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Huang L, Xiao Y, Yang L, Ren S. The development for emerging biomarkers of lymphangioleiomyomatosis. Orphanet J Rare Dis 2024; 19:445. [PMID: 39614360 PMCID: PMC11605962 DOI: 10.1186/s13023-024-03455-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Accepted: 11/11/2024] [Indexed: 12/01/2024] Open
Abstract
Lymphangioleiomyomatosis (LAM) is a rare, slowly progressing, low-grade metastatic tumor primarily affecting women. Currently, vascular endothelial growth factor-D (VEGF-D) is the only validated diagnostic biomarker, enabling diagnosis of LAM without the need for lung biopsy in appropriate clinical settings. However, VEGF-D concentrations are normal in about 30% of patients, rendering it insufficient for diagnosing all cases of LAM. There remains a need to identify more non-invasive, safe, sensitive, and specific biomarkers associated with LAM. Therefore, it is imperative to explore novel non-invasive, safe, and specific diagnostic methods for LAM. This article aims to review biomarkers associated with LAM, including potential biomarkers newly discovered or showing advancements in classical biomarkers widely used in LAM, and discuss their application in LAM diagnosis, assessment of disease severity, prediction of treatment response, and prognosis. (LAM) 、,。,-D (VEGF-D) , LAM。, 30% VEGF-D , LAM 。 LAM 、、。,、 LAM 。 LAM , LAM , LAM 、、。.
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Affiliation(s)
- Liting Huang
- Department of Pulmonary and Critical Care Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Research Unit of Respiratory Disease, Central South University, Changsha, Hunan, 410011, China
- Clinical Medical Research Center for Pulmonary and Critical Care Medicine in Hunan Province, Changsha, 410011, China
- Diagnosis and Treatment Center of Respiratory Disease, Central South University, Changsha, Hunan, 410011, China
| | - Ying Xiao
- Department of Pulmonary and Critical Care Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Research Unit of Respiratory Disease, Central South University, Changsha, Hunan, 410011, China
- Clinical Medical Research Center for Pulmonary and Critical Care Medicine in Hunan Province, Changsha, 410011, China
- Diagnosis and Treatment Center of Respiratory Disease, Central South University, Changsha, Hunan, 410011, China
| | - Lulu Yang
- Department of Pulmonary and Critical Care Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China
- Research Unit of Respiratory Disease, Central South University, Changsha, Hunan, 410011, China
- Clinical Medical Research Center for Pulmonary and Critical Care Medicine in Hunan Province, Changsha, 410011, China
- Diagnosis and Treatment Center of Respiratory Disease, Central South University, Changsha, Hunan, 410011, China
| | - Siying Ren
- Department of Pulmonary and Critical Care Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, China.
- Research Unit of Respiratory Disease, Central South University, Changsha, Hunan, 410011, China.
- Clinical Medical Research Center for Pulmonary and Critical Care Medicine in Hunan Province, Changsha, 410011, China.
- Diagnosis and Treatment Center of Respiratory Disease, Central South University, Changsha, Hunan, 410011, China.
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Esposito AJ, Imani J, Shrestha S, Bagwe S, Lamattina AM, Vivero M, Goldberg HJ, Rosas IO, Henske EP, El-Chemaly SY. Lymphangioleiomyomatosis: circulating levels of FGF23 and pulmonary diffusion. J Bras Pneumol 2023; 49:e20220356. [PMID: 37132737 PMCID: PMC10171272 DOI: 10.36416/1806-3756/e20220356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Accepted: 02/19/2023] [Indexed: 04/05/2023] Open
Abstract
OBJECTIVE Lymphangioleiomyomatosis (LAM) is a rare, destructive disease of the lungs with a limited number of determinants of disease activity, which are a critical need for clinical trials. FGF23 has been implicated in several chronic pulmonary diseases. We aimed to determine the association between serum FGF23 levels and pulmonary function in a cohort of patients with LAM. METHODS This was a descriptive single-center study in which subjects with LAM and controls with unreported lung disease were recruited. Serum FGF23 levels were measured in all subjects. Clinical data, including pulmonary function testing, were retrospectively obtained from electronic medical records of LAM subjects. Associations between FGF23 levels and clinical features of LAM were explored via nonparametric hypothesis testing. RESULTS The sample comprised 37 subjects with LAM and 16 controls. FGF23 levels were higher in the LAM group than in the control group. In the LAM group, FGF23 levels above the optimal cutoff point distinguished 33% of the subjects who had nondiagnostic VEGF-D levels. Lower FGF23 levels were associated with impaired DLCO (p = 0.04), particularly for those with isolated diffusion impairment with no other spirometric abnormalities (p = 0.04). CONCLUSIONS Our results suggest that FGF23 is associated with pulmonary diffusion abnormalities in LAM patients and elicit novel mechanisms of LAM pathogenesis. FGF23 alone or in combination with other molecules needs to be validated as a biomarker of LAM activity in future clinical research.
