleep Med, San Francisco, CA 94143 USAUniv Calif San Francisco, Div Pulm Crit Care Allergy & Sleep Med, San Francisco, CA 94143 USA
Christenson, Stephanie A.
Smith, Benjamin M.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Med, Med Ctr, New York, NY USA
McGill Univ, Dept Med, Hlth Ctr, Montreal, PQ, CanadaUniv Calif San Francisco, Div Pulm Crit Care Allergy & Sleep Med, San Francisco, CA 94143 USA
Smith, Benjamin M.
Bafadhel, Mona
论文数: 0引用数: 0
h-index: 0
机构:
Kings Coll London, Sch Immunol & Microbial Sci, Fac Life Sci & Med, London, England
Univ Oxford, Dept Resp Med, Nuffield Dept Med, Oxford, EnglandUniv Calif San Francisco, Div Pulm Crit Care Allergy & Sleep Med, San Francisco, CA 94143 USA
Bafadhel, Mona
Putcha, Nirupama
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Div Pulm & Crit Care Med, Baltimore, MD 21224 USAUniv Calif San Francisco, Div Pulm Crit Care Allergy & Sleep Med, San Francisco, CA 94143 USA
机构:
Univ Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Ahn, Jae-Rin
Lee, Seung-Hwa
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Lee, Seung-Hwa
Kim, Byunghyun
论文数: 0引用数: 0
h-index: 0
机构:
Korea Basic Sci Inst, Seoul Ctr, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Kim, Byunghyun
Nam, Myung Hee
论文数: 0引用数: 0
h-index: 0
机构:
Korea Basic Sci Inst, Seoul Ctr, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Nam, Myung Hee
Ahn, Yoon Kyung
论文数: 0引用数: 0
h-index: 0
机构:
Korea Basic Sci Inst, Western Seoul Ctr, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Ahn, Yoon Kyung
Park, Yoon Mee
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Park, Yoon Mee
Jeong, Seon-Mi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Jeong, Seon-Mi
Park, Min Jee
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Med Ctr, Dept Pediat,Childhood Asthma Atopy Ctr,Humidifier, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Park, Min Jee
Song, Kun Baek
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Med Ctr, Dept Pediat,Childhood Asthma Atopy Ctr,Humidifier, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Song, Kun Baek
Lee, So-Yeon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Med Ctr, Dept Pediat,Childhood Asthma Atopy Ctr,Humidifier, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
Lee, So-Yeon
Hong, Soo-Jong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Ulsan, Coll Med, Asan Med Ctr, Dept Pediat,Childhood Asthma Atopy Ctr,Humidifier, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaUniv Ulsan, Coll Med, Asan Inst Life Sci, Seoul, South Korea
机构:
Nancy Univ, Fac Med, EA 4369, Bacteriol Lab, Vandoeuvre Les Nancy, FranceNancy Univ, Fac Med, EA 4369, Bacteriol Lab, Vandoeuvre Les Nancy, France
Alauze, Corentine
Marchandin, Helene
论文数: 0引用数: 0
h-index: 0
机构:
Univ Montpellier I, EA 3755 UM1, UFR Sci Pharrnaceut & Biol, Montpellier, FranceNancy Univ, Fac Med, EA 4369, Bacteriol Lab, Vandoeuvre Les Nancy, France
机构:
Univ Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Bowerman, Kate L.
论文数: 引用数:
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机构:
Rehman, Saima Firdous
Vaughan, Annalicia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Fac Med, Thorac Res Ctr, Brisbane, Qld, Australia
Prince Charles Hosp, Dept Thorac Med, Brisbane, Qld, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Vaughan, Annalicia
Lachner, Nancy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Lachner, Nancy
Budden, Kurtis F.
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Med Res Inst, Prior Res Ctr Hlth Lungs, Newcastle, NSW, Australia
Univ Newcastle, Newcastle, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Budden, Kurtis F.
Kim, Richard Y.
论文数: 0引用数: 0
h-index: 0
机构:
Centenary Inst, Ctr Inflammat, Sydney, NSW, Australia
Univ Technol Sydney, Sch Life Sci, Fac Sci, Sydney, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Kim, Richard Y.
Wood, David L. A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Wood, David L. A.
Gellatly, Shaan L.
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Med Res Inst, Prior Res Ctr Hlth Lungs, Newcastle, NSW, Australia
Univ Newcastle, Newcastle, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Gellatly, Shaan L.
Shukla, Shakti D.
