1.Obesity-Associated Metabolic Signatures Correlate to Clinical and Inflammatory Profiles of Asthma: A Pilot Study.
Ying LIU ; Jing ZHENG ; Hong Ping ZHANG ; Xin ZHANG ; Lei WANG ; Lisa WOOD ; Gang WANG
Allergy, Asthma & Immunology Research 2018;10(6):628-647
PURPOSE: Obesity is associated with metabolic dysregulation, but the underlying metabolic signatures involving clinical and inflammatory profiles of obese asthma are largely unexplored. We aimed at identifying the metabolic signatures of obese asthma. METHODS: Eligible subjects with obese (n = 11) and lean (n = 22) asthma underwent body composition and clinical assessment, sputum induction, and blood sampling. Sputum supernatant was assessed for interleukin (IL)-1β, -4, -5, -6, -13, and tumor necrosis factor (TNF)-α, and serum was detected for leptin, adiponectin and C-reactive protein. Untargeted gas chromatography time-of-flight mass spectrometry (GC-TOF-MS)-based metabolic profiles in sputum, serum and peripheral blood monocular cells (PBMCs) were analyzed by orthogonal projections to latent structures-discriminate analysis (OPLS-DA) and pathway topology enrichment analysis. The differential metabolites were further validated by correlation analysis with body composition, and clinical and inflammatory profiles. RESULTS: Body composition, asthma control, and the levels of IL-1β, -4, -13, leptin and adiponectin in obese asthmatics were significantly different from those in lean asthmatics. OPLS-DA analysis revealed 28 differential metabolites that distinguished obese from lean asthmatic subjects. The validation analysis identified 18 potential metabolic signatures (11 in sputum, 4 in serum and 2 in PBMCs) of obese asthmatics. Pathway topology enrichment analysis revealed that cyanoamino acid metabolism, caffeine metabolism, alanine, aspartate and glutamate metabolism, phenylalanine, tyrosine and tryptophan biosynthesis, pentose phosphate pathway in sputum, and glyoxylate and dicarboxylate metabolism, glycerolipid metabolism and pentose phosphate pathway in serum are suggested to be significant pathways related to obese asthma. CONCLUSIONS: GC-TOF-MS-based metabolomics indicates obese asthma is characterized by a metabolic profile different from lean asthma. The potential metabolic signatures indicated novel immune-metabolic mechanisms in obese asthma with providing more phenotypic and therapeutic implications, which needs further replication and validation.
Adiponectin
;
Alanine
;
Aspartic Acid
;
Asthma*
;
Body Composition
;
C-Reactive Protein
;
Caffeine
;
Chromatography, Gas
;
Glutamic Acid
;
Interleukins
;
Leptin
;
Mass Spectrometry
;
Metabolism
;
Metabolome
;
Metabolomics
;
Obesity
;
Pentose Phosphate Pathway
;
Phenylalanine
;
Pilot Projects*
;
Sputum
;
Tryptophan
;
Tumor Necrosis Factor-alpha
;
Tyrosine
2.Comparative Evaluation of Three Homogenization Methods for Isolating Middle East Respiratory Syndrome Coronavirus Nucleic Acids From Sputum Samples for Real-Time Reverse Transcription PCR.
Heungsup SUNG ; Dongeun YONG ; Chang Seok KI ; Jae Seok KIM ; Moon Woo SEONG ; Hyukmin LEE ; Mi Na KIM
Annals of Laboratory Medicine 2016;36(5):457-462
BACKGROUND: Real-time reverse transcription PCR (rRT-PCR) of sputum samples is commonly used to diagnose Middle East respiratory syndrome coronavirus (MERS-CoV) infection. Owing to the difficulty of extracting RNA from sputum containing mucus, sputum homogenization is desirable prior to nucleic acid isolation. We determined optimal homogenization methods for isolating viral nucleic acids from sputum. METHODS: We evaluated the following three sputum-homogenization methods: proteinase K and DNase I (PK-DNase) treatment, phosphate-buffered saline (PBS) treatment, and N-acetyl-L-cysteine and sodium citrate (NALC) treatment. Sputum samples were spiked with inactivated MERS-CoV culture isolates. RNA was extracted from pretreated, spiked samples using the easyMAG system (bioMérieux, France). Extracted RNAs were then subjected to rRT-PCR for MERS-CoV diagnosis (DiaPlex Q MERS-coronavirus, SolGent, Korea). RESULTS: While analyzing 15 spiked sputum samples prepared in technical duplicate, false-negative results were obtained with five (16.7%) and four samples (13.3%), respectively, by using the PBS and NALC methods. The range of threshold cycle (Ct) values observed when detecting upE in sputum samples was 31.1-35.4 with the PK-DNase method, 34.7-39.0 with the PBS method, and 33.9-38.6 with the NALC method. Compared with the control, which were prepared by adding a one-tenth volume of 1:1,000 diluted viral culture to PBS solution, the ranges of Ct values obtained by the PBS and NALC methods differed significantly from the mean control Ct of 33.2 (both P<0.0001). CONCLUSIONS: The PK-DNase method is suitable for homogenizing sputum samples prior to RNA extraction.