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Affiliation(s)
- Anthony J Esposito
- . Department of Medicine, Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston (MA) USA
- . Department of Medicine, Division of Pulmonary and Critical Care Medicine, Northwestern University, Feinberg School of Medicine, Chicago (IL) USA
| | - Jewel Imani
- . Department of Medicine, Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston (MA) USA
| | - Shikshya Shrestha
- . Department of Medicine, Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston (MA) USA
| | - Shefali Bagwe
- . Department of Medicine, Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston (MA) USA
| | - Anthony M Lamattina
- . Department of Medicine, Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston (MA) USA
| | - Marina Vivero
- . Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston (MA) USA
| | - Hilary J Goldberg
- . Department of Medicine, Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston (MA) USA
| | - Ivan O Rosas
- . Department of Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, Baylor College of Medicine, Houston (TX) USA
| | - Elizabeth P Henske
- . Department of Medicine, Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston (MA) USA
| | - Souheil Y El-Chemaly
- . Department of Medicine, Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston (MA) USA
- . Sanofi, Cambridge (MA) USA
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Pascalau NA, Radu AF, Cseppento DCN, Andronie-Cioara FL, Jurcau A, Mos C, Bungau AF, Bungau SG. An Evidence-Based Update on the Potential Association between Rheumatoid Arthritis and Lymphangioleiomyomatosis. J Pers Med 2023; 13:jpm13040607. [PMID: 37108993 PMCID: PMC10141996 DOI: 10.3390/jpm13040607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 03/27/2023] [Accepted: 03/30/2023] [Indexed: 04/03/2023] Open
Abstract
Lymphangioleiomyomatosis (LAM) represents an uncommon disorder characterized by cystic lung destruction and chronic respiratory failure. Lung damage caused by various mechanisms may represent a hypothesis for studying the association between LAM and rheumatoid arthritis (RA), which is the most prevalent autoinflammatory rheumatic disease and may affect the lungs as an extra-articular manifestation. Despite their distinct clinical presentations, the pathophysiology of both disorders includes dysregulated immunological function, abnormal cellular development, and inflammation. Current research suggests a potential relationship between RA and LAM, as some RA patients have been reported to develop LAM. However, the association of RA and LAM raises important therapeutic dilemmas. For this reason, the trajectory of a patient who was identified in our medical records as suffering from both LAM and RA, treated with many novel molecules and biological therapy, but with a negative outcome due to respiratory and multiorgan failure, has been exemplified. The delay in the diagnosis of LAM is due to a correlation between RA and LAM, worsening the vital prognosis and also hindering pulmonary transplantation. In addition, extensive research is essential for understanding the potential connection between these two disorders and discovering any similar mechanisms involved that may underlie their occurrence. This may contribute to the development of new therapeutic options that target shared pathways implicated in the pathogenesis of RA and LAM.
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Kirkpatrick JD, Soleimany AP, Dudani JS, Liu HJ, Lam HC, Priolo C, Henske EP, Bhatia SN. Protease activity sensors enable real-time treatment response monitoring in lymphangioleiomyomatosis. Eur Respir J 2022; 59:2100664. [PMID: 34561286 PMCID: PMC9030069 DOI: 10.1183/13993003.00664-2021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 08/14/2021] [Indexed: 11/14/2022]
Abstract
BACKGROUND Biomarkers of disease progression and treatment response are urgently needed for patients with lymphangioleiomyomatosis (LAM). Activity-based nanosensors, an emerging biosensor class, detect dysregulated proteases in vivo and release a reporter to provide a urinary readout of disease. Because proteases are dysregulated in LAM and may directly contribute to lung function decline, activity-based nanosensors may enable quantitative, real-time monitoring of LAM progression and treatment response. We aimed to assess the diagnostic utility of activity-based nanosensors in a pre-clinical model of pulmonary LAM. METHODS Tsc2-null cells were injected intravenously into female nude mice to establish a mouse model of pulmonary LAM. A library of 14 activity-based nanosensors, designed to detect proteases across multiple catalytic classes, was administered into the lungs of LAM mice and healthy controls, urine was collected, and mass spectrometry was performed to measure nanosensor cleavage products. Mice were then treated with rapamycin and monitored with activity-based nanosensors. Machine learning was performed to distinguish diseased from healthy and treated from untreated mice. RESULTS Multiple activity-based nanosensors (PP03 (cleaved by metallo, aspartic and cysteine proteases), padjusted<0.0001; PP10 (cleaved by serine, aspartic and cysteine proteases), padjusted=0.017)) were differentially cleaved in diseased and healthy lungs, enabling strong classification with a machine learning model (area under the curve (AUC) 0.95 from healthy). Within 2 days after rapamycin initiation, we observed normalisation of PP03 and PP10 cleavage, and machine learning enabled accurate classification of treatment response (AUC 0.94 from untreated). CONCLUSIONS Activity-based nanosensors enable noninvasive, real-time monitoring of disease burden and treatment response in a pre-clinical model of LAM.
