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Open Access | 10.1172/JCI188734
1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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Tsukui, T.
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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Eckalbar, W.
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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Bivona, T.
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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1Division of Pulmonary, Critical Care, Allergy, and Sleep, Department of Med, UCSF, San Francisco, United States of America
2Vitalant Research Institute, San Francisco, United States of America
3Department of Medicine, UCSF, San Francisco, United States of America
4Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, United States of America
5Twist Bioscience, San Francisco, United States of America
6Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, United States of America
7Department of Laboratory Medicine, UCSF, San Francisco, United States of America
8Department of Radiation Oncology, Shandong Academy of Medical Sciences, Jinan, China
9Department of Molecular Pharmacology, National Institute of Neuroscience, National Institute of Neurology and Psychiatry, Kodaira, Japan
10UCSF CoLabs, UCSF, San Francisco, United States of America
11Cancer Metabolism and Microenvironment Program, NCI-Designated Cancer Cente, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States of America
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Published August 28, 2025 - More info
Idiopathic pulmonary fibrosis (IPF) is a disease of progressive lung remodeling and collagen deposition that leads to respiratory failure. Myeloid cells are abundant in IPF lung and in murine lung fibrosis, but their functional effects are incompletely understood. Using mouse and human lung models, we show that ornithine produced by myeloid cells expressing Arginase 1 (ARG1) serves as a substrate for proline and collagen synthesis by lung fibroblasts. The predominant ARG1-expressing myeloid cells in mouse lung were macrophages, but in IPF lung, high-dimensional imaging revealed ARG1 to be expressed mainly in neutrophils. Small-molecule ARG1 inhibition suppressed both ornithine levels and collagen expression in cultured, precision-cut IPF lung slices and in murine lung fibrosis. These results were confirmed in macrophage-specific Arg1 KO mice. Furthermore, we find that this pathway is regulated by cell-to-cell crosstalk, starting with purinergic signaling: Extracellular ATP (eATP) receptor P2RX4 was necessary for fibroblast IL-6 expression, which in turn was necessary for ARG1 expression by myeloid cells. Taken together, our findings define an immune-mesenchymal circuit that governs profibrotic metabolism in lung fibrosis.