Acetylcysteine/chemistry
;
Citrates/chemistry
;
Coronavirus Infections/diagnosis
;
Deoxyribonuclease I/metabolism
;
Endopeptidase K/metabolism
;
Humans
;
Middle East Respiratory Syndrome Coronavirus/genetics/*isolation & purification
;
RNA, Viral/analysis/*isolation & purification/metabolism
;
Real-Time Polymerase Chain Reaction
;
Sputum/*virology
3.Evaluation of Xpert MTB/RIF for the Diagnosis of Extrapulmonary Tuberculosis in China.
Mei YUAN ; Yan LYU ; Su Ting CHEN ; Chao CAI ; Yuan LI ; Zhi Guo ZHANG ; Yun Xu LI ; Ling Ling DONG ; Yu Hong FU ; Hai Rong HUANG ; Ji Min GAO ; Wei Min LI
Biomedical and Environmental Sciences 2016;29(8):599-602
We evaluate the performance of Xpert MTB/RIF for the diagnosis of extrapulmonary tuberculosis (EPTB) in China. The performance of Xpert was evaluated compared to the composite reference standard (CRS), drug susceptibility testing (DST), and imaging examination. The overall sensitivity and specificity of Xpert were 64.1% (195/304) and 100% (24/24), respectively, using CRS as the gold standard. The sensitivity was significantly higher than that of culture for pus (P<0.05). The proportion of EPTB-positive cases diagnosed by imaging was two times more than that diagnosed using Xpert; however, 6 out of 19 cases may have been overdiagnosed by imaging. Compared to phenotypic DST, the sensitivity and specificity of Xpert were 80% (12/15) and 100% (75/75), respectively. Considering its high sensitivity and specificity, Xpert MTB/RIF may be used as a rapid initial test for EPTB diagnosis, and may also support a quicker decision on the treatment regimen. The combination of imaging and Xpert testing could provide high efficiency and accurate diagnosis of suspected EPTB.
Bacterial Proteins
;
genetics
;
metabolism
;
China
;
DNA-Directed RNA Polymerases
;
genetics
;
metabolism
;
Diagnostic Tests, Routine
;
instrumentation
;
methods
;
Drug Resistance, Bacterial
;
Humans
;
Microbial Sensitivity Tests
;
Mycobacterium tuberculosis
;
drug effects
;
genetics
;
isolation & purification
;
metabolism
;
Retrospective Studies
;
Rifampin
;
pharmacology
;
Sensitivity and Specificity
;
Sputum
;
Tuberculosis
;
Tuberculosis, Pulmonary
;
diagnosis
;
microbiology
4.Respiratory Syncytial Virus Outbreak in the Basic Military Training Camp of the Republic of Korea Air Force.
Won Ju PARK ; Seok Ju YOO ; Suk Ho LEE ; Jae Woo CHUNG ; Keun Ho JANG ; Jai Dong MOON
Journal of Preventive Medicine and Public Health 2015;48(1):10-17
OBJECTIVES: An outbreak of acute febrile illness occurred in the Republic of Korea Air Force boot camp from May to July 2011. An epidemiological investigation of the causative agent, which was of a highly infective nature, was conducted. METHODS: Throat swabs were carried out and a multiplex reverse transcriptase-polymerase chain reaction (RT-PCR) assay was performed to identify possible causative factors. RESULTS: The mean age of patients who had febrile illness during the study period was 20.24 years. The multiplex RT-PCR assay identified respiratory syncytial virus (RSV) as the causative agent. The main symptoms were sore throat (76.0%), sputum (72.8%), cough (72.1%), tonsillar hypertrophy (67.9%), and rhinorrhea (55.9%). The mean temperature was 38.75degreesC and the attack rate among the recruits was 15.7% (588 out of 3750 recruits), while the mean duration of fever was 2.3 days. The prognosis was generally favorable with supportive care but recurrent fever occurred in 10.1% of the patients within a month. CONCLUSIONS: This is the first epidemiological study of an RSV outbreak that developed in a healthy young adult group. In the event of an outbreak of an acute febrile illness of a highly infective nature in facilities used by a young adult group, RSV should be considered among the possible causative agents.