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Affiliation(s)
- Jesse D Kirkpatrick
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Harvard-MIT Division of Health Sciences and Technology, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Ava P Soleimany
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Harvard-MIT Division of Health Sciences and Technology, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Harvard Graduate Program in Biophysics, Harvard University, Boston, MA, USA
- Microsoft Research New England, Cambridge, MA, USA
| | - Jaideep S Dudani
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Dept of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Heng-Jia Liu
- Pulmonary and Critical Care Medicine, Dept of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Hilaire C Lam
- Pulmonary and Critical Care Medicine, Dept of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Carmen Priolo
- Pulmonary and Critical Care Medicine, Dept of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Elizabeth P Henske
- Pulmonary and Critical Care Medicine, Dept of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- E.P. Henske and S.N. Bhatia co-supervised the study
| | - Sangeeta N Bhatia
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Harvard-MIT Division of Health Sciences and Technology, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Howard Hughes Medical Institute, Cambridge, MA, USA
- Dept of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Dept of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
- Wyss Institute at Harvard, Boston, MA, USA
- E.P. Henske and S.N. Bhatia co-supervised the study
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Herranz C, Mateo F, Baiges A, Ruiz de Garibay G, Junza A, Johnson SR, Miller S, García N, Capellades J, Gómez A, Vidal A, Palomero L, Espín R, Extremera AI, Blommaert E, Revilla‐López E, Saez B, Gómez‐Ollés S, Ancochea J, Valenzuela C, Alonso T, Ussetti P, Laporta R, Xaubet A, Rodríguez‐Portal JA, Montes‐Worboys A, Machahua C, Bordas J, Menendez JA, Cruzado JM, Guiteras R, Bontoux C, La Motta C, Noguera‐Castells A, Mancino M, Lastra E, Rigo‐Bonnin R, Perales JC, Viñals F, Lahiguera A, Zhang X, Cuadras D, van Moorsel CHM, van der Vis JJ, Quanjel MJR, Filippakis H, Hakem R, Gorrini C, Ferrer M, Ugun‐Klusek A, Billett E, Radzikowska E, Casanova Á, Molina‐Molina M, Roman A, Yanes O, Pujana MA. Histamine signaling and metabolism identify potential biomarkers and therapies for lymphangioleiomyomatosis. EMBO Mol Med 2021; 13:e13929. [PMID: 34378323 PMCID: PMC8422079 DOI: 10.15252/emmm.202113929] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Revised: 07/19/2021] [Accepted: 07/21/2021] [Indexed: 11/12/2022] Open
Abstract
Inhibition of mTOR is the standard of care for lymphangioleiomyomatosis (LAM). However, this therapy has variable tolerability and some patients show progressive decline of lung function despite treatment. LAM diagnosis and monitoring can also be challenging due to the heterogeneity of symptoms and insufficiency of non-invasive tests. Here, we propose monoamine-derived biomarkers that provide preclinical evidence for novel therapeutic approaches. The major histamine-derived metabolite methylimidazoleacetic acid (MIAA) is relatively more abundant in LAM plasma, and MIAA values are independent of VEGF-D. Higher levels of histamine are associated with poorer lung function and greater disease burden. Molecular and cellular analyses, and metabolic profiling confirmed active histamine signaling and metabolism. LAM tumorigenesis is reduced using approved drugs targeting monoamine oxidases A/B (clorgyline and rasagiline) or histamine H1 receptor (loratadine), and loratadine synergizes with rapamycin. Depletion of Maoa or Hrh1 expression, and administration of an L-histidine analog, or a low L-histidine diet, also reduce LAM tumorigenesis. These findings extend our knowledge of LAM biology and suggest possible ways of improving disease management.