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Med Res Inst, Prior Res Ctr Hlth Lungs, Newcastle, NSW, Australia
Univ Newcastle, Newcastle, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Shukla, Shakti D.
Wood, Lisa G.
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Med Res Inst, Prior Res Ctr Hlth Lungs, Newcastle, NSW, Australia
Univ Newcastle, Newcastle, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Wood, Lisa G.
Yang, Ian A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Fac Med, Thorac Res Ctr, Brisbane, Qld, Australia
Prince Charles Hosp, Dept Thorac Med, Brisbane, Qld, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Yang, Ian A.
Wark, Peter A.
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Med Res Inst, Prior Res Ctr Hlth Lungs, Newcastle, NSW, Australia
Univ Newcastle, Newcastle, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Wark, Peter A.
Hugenholtz, Philip
论文数: 0引用数: 0
h-index: 0
机构:
Univ Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
Hugenholtz, Philip
Hansbro, Philip M.
论文数: 0引用数: 0
h-index: 0
机构:
Hunter Med Res Inst, Prior Res Ctr Hlth Lungs, Newcastle, NSW, Australia
Univ Newcastle, Newcastle, NSW, Australia
Centenary Inst, Ctr Inflammat, Sydney, NSW, Australia
Univ Technol Sydney, Sch Life Sci, Fac Sci, Sydney, NSW, AustraliaUniv Queensland, Sch Chem & Mol Biosci, Australian Ctr Ecogen, Brisbane, Qld, Australia
机构:
Brigham & Womens Hosp, Pulm & Crit Care Div, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, Pulm & Crit Care Div, 75 Francis St, Boston, MA 02115 USA
Celli, Bartolome R.
Wedzicha, Jadwiga A.
论文数: 0引用数: 0
h-index: 0
机构:
Imperial Coll London, Natl Heart & Lung Inst, London, EnglandBrigham & Womens Hosp, Pulm & Crit Care Div, 75 Francis St, Boston, MA 02115 USA
机构:
Natl Yang Ming Chiao Tung Univ, Sch Med, Dept & Inst Pharmacol, Taipei, TaiwanNatl Yang Ming Chiao Tung Univ, Sch Med, Dept & Inst Pharmacol, Taipei, Taiwan
Chang, Ting-Ting
Chen, Ching
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Chiao Tung Univ, Sch Med, Dept & Inst Pharmacol, Taipei, TaiwanNatl Yang Ming Chiao Tung Univ, Sch Med, Dept & Inst Pharmacol, Taipei, Taiwan
Chen, Ching
Chen, Jaw-Wen
论文数: 0引用数: 0
h-index: 0
机构:
Natl Yang Ming Chiao Tung Univ, Sch Med, Dept & Inst Pharmacol, Taipei, Taiwan
Taipei Vet Gen Hosp, Healthcare & Serv Ctr, Taipei, Taiwan
Taipei Vet Gen Hosp, Dept Med, Div Cardiol, Taipei, Taiwan
Natl Yang Ming Chiao Tung Univ, Cardiovasc Res Ctr, Taipei, TaiwanNatl Yang Ming Chiao Tung Univ, Sch Med, Dept & Inst Pharmacol, Taipei, Taiwan
机构:
Univ Calif San Francisco, Div Pulm Crit Care Allergy & Sleep Med, San Francisco, CA 94143 USAUniv Calif San Francisco, Div Pulm Crit Care Allergy & Sleep Med, San Francisco, CA 94143 USA
Christenson, Stephanie A.
Smith, Benjamin M.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Med, Med Ctr, New York, NY USA
McGill Univ, Dept Med, Hlth Ctr, Montreal, PQ, CanadaUniv Calif San Francisco, Div Pulm Crit Care Allergy & Sleep Med, San Francisco, CA 94143 USA
Smith, Benjamin M.
Bafadhel, Mona
论文数: 0引用数: 0
h-index: 0
机构:
Kings Coll London, Sch Immunol & Microbial Sci, Fac Life Sci & Med, London, England
Univ Oxford, Dept Resp Med, Nuffield Dept Med, Oxford, EnglandUniv Calif San Francisco, Div Pulm Crit Care Allergy & Sleep Med, San Francisco, CA 94143 USA
Bafadhel, Mona
Putcha, Nirupama
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Div Pulm & Crit Care Med, Baltimore, MD 21224 USAUniv Calif San Francisco, Div Pulm Crit Care Allergy & Sleep Med, San Francisco, CA 94143 USA