Adolescent
;
Adult
;
Antiviral Agents/therapeutic use
;
Body Temperature
;
Disease Outbreaks
;
Humans
;
Male
;
Military Personnel
;
Multiplex Polymerase Chain Reaction
;
Oseltamivir/therapeutic use
;
Pharynx/virology
;
RNA, Viral/chemistry/genetics/metabolism
;
Republic of Korea/epidemiology
;
Respiratory Syncytial Virus Infections/drug therapy/*epidemiology/virology
;
Respiratory Syncytial Viruses/*genetics/isolation & purification
;
Sputum/virology
;
Young Adult
5.metabonomics research on coronary heart disease patients of phlegm turbidity syndrome and qi deficiency syndrome.
Peng CHENG ; Ze-qi CHEN ; Dong-sheng WANG
Chinese Journal of Integrated Traditional and Western Medicine 2015;35(2):193-197
OBJECTIVETo study the correlation between Chinese medical types of coronary heart disease (CHD) [i.e., phlegm turbidity syndrome (PTS) and qi deficiency syndrome (QDS)] and their metabolites.
METHODSRecruited were 65 CHD patients including 37 cases of PTS and 28 cases of QDS. Serum endogenous metabolites in the two syndrome types were determined by gas chromatograph-mass spectrometer-computer (GC/MS), and their differences between their metabolic profiles analyzed.
RESULTSMore than 100 chromatographic peaks were totally scanned. Chromatograms obtained was matched with mass spectrum bank, and finally we got the category contribution value of 46 kinds of substances. Results of MCTree analysis showed patients of PTS and patients of QDS could be effectively distinguished. Compounds contributing to identify the two syndromes were sequenced as serine, valine, 2 hydroxy propionic acid. Comparison of metabolites showed contents of serine and 2 hydroxy propionic acid were higher in patients of PTS than in patients of QDS (P<0.05).
CONCLUSIONThe differences in the metabonomics of CHD TCM syndrome types could provide material bases for TCM syndrome differentiation of CHD, indicating that metabonomics technologies might become a new research method for TCM syndrome typing.
Aged ; Asian Continental Ancestry Group ; Coronary Artery Disease ; Coronary Disease ; metabolism ; therapy ; Female ; Heart Diseases ; Humans ; Male ; Medicine, Chinese Traditional ; Metabolome ; physiology ; Metabolomics ; Middle Aged ; Qi ; Research ; Sputum ; Syndrome
6.The discriminant analysis of the silicosis's induction on cytokines in phlegm and combined multi-markers.
Yiguang YU ; Rui WANG ; Zhifeng PAN ; Haipeng ZHANG ; Wei ZHANG ; Hui WANG ; Feifei YANG ; Haidong ZHANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2015;33(5):332-336
OBJECTIVETo investigate the changes of cytokines in induced sputum at different stages of silicosis patients.
METHODSA total of 200 workers from one of the Shandong Province gold mine were chosen as object of observation. Among which 40 patients at silicosis stage I and 40 patients at silicosis stage II were divided into silicosis observed object group, silicosis stage I group, silicosis stage II group, and another 80 workers exposed to silica dust without suffering from silicotic Clinical symptoms, however, were chosen as group of dust exposed, and 40 logistical workers without being exposed and history of silicosis's illness were chosen as control group. And ask their basic information by questionnaire. Then, spray-inhalation the induced sputum and apply the ELISA to assess the level of tumor necrosis factor (TNF), interleukin (IL), macrophage inflammatory protein-1 (MIP-1α), monocyte chemotactic factor-1 (MCP-1), metalloproteinases (MMP), transforming growth factor-β (TGF-β), platelet derived growth factor (PDGF) in induced sputum from subjects.