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Affiliation(s)
- Carmen Herranz
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
| | - Francesca Mateo
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
| | - Alexandra Baiges
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
| | - Gorka Ruiz de Garibay
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
| | - Alexandra Junza
- Department of Electronic EngineeringInstitute of Health Research Pere Virgili (IIPSV)University Rovira i VirgiliTarragonaSpain
- Biomedical Research Network Centre in Diabetes and Associated Metabolic Diseases (CIBERDEM)Instituto de Salud Carlos IIIMadridSpain
| | - Simon R Johnson
- National Centre for LymphangioleiomyomatosisNottingham University Hospitals NHS Trust, NottinghamshireDivision of Respiratory MedicineUniversity of NottinghamNottinghamUK
| | - Suzanne Miller
- National Centre for LymphangioleiomyomatosisNottingham University Hospitals NHS Trust, NottinghamshireDivision of Respiratory MedicineUniversity of NottinghamNottinghamUK
| | - Nadia García
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
| | - Jordi Capellades
- Department of Electronic EngineeringInstitute of Health Research Pere Virgili (IIPSV)University Rovira i VirgiliTarragonaSpain
- Biomedical Research Network Centre in Diabetes and Associated Metabolic Diseases (CIBERDEM)Instituto de Salud Carlos IIIMadridSpain
| | - Antonio Gómez
- Centre for Genomic RegulationBarcelona Institute of Science and TechnologyBarcelonaSpain
- Present address:
Rheumatology Department and Rheumatology Research GroupVall d'Hebron Hospital Research Institute (VHIR)BarcelonaSpain
| | - August Vidal
- Department of PathologyUniversity Hospital of BellvitgeOncobellIDIBELL, L’Hospitalet del LlobregatBarcelonaSpain
- CIBER on Cancer (CIBERONC)Instituto de Salud Carlos IIIMadridSpain
| | - Luis Palomero
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
| | - Roderic Espín
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
| | - Ana I Extremera
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
| | - Eline Blommaert
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
| | - Eva Revilla‐López
- Lung Transplant Unit, Pneumology ServiceLymphangioleiomyomatosis ClinicVall d’Hebron University HospitalBarcelonaSpain
| | - Berta Saez
- Lung Transplant Unit, Pneumology ServiceLymphangioleiomyomatosis ClinicVall d’Hebron University HospitalBarcelonaSpain
| | - Susana Gómez‐Ollés
- Lung Transplant Unit, Pneumology ServiceLymphangioleiomyomatosis ClinicVall d’Hebron University HospitalBarcelonaSpain
| | - Julio Ancochea
- Pneumology ServiceLa Princesa Research InstituteUniversity Hospital La PrincesaMadridSpain
| | - Claudia Valenzuela
- Pneumology ServiceLa Princesa Research InstituteUniversity Hospital La PrincesaMadridSpain
| | - Tamara Alonso
- Pneumology ServiceLa Princesa Research InstituteUniversity Hospital La PrincesaMadridSpain
| | - Piedad Ussetti
- Pneumology ServiceUniversity Hospital Clínica Puerta del Hierro, MajadahondaMadridSpain
| | - Rosalía Laporta
- Pneumology ServiceUniversity Hospital Clínica Puerta del Hierro, MajadahondaMadridSpain
| | - Antoni Xaubet
- Pneumology ServiceHospital Clínic de BarcelonaBarcelonaSpain
| | - José A Rodríguez‐Portal
- Medical‐Surgical Unit of Respiratory DiseasesInstitute of Biomedicine of Seville (IBiS)University Hospital Virgen del RocíoSevilleSpain
- Biomedical Research Network Centre in Respiratory Diseases (CIBERES)Instituto de Salud Carlos IIIMadridSpain
| | - Ana Montes‐Worboys
- Biomedical Research Network Centre in Respiratory Diseases (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Interstitial Lung Disease UnitDepartment of Respiratory MedicineUniversity Hospital of BellvitgeIDIBELLL’Hospitalet del LlobregatBarcelonaSpain
| | - Carlos Machahua
- Biomedical Research Network Centre in Respiratory Diseases (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Interstitial Lung Disease UnitDepartment of Respiratory MedicineUniversity Hospital of BellvitgeIDIBELLL’Hospitalet del LlobregatBarcelonaSpain
| | - Jaume Bordas
- Biomedical Research Network Centre in Respiratory Diseases (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Interstitial Lung Disease UnitDepartment of Respiratory MedicineUniversity Hospital of BellvitgeIDIBELLL’Hospitalet del LlobregatBarcelonaSpain
| | - Javier A Menendez
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
| | - Josep M Cruzado
- Experimental NephrologyDepartment of Clinical SciencesUniversity of BarcelonaBarcelonaSpain
- Department of NephrologyUniversity Hospital of BellvitgeIDIBELLL’Hospitalet del LlobregatBarcelonaSpain
| | - Roser Guiteras
- Experimental NephrologyDepartment of Clinical SciencesUniversity of BarcelonaBarcelonaSpain
- Department of NephrologyUniversity Hospital of BellvitgeIDIBELLL’Hospitalet del LlobregatBarcelonaSpain
| | - Christophe Bontoux
- Department of PathologyUniversity Hospital Pitié‐SalpêtrièreFaculty of MedicineUniversity of SorbonneParisFrance
| | | | - Aleix Noguera‐Castells
- Biomedical Research Institute “August Pi i Sunyer” (IDIBAPS)Department of MedicineUniversity of BarcelonaBarcelonaSpain
| | - Mario Mancino
- Biomedical Research Institute “August Pi i Sunyer” (IDIBAPS)Department of MedicineUniversity of BarcelonaBarcelonaSpain
| | - Enrique Lastra
- Genetic Counseling UnitDepartment of Medical OncologyUniversity Hospital of BurgosBurgosSpain
| | - Raúl Rigo‐Bonnin
- Clinical LaboratoryUniversity Hospital of BellvitgeIDIBELLL'Hospitalet de LlobregatBarcelonaSpain
| | - Jose C Perales
- Department of Physiological Science IIUniversity of BarcelonaBarcelonaSpain
| | - Francesc Viñals
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
- Department of Physiological Science IIUniversity of BarcelonaBarcelonaSpain
| | - Alvaro Lahiguera
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
| | - Xiaohu Zhang
- National Center for Advancing Translational Sciences (NCATS)National Institute of Health (NIH)BethesdaMDUSA
| | - Daniel Cuadras
- Statistics DepartmentFoundation Sant Joan de DéuEspluguesSpain
| | - Coline H M van Moorsel
- Interstitial Lung Disease (ILD) Center of ExcellenceSt. Antonius HospitalNieuwegeinThe Netherlands
| | - Joanne J van der Vis
- Interstitial Lung Disease (ILD) Center of ExcellenceSt. Antonius HospitalNieuwegeinThe Netherlands
| | - Marian J R Quanjel
- Interstitial Lung Disease (ILD) Center of ExcellenceSt. Antonius HospitalNieuwegeinThe Netherlands
| | - Harilaos Filippakis
- Pulmonary and Critical Care MedicineDepartment of MedicineBrigham and Women's HospitalHarvard Medical SchoolBostonMAUSA
| | - Razq Hakem
- Princess Margaret Cancer CentreUniversity Health NetworkDepartment of Medical BiophysicsUniversity of TorontoTorontoOntarioCanada
| | - Chiara Gorrini
- Princess Margaret HospitalThe Campbell Family Institute for Breast Cancer ResearchOntario Cancer InstituteUniversity Health NetworkTorontoONCanada
| | - Marc Ferrer
- National Center for Advancing Translational Sciences (NCATS)National Institute of Health (NIH)BethesdaMDUSA
| | - Aslihan Ugun‐Klusek
- Centre for Health, Ageing and Understanding Disease (CHAUD)School of Science and TechnologyNottingham Trent UniversityNottinghamUK
| | - Ellen Billett
- Centre for Health, Ageing and Understanding Disease (CHAUD)School of Science and TechnologyNottingham Trent UniversityNottinghamUK
| | - Elżbieta Radzikowska
- Department of Lung Diseases IIINational Tuberculosis and Lung Disease Research InstituteWarsawPoland
| | - Álvaro Casanova
- Pneumology ServiceUniversity Hospital of HenaresUniversity Francisco de Vitoria, CosladaMadridSpain
| | - María Molina‐Molina
- Biomedical Research Network Centre in Respiratory Diseases (CIBERES)Instituto de Salud Carlos IIIMadridSpain
- Interstitial Lung Disease UnitDepartment of Respiratory MedicineUniversity Hospital of BellvitgeIDIBELLL’Hospitalet del LlobregatBarcelonaSpain
| | - Antonio Roman
- Lung Transplant Unit, Pneumology ServiceLymphangioleiomyomatosis ClinicVall d’Hebron University HospitalBarcelonaSpain
| | - Oscar Yanes
- Department of Electronic EngineeringInstitute of Health Research Pere Virgili (IIPSV)University Rovira i VirgiliTarragonaSpain
- Biomedical Research Network Centre in Diabetes and Associated Metabolic Diseases (CIBERDEM)Instituto de Salud Carlos IIIMadridSpain
| | - Miquel A Pujana
- ProCURECatalan Institute of OncologyOncobellBellvitge Institute for Biomedical Research (IDIBELL)L’Hospitalet del LlobregatBarcelonaSpain
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Evans JF, Obraztsova K, Lin SM, Krymskaya VP. CrossTORC and WNTegration in Disease: Focus on Lymphangioleiomyomatosis. Int J Mol Sci 2021; 22:ijms22052233. [PMID: 33668092 PMCID: PMC7956553 DOI: 10.3390/ijms22052233] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 02/18/2021] [Accepted: 02/21/2021] [Indexed: 02/07/2023] Open
Abstract
The mechanistic target of rapamycin (mTOR) and wingless-related integration site (Wnt) signal transduction networks are evolutionarily conserved mammalian growth and cellular development networks. Most cells express many of the proteins in both pathways, and this review will briefly describe only the key proteins and their intra- and extracellular crosstalk. These complex interactions will be discussed in relation to cancer development, drug resistance, and stem cell exhaustion. This review will also highlight the tumor-suppressive tuberous sclerosis complex (TSC) mutated, mTOR-hyperactive lung disease of women, lymphangioleiomyomatosis (LAM). We will summarize recent advances in the targeting of these pathways by monotherapy or combination therapy, as well as future potential treatments.
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Zamame Ramirez JA, Romagnoli GG, Kaneno R. Inhibiting autophagy to prevent drug resistance and improve anti-tumor therapy. Life Sci 2020; 265:118745. [PMID: 33186569 DOI: 10.1016/j.lfs.2020.118745] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Revised: 10/29/2020] [Accepted: 11/06/2020] [Indexed: 02/07/2023]
Abstract
Cytotoxic drugs remain the first-line option for cancer therapy but the development of drug-resistance by tumor cells represents a primary obstacle for successful chemotherapy. Autophagy is a physiological mechanism of cell survival efficiently used by tumor cells to avoid cell death and to induce drug-resistance. It is a macromolecular process, in which cells degrade and recycle intracellular substrates and damaged organelles to alleviate cell stress caused by nutritional deprivation, hypoxia, irradiation, and cytotoxic agents, as well. There is evidence that autophagy prevents cancer during the early steps of carcinogenesis, but once transformed, these cells show enhanced autophagy capacity and use it to survive, grow, and facilitate metastasis. Current basic studies and clinical trials show the feasibility of using pharmacological or molecular blockage of autophagy to improve the anticancer therapy efficiency. In this review, we overviewed the pathways and molecular aspects of autophagy, its role in carcinogenesis, and the evidence for its role in cancer adaptation and drug-resistance. Finally, we reviewed the clinical findings on how the autophagy interference helps to improve conventional anticancer therapy.