RESULTSThe level of TGF-β [(901.60 ± 30.09) ng/L] in the induced sputumof patients in silicosis stage I group is lower than that in the observed object group [(913.02 ± 20.51) ng/L], and the level of MMP-9 [(212.49 ± 5.97) ng/L], MCP-1 [(129.91 ± 4.30) ng/L] has various degrees of increase than that in control group, observed object group and dust exposed group. All the differences have statistical significances (P < 0.05). The level of TNF-α [(85.76 ± 3.78) ng/L] in the induced sputum of patients in silicosis stage I group reaches the maximum, there are significant differences comparing with that level in the silica dust exposure group and the control group, whose differences are statistically significant (P < 0.05). Compared with the control group, the level of MMP-2 (427.95 ± 23.64) in the induced sputum of patients in silicosis stage I group has increased, whose differences also have statically significant (P < 0.05). Compared with the control group, silica dust exposed group, the observation group of objects, the pneumosilicosis patients of IL-16 in induced sputum IL-16 (21.40 ± 9.24) decreased, the content of PDGF [(5.96 ± 0.51) ng/L], MMP-2 [(447.86 ± 27.10) ng/L], MMP-9 [(223.91 ± 12.28) ng/L], MCP-1 [(122.87 ± 6.08) ng/L] increased, the differences are statistically significant (P < 0.05).
CONCLUSIONAs silicosis biomarkers, TNF-alpha, TGF-beta, IL-16, PDGF, MMP-2, MMP-9 and MCP-1 have certain significance, further suggesting that early detection rate of patients with silicosis can be improved by employing the multiple indexes discriminate equation.
Biomarkers ; metabolism ; Case-Control Studies ; Chemokine CCL2 ; metabolism ; Chemokine CCL3 ; metabolism ; Cytokines ; metabolism ; Discriminant Analysis ; Dust ; Humans ; Interleukin-16 ; metabolism ; Matrix Metalloproteinase 2 ; metabolism ; Matrix Metalloproteinase 9 ; metabolism ; Platelet-Derived Growth Factor ; metabolism ; Silicosis ; diagnosis ; Sputum ; chemistry ; Transforming Growth Factor beta ; metabolism ; Tumor Necrosis Factor-alpha ; metabolism
7.Investigation of Evolution Rules of Phlegm and Blood Stasis Syndrome in Hyperlipidemia and Ath- erosclerosis by NMR-based Metabolic Profiling and Metabonomic Approaches.
Lei ZHANG ; Qi ZHANG ; Yun YOU ; Ming-xue ZHOU ; Li-hua WANG ; He-bing CHEN ; Xian-zhong YAN ; Xian-zhong LIU ; Wei-hong LIU
Chinese Journal of Integrated Traditional and Western Medicine 2015;35(7):823-833
OBJECTIVETo explore evolution rules of phlegm and blood stasis syndrome ( PBSS) in hyperlipidemia and atherosclerosis (AS) using NMR-based metabolic profiling and metabonomic approaches based on formulas corresponding to syndrome.
METHODSTotally 150 SD rats were divided into the normal group, the model group, the Erchen Decoction (ED) group, the Xuefu Zhuyu Decoction (XZD) group, the Lipitor group, 30 in each group. The hyperlipidemia and AS rat model was duplicated by suturing carotid artery, injecting vitamin D3, and feeding with high fat diet. ED and XZD were used as drug probes. Blood samples were withdrawn at week 2, 4, and 8 after modeling. Blood lipids, blood rheology, histopathology and metabolomics were detected and analyzed. Results Results of blood lipids and pathology showed hyperlipidemia and early AS rat models were successfully established. At week 2 after modeling, levels of total cholesterol (TC) and low-density lipoprotein cholesterol (LDL-C) significantly increased, which reached the peak at week 4 and maintained at higher levels at week 8. ED exerted obvious effect in improving TC and LDL-C levels of early models, while XZD could greatly improve levels of TC and LDL-C of late models. Rheological results showed at week 2, there was no significant difference in whole blood viscosity, plasma viscosity, or hematocrit between the model group and the normal group (P > 0.05). At week 4 partial hemorheological indicators (such as plasma viscosity) were abnormal. Till week 8 whole blood viscosity, plasma viscosity, and hematocrit were significantly abnormal (P <0. 05, P < 0.01). As time went by, whole blood viscosity, plasma viscosity, and hematocrit showed gradual increasing tendency in the ED group, while they showed gradual decreasing tendency in the XZD group. Results of metabonomics showed significant difference in spectra of metabolites between the normal group and the model group. As modeling time was prolonged, contents of acetyl glucoprotein and glucose in the model group increased in late stage, which was in. line with results of blood lipids and hemorheology. ED showed more obvious effect in early and mid-term modeling (at week 2 and 4), and increased contents of partial metabolites (such as choline, phosphatidyl choline, glycerophosphocholine), but these changes in the XZD group were consistent with those of the model group. In late modeling (at week 8) XZD showed more obvious effect in improving contents of lactic acid, acetyl glycoprotein, LDL, creatine, choline, and glucose.