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Affiliation(s)
- Jofer Andree Zamame Ramirez
- São Paulo State University - UNESP, Department of Chemical and Biological Sciences, Institute of Biosciences of Botucatu, Botucatu, SP, Brazil; São Paulo State University - UNESP, Department of Pathology, School of Medicine of Botucatu, Botucatu, SP, Brazil
| | - Graziela Gorete Romagnoli
- São Paulo State University - UNESP, Department of Chemical and Biological Sciences, Institute of Biosciences of Botucatu, Botucatu, SP, Brazil; São Paulo State University - UNESP, Department of Pathology, School of Medicine of Botucatu, Botucatu, SP, Brazil; Oeste Paulista University - UNOESTE, Department of Health Sciences, Jaú, SP, Brazil
| | - Ramon Kaneno
- São Paulo State University - UNESP, Department of Chemical and Biological Sciences, Institute of Biosciences of Botucatu, Botucatu, SP, Brazil.
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Vitte J, Michel M, Mezouar S, Diallo AB, Boumaza A, Mege JL, Desnues B. Immune Modulation as a Therapeutic Option During the SARS-CoV-2 Outbreak: The Case for Antimalarial Aminoquinolines. Front Immunol 2020; 11:2159. [PMID: 32983179 PMCID: PMC7484884 DOI: 10.3389/fimmu.2020.02159] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Accepted: 08/07/2020] [Indexed: 12/20/2022] Open
Abstract
The rapid spread, severity, and lack of specific treatment for COVID-19 resulted in hasty drug repurposing. Conceptually, trials of antivirals were well-accepted, but twentieth century antimalarials sparked an impassioned global debate. Notwithstanding, antiviral and immunomodulatory effects of aminoquinolines have been investigated in vitro, in vivo and in clinical trials for more than 30 years. We review the mechanisms of action of (hydroxy)chloroquine on immune cells and networks and discuss promises and pitfalls in the fight against SARS-CoV-2, the agent of the COVID-19 outbreak.
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Affiliation(s)
- Joana Vitte
- Aix Marseille Univ, IRD, APHM, MEPHI, Marseille, France
- IHU-Méditerranée Infection, Marseille, France
| | - Moïse Michel
- Aix Marseille Univ, IRD, APHM, MEPHI, Marseille, France
- IHU-Méditerranée Infection, Marseille, France
| | - Soraya Mezouar
- Aix Marseille Univ, IRD, APHM, MEPHI, Marseille, France
- IHU-Méditerranée Infection, Marseille, France
| | - Aïssatou Bailo Diallo
- Aix Marseille Univ, IRD, APHM, MEPHI, Marseille, France
- IHU-Méditerranée Infection, Marseille, France
| | - Asma Boumaza
- Aix Marseille Univ, IRD, APHM, MEPHI, Marseille, France
- IHU-Méditerranée Infection, Marseille, France
| | - Jean-Louis Mege
- Aix Marseille Univ, IRD, APHM, MEPHI, Marseille, France
- IHU-Méditerranée Infection, Marseille, France
| | - Benoit Desnues
- Aix Marseille Univ, IRD, APHM, MEPHI, Marseille, France
- IHU-Méditerranée Infection, Marseille, France
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9
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Kaleağasıoğlu F, Ali DM, Berger MR. Multiple Facets of Autophagy and the Emerging Role of Alkylphosphocholines as Autophagy Modulators. Front Pharmacol 2020; 11:547. [PMID: 32410999 PMCID: PMC7201076 DOI: 10.3389/fphar.2020.00547] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 04/09/2020] [Indexed: 12/13/2022] Open
Abstract
Autophagy is a highly conserved multistep process and functions as passage for degrading and recycling protein aggregates and defective organelles in eukaryotic cells. Based on the nature of these materials, their size and degradation rate, four types of autophagy have been described, i.e. chaperone mediated autophagy, microautophagy, macroautophagy, and selective autophagy. One of the major regulators of this process is mTOR, which inhibits the downstream pathway of autophagy following the activation of its complex 1 (mTORC1). Alkylphosphocholine (APC) derivatives represent a novel class of antineoplastic agents that inhibit the serine-threonine kinase Akt (i.e. protein kinase B), which mediates cell survival and cause cell cycle arrest. They induce autophagy through inhibition of the Akt/mTOR cascade. They interfere with phospholipid turnover and thus modify signaling chains, which start from the cell membrane and modulate PI3K/Akt/mTOR, Ras-Raf-MAPK/ERK and SAPK/JNK pathways. APCs include miltefosine, perifosine, and erufosine, which represent the first-, second- and third generation of this class, respectively. In a high fraction of human cancers, constitutively active oncoprotein Akt1 suppresses autophagy in vitro and in vivo. mTOR is a down-stream target for Akt, the activation of which suppresses autophagy. However, treatment with APC derivatives will lead to dephosphorylation (hence deactivation) of mTOR and thus induces autophagy. Autophagy is a double-edged sword and may result in chemotherapeutic resistance as well as cancer cell death when apoptotic pathways are inactive. APCs display differential autophagy induction capabilities in different cancer cell types. Therefore, autophagy-dependent cellular responses need to be well understood in order to improve the chemotherapeutic outcome.