CONCLUSIONSED and XZD not only showed regulatory effects on lipid disorders, but also could improve dysbolism of Chos. In formulas corresponding to syndrome, damp-phlegm was main pathogenesis of hyperlipidema and AS in early and mid stages. Blood stasis syndrome began to occur along with it progressed. Phlegm can result in blood stasis and intermingles with stasis. Phlegm turbidity runs through the whole process.
Animals ; Atherosclerosis ; metabolism ; Cholesterol ; Cholesterol, LDL ; Drugs, Chinese Herbal ; therapeutic use ; Hemorheology ; Hyperlipidemias ; Lipids ; Magnetic Resonance Imaging ; Medicine, Chinese Traditional ; Metabolome ; physiology ; Metabolomics ; Rats ; Rats, Sprague-Dawley ; Sputum ; metabolism
8.Whole Blood Interferon-gamma Release Assay Is Insufficient for the Diagnosis of Sputum Smear Negative Pulmonary Tuberculosis.
Heejin PARK ; Jung Ar SHIN ; Hyung Jung KIM ; Chul Min AHN ; Yoon Soo CHANG
Yonsei Medical Journal 2014;55(3):725-731
PURPOSE: We investigated the value of an interferon-gamma release assay (IGRA) for the diagnosis of active pulmonary tuberculosis (PTB) among sputum smear negative PTB suspects in an environment with intermediate burden of PTB and high Bacillus Calmette-Guerin (BCG) vaccination rate. MATERIALS AND METHODS: We retrospectively reviewed IGRA, medical records, chest PA and CT scan of PTB suspects seen at Gangnam Severance Hospital, Seoul, Korea from Oct. 2007 to Apr. 2013. "Active PTB" was diagnosed when 1) M. tuberculosis culture positive, 2) confirmation by pathologic examination; or 3) clinical findings compatible with TB. RESULTS: Of 224 sputum smear negative PTB suspects, 94 were confirmed as having active PTB. There were no statistically significant differences in the diagnostic yield of IGRA between immunocompromised and immunocompetent sputum smear negative PTB suspects. IGRA did show superior sensitivity [81.9%, 95% confidence interval (CI); 74.13-89.70%] in the diagnosis of sputum smear negative PTB when compared with chest high-resolution computed tomography (HRCT), tuberculin skin test (TST), and chest X-ray (p<0.001). Also, IGRA showed highest negative predictive value (82.7%, 95% CI; 75.16-90.15%) when compared with HRCT, TST and chest X-ray (p=0.023). However, combining the results of IGRA with those of HRCT, TST, or both did not increase any diagnostic parameters. CONCLUSION: Failure to increase diagnostic yields by combination with other diagnostic modalities suggests that additional enforcement with IGRA may be insufficient to exclude other diagnoses in sputum smear negative PTB suspects and to screen active PTB in an environment with intermediate TB prevalence and a high BCG vaccination rate.
Adult
;
Aged
;
Female
;
Humans
;
Interferon-gamma Release Tests/*methods
;
Male
;
Middle Aged
;
Retrospective Studies
;
Sputum/*microbiology
;
Tuberculosis, Pulmonary/blood/*diagnosis/metabolism
9.Changes in activities of SOD and GSH-Px in induced sputum and their significance among silicosis patients.