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Affiliation(s)
- Ferda Kaleağasıoğlu
- Department of Pharmacology, Faculty of Medicine, Near East University, Mersin, Turkey
| | - Doaa M. Ali
- Toxicology and Chemotherapy Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pharmacology and Experimental Therapeutics, Medical Research Institute, Alexandria University, Alexandria, Egypt
| | - Martin R. Berger
- Toxicology and Chemotherapy Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany
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Pérez-Hernández M, Arias A, Martínez-García D, Pérez-Tomás R, Quesada R, Soto-Cerrato V. Targeting Autophagy for Cancer Treatment and Tumor Chemosensitization. Cancers (Basel) 2019; 11:E1599. [PMID: 31635099 PMCID: PMC6826429 DOI: 10.3390/cancers11101599] [Citation(s) in RCA: 102] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 10/14/2019] [Accepted: 10/16/2019] [Indexed: 12/15/2022] Open
Abstract
Autophagy is a tightly regulated catabolic process that facilitates nutrient recycling from damaged organelles and other cellular components through lysosomal degradation. Deregulation of this process has been associated with the development of several pathophysiological processes, such as cancer and neurodegenerative diseases. In cancer, autophagy has opposing roles, being either cytoprotective or cytotoxic. Thus, deciphering the role of autophagy in each tumor context is crucial. Moreover, autophagy has been shown to contribute to chemoresistance in some patients. In this regard, autophagy modulation has recently emerged as a promising therapeutic strategy for the treatment and chemosensitization of tumors, and has already demonstrated positive clinical results in patients. In this review, the dual role of autophagy during carcinogenesis is discussed and current therapeutic strategies aimed at targeting autophagy for the treatment of cancer, both under preclinical and clinical development, are presented. The use of autophagy modulators in combination therapies, in order to overcome drug resistance during cancer treatment, is also discussed as well as the potential challenges and limitations for the use of these novel therapeutic strategies in the clinic.
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Affiliation(s)
- Marta Pérez-Hernández
- Department of Pathology and Experimental Therapeutics, Faculty of Medicine and Health Sciences, Universitat de Barcelona, 08905 Barcelona, Spain.
- Oncobell Program, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), L'Hospitalet de Llobregat, 08908 Barcelona, Spain.
| | - Alain Arias
- Department of Pathology and Experimental Therapeutics, Faculty of Medicine and Health Sciences, Universitat de Barcelona, 08905 Barcelona, Spain.
- Department of Integral Adult Dentistry, Research Centre for Dental Sciences (CICO), Universidad de La Frontera, Temuco 4811230, Chile.
- Research Group of Health Sciences, Faculty of Health Sciences, Universidad Adventista de Chile, Chillán 3780000, Chile.
| | - David Martínez-García
- Department of Pathology and Experimental Therapeutics, Faculty of Medicine and Health Sciences, Universitat de Barcelona, 08905 Barcelona, Spain.
- Oncobell Program, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), L'Hospitalet de Llobregat, 08908 Barcelona, Spain.
| | - Ricardo Pérez-Tomás
- Department of Pathology and Experimental Therapeutics, Faculty of Medicine and Health Sciences, Universitat de Barcelona, 08905 Barcelona, Spain.
- Oncobell Program, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), L'Hospitalet de Llobregat, 08908 Barcelona, Spain.
| | - Roberto Quesada
- Department of Chemistry, Universidad de Burgos, 09001 Burgos, Spain.
| | - Vanessa Soto-Cerrato
- Department of Pathology and Experimental Therapeutics, Faculty of Medicine and Health Sciences, Universitat de Barcelona, 08905 Barcelona, Spain.
- Oncobell Program, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), L'Hospitalet de Llobregat, 08908 Barcelona, Spain.
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11
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Tang Y, El-Chemaly S, Taveira-Dasilva A, Goldberg HJ, Bagwe S, Rosas IO, Moss J, Priolo C, Henske EP. Alterations in Polyamine Metabolism in Patients With Lymphangioleiomyomatosis and Tuberous Sclerosis Complex 2-Deficient Cells. Chest 2019; 156:1137-1148. [PMID: 31299246 DOI: 10.1016/j.chest.2019.05.038] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Revised: 04/29/2019] [Accepted: 05/06/2019] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Lymphangioleiomyomatosis (LAM), a destructive lung disease that affects primarily women, is caused by loss-of-function mutations in TSC1 or TSC2, leading to hyperactivation of mechanistic/mammalian target of rapamycin complex 1 (mTORC1). Rapamycin (sirolimus) treatment suppresses mTORC1 but also induces autophagy, which promotes the survival of TSC2-deficient cells. Based on the hypothesis that simultaneous inhibition of mTORC1 and autophagy would limit the availability of critical nutrients and inhibit LAM cells, we conducted a phase 1 clinical trial of sirolimus and hydroxychloroquine for LAM. Here, we report the analyses of plasma metabolomic profiles from the clinical trial. METHODS We analyzed the plasma metabolome in samples obtained before, during, and after 6 months of treatment with sirolimus and hydroxychloroquine, using univariate statistical models and machine learning approaches. Metabolites and metabolic pathways were validated in TSC2-deficient cells derived from patients with LAM. Single-cell RNA-Seq was employed to assess metabolic enzymes in an early-passage culture from an LAM lung. RESULTS Metabolomic profiling revealed changes in polyamine metabolism during treatment, with 5'-methylthioadenosine and arginine among the most highly upregulated metabolites. Similar findings were observed in TSC2-deficient cells derived from patients with LAM. Single-cell transcriptomic profiling of primary LAM cultured cells revealed that mTORC1 inhibition upregulated key enzymes in the polyamine metabolism pathway, including adenosylmethionine decarboxylase 1. CONCLUSIONS Our data demonstrate that polyamine metabolic pathways are targeted by the combination of rapamycin and hydroxychloroquine, leading to upregulation of 5'-methylthioadenosine and arginine in the plasma of patients with LAM and in TSC2-deficient cells derived from a patient with LAM upon treatment with this drug combination. TRIAL REGISTRY ClinicalTrials.gov; No.: NCT01687179; URL: www.clinicaltrials.gov. Partners Human Research Committee, protocol No. 2012P000669.
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Affiliation(s)
- Yan Tang
- Pulmonary and Critical Care Medicine Division, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Souheil El-Chemaly
- Pulmonary and Critical Care Medicine Division, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Angelo Taveira-Dasilva
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Hilary J Goldberg
- Pulmonary and Critical Care Medicine Division, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Shefali Bagwe
- Pulmonary and Critical Care Medicine Division, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Ivan O Rosas
- Pulmonary and Critical Care Medicine Division, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
| | - Joel Moss
- Pulmonary Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Carmen Priolo
- Pulmonary and Critical Care Medicine Division, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.
| | - Elizabeth P Henske
- Pulmonary and Critical Care Medicine Division, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
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12
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Lamattina AM, Poli S, Kidambi P, Bagwe S, Courtwright A, Louis PH, Shrestha S, Stump B, Goldberg HJ, Thiele EA, Rosas I, Henske EP, El-Chemaly S. Serum endostatin levels are associated with diffusion capacity and with tuberous sclerosis- associated lymphangioleiomyomatosis. Orphanet J Rare Dis 2019; 14:72. [PMID: 30922357 PMCID: PMC6440133 DOI: 10.1186/s13023-019-1050-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 03/19/2019] [Indexed: 11/24/2022] Open
Abstract
Endostatin is a naturally occurring collagen fragment with anti-angiogenic properties. We investigated the association between serum endostatin levels and DLCO in a cohort of patients with lymphangioleiomyomatosis (LAM). Associations of endostatin levels to clinical features of LAM were explored using logistic regression models. Endostatin levels were associated with DLCO and were higher in subjects with TSC-associated LAM compared to sporadic LAM. These data suggest that endostatin could be a predictive biomarker of decline in DLCO and that germline mutational inactivation of the TSC1 or TSC2 gene is associated with higher endostatin levels. These findings could offer novel insights into the pathogenesis of LAM.
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Affiliation(s)
- Anthony M. Lamattina
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115 USA
| | - Sergio Poli
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115 USA
| | - Pranav Kidambi
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115 USA
| | - Shefali Bagwe
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115 USA
| | - Andrew Courtwright
- Division of Pulmonary and Critical Care Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA USA
| | - Pierce H. Louis
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115 USA
| | - Shikshya Shrestha
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115 USA
| | - Benjamin Stump
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115 USA
| | - Hilary J. Goldberg
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115 USA
| | - Elizabeth A. Thiele
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA USA
| | - Ivan Rosas
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115 USA
| | - Elizabeth P. Henske
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115 USA
| | - Souheil El-Chemaly
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115 USA
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13
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Liu HJ, Henske EP. Vitamin D binding protein: a new biomarker of disease severity in lymphangioleiomyomatosis. Eur Respir J 2018; 52:52/5/1801886. [PMID: 30385604 DOI: 10.1183/13993003.01886-2018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 10/21/2018] [Indexed: 11/05/2022]
Affiliation(s)
- Heng-Jia Liu
- Division of Pulmonary and Critical Care Medicine, Dept of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Elizabeth P Henske
- Division of Pulmonary and Critical Care Medicine, Dept of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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