Rong-ming MIAO ; Bang-mei DING ; Xue-tao ZHANG ; Zhong-hua FANG ; Rui ZHAO ; Ying-yi ZHANG ; Dao-kun ZHAO
Chinese Journal of Industrial Hygiene and Occupational Diseases 2013;31(12):924-926
OBJECTIVETo observe the changes in activities of superoxide dismutase (SOD) and glutathione peroxide (GSH-Px) in the induced sputum of silicosis patients, and to investigate the roles of SOD and GSH-Px in the development and progression of silicosis and the significance of measuring activities of SOD and GSH-Px in induced sputum among silicosis patients.
METHODSFifty hotel attendants were chosen as control group, 50 workers with more than one year of silica dust exposure as dust exposure group, 32 silica dust-exposed workers as observation subject group, and 52 silicosis patients as silicosis group. The activities of SOD and GSH-Px in their induced sputum were measured by enzyme-linked immunosorbent assay.
RESULTSCompared with the control group, the observation subject group and silicosis group had significantly decreased SOD activity (68.16 ± 30.17 and 66.38 ± 47.32 U/ml vs 75.81 ± 11.92 U/ml, P < 0.05); compared with the dust exposure group, the silicosis group had significantly decreased SOD activity (66.38 ± 47.32 U/ml vs 70.12 ± 14.31 U/ml, P < 0.05). Compared with the control group and dust exposure group, the observation subject group and silicosis group had significantly increased GSH-Px activity (268.21 ± 15.45 and 279.34 ± 29.26 U/ml vs 224.22 ± 12.64 and 236.41 ± 14.54 U/ml, P < 0.05 or P < 0.01).
CONCLUSIONThe SOD activity in dust exposure group and silicosis group decreased, but there were no significant differences between patients with different stages of silicosis. The GSH-Px activity in dust exposure group and silicosis group was significantly higher than that in control group, and there were significant differences between patients with different stages of silicosis. These suggest that the imbalance of oxidative/antioxidant systems is associated with the development and progression of silicosis.
Adult ; Case-Control Studies ; Glutathione Peroxidase ; metabolism ; Humans ; Middle Aged ; Silicosis ; enzymology ; Sputum ; enzymology ; Superoxide Dismutase ; metabolism
10.Expression of Semaphorin 3A and Neuropilin 1 in Asthma.
Eun Jin SHIM ; Eunyoung CHUN ; Hae Ryun KANG ; Sang Heon CHO ; Kyung Up MIN ; Heung Woo PARK
Journal of Korean Medical Science 2013;28(10):1435-1442
Neuropilin 1 (NP1) is a part of essential receptor complexes mediating both semaphorin3A (SEMA3A) and vascular endothelial growth factor (VEGF) which is one of important mediators involved in the pathogenesis of asthma. Therefore, it is possible that SEMA3A plays a role in the pathogenesis of asthma through attenuation of VEGF-mediated effects. In the present study, we aimed to evaluate expression levels of SEMA3A and NP1 using induced sputum of asthmatics and a murine model of asthma. Firstly, SEMA3A and NP1 expressions in induced sputum of asthmatics and SEMA3A and NP1 expression on bronchoalveolar lavage (BAL) cells and lung homogenates of asthmatic mice were determined. Then we evaluated the immunolocalization of VEGF receptor 1 (VEGFR1), VEGF receptor 2 (VEGFR2), and NP1 expressions on asthmatic mice lung tissue and their subcellular distributions using fibroblast and BEAS2B cell lines. Sputum SEMA3A and NP1 expressions were significantly higher in asthmatics than controls. Similarly, SEMA3A and NP1 expressions on BAL cells and lung homogenates were significantly elevated in asthmatic mice compared to control mice. Immunohistochemical analysis showed that VEGFR1, VEGFR2, and NP1 expressions were also uniformly increased in asthmatic mice. Our observations suggest that SEMA3A and NP1 may play important roles in the pathogenesis of asthma.
Animals
;
Asthma/metabolism/pathology/*physiopathology
;
Bronchoalveolar Lavage Fluid/cytology
;
Cell Line
;
Disease Models, Animal
;
Female
;
Fibroblasts/metabolism
;
*Gene Expression Regulation
;
Immunohistochemistry
;
Lung/metabolism
;
Male
;
Mice
;
Mice, Inbred C57BL
;
Neuropilin-1/*genetics/metabolism
;
Semaphorin-3A/*genetics/metabolism
;
Sputum/metabolism
;
Vascular Endothelial Growth Factor Receptor-1/metabolism
;
Vascular Endothelial Growth Factor Receptor-2/metabolism

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