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Analysis on the pathogenesis of symptomatic pulmonary embolism with human genomics.
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PMID:  22811612     Owner:  NLM     Status:  MEDLINE    
BACKGROUND: In the present study, the whole human genome oligo microarray was employed to investigate the gene expression profile in symptomatic pulmonary embolism (PE).
METHODS: Twenty patients with PE and 20 age and gender matched patients without PE as controls were enrolled into the present study in the same period. The diagnosis of PE was based on the clinical manifestations and findings on imaging examinations. Acute arterial and/or venous thrombosis was excluded in controls. The whole human genome oligo microarray was employed for detection. Statistical analysis was performed with t test following analysis of very small samples of repeated measurements and Gene Ontology (GO) analysis.
RESULTS: Genomic data showed no damage to vascular endothelial cells in PE patients. Genomic data only found increased mRNA expression of a small amount of coagulation factors in PE patients. In the PE group, anticoagulant proteins, Fibrinolytic system and proteins related to platelet functions only played partial roles in the pathogenesis of PE. In addition, the mRNA expressions of a fraction of adhesion molecules were markedly up-regulated. Gene Ontology analysis showed the genes with down-regulated expressions mainly explain the compromised T cell immunity. Symptomatic VTE patients have compromised T cell immunity.
CONCLUSION: The damage to vascular endothelial cells is not necessary in the pathogenesis of VTE, and only a fraction of factors involved in the shared coagulation cascade are activated. Genomic results may provide a new clue for clinical diagnosis, treatment and prevention of VTE.
Hao Wang; Qianglin Duan; Lemin Wang; Zhu Gong; Aibin Liang; Qiang Wang; Haoming Song; Fan Yang; Yanli Song
Publication Detail:
Type:  Journal Article; Research Support, Non-U.S. Gov't     Date:  2012-07-11
Journal Detail:
Title:  International journal of medical sciences     Volume:  9     ISSN:  1449-1907     ISO Abbreviation:  Int J Med Sci     Publication Date:  2012  
Date Detail:
Created Date:  2012-07-19     Completed Date:  2012-10-31     Revised Date:  2013-07-12    
Medline Journal Info:
Nlm Unique ID:  101213954     Medline TA:  Int J Med Sci     Country:  Australia    
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Languages:  eng     Pagination:  380-6     Citation Subset:  IM    
Department of Cardiology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China.
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MeSH Terms
Aged, 80 and over
Genomics / methods*
Middle Aged
Pulmonary Embolism / genetics*,  pathology*

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Journal ID (nlm-ta): Int J Med Sci
Journal ID (iso-abbrev): Int J Med Sci
Journal ID (publisher-id): ijms
ISSN: 1449-1907
Publisher: Ivyspring International Publisher, Sydney
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© Ivyspring International Publisher. This is an open-access article distributed under the terms of the Creative Commons License ( Reproduction is permitted for personal, noncommercial use, provided that the article is in whole, unmodified, and properly cited.
Received Day: 23 Month: 5 Year: 2012
Accepted Day: 1 Month: 7 Year: 2012
collection publication date: Year: 2012
Electronic publication date: Day: 11 Month: 7 Year: 2012
Volume: 9 Issue: 5
First Page: 380 Last Page: 386
ID: 3399218
PubMed Id: 22811612
DOI: 10.7150/ijms.4641
Publisher Id: ijmsv09p0380

Analysis on the Pathogenesis of Symptomatic Pulmonary Embolism with Human Genomics
Hao Wang1*
Qianglin Duan1*
Lemin Wang1
Zhu Gong1
Aibin Liang2
Qiang Wang1
Haoming Song1
Fan Yang3
Yanli Song4
1. Department of Cardiology, Tongji Hospital, Tongji University School of Medicine, Shanghai 200065, China;
2. Department of Hematology, Tongji Hospital, Tongji University School of Medicine, Shanghai 200065, China;
3. Department of Laboratory Medicine, Tongji Hospital, Tongji University School of Medicine, Shanghai 200065, China;
4. Department of Emergency, Tongji Hospital, Tongji University School of Medicine, Shanghai 200065, China.
Correspondence: ✉ Corresponding author: Lemin Wang, No.389, Xincun Road, Putuo district, Shanghai 200065, China; Tel: +8621-66111283; Fax: +8621-66111329; E-mail:
[equal] * Contributed equally.
[conflict] Competing Interests: The authors have declared that no competing interest exists.


Thrombus which may result in pulmonary embolism (PE) mostly comes from deep venous thrombosis (DVT). Altogether, both PE and DVT are named venous thromboembolism (VTE). Because of the high incidence of misdiagnosis, morbidity and mortality, VTE has become one of the essential medical problems around world 1, 2. After 1990's, clinical report of incidence of PE are sharply increased yearly in China 3. After 1990's, clinical reports of PE are sharply increased yearly in China 3. In other Asia regions, such as Japan, Thailand, Singapore, Taiwan, the number of reported PE cases is also increasing 4-8. There are nearly 900,000 new PE cases in USA every year 9, 78,000 new cases in Canada, 100,000-200,000 cases in Europe including France, Italy, Spain, Britain, Germany, and 47,000 cases in Australia every year 10. According to the statistical data, provided by an epidemiological surveillance in US, PE is the third leading cause of death 11, 12, only lags behind malignancy and myocardial infarction.

Virchow's classical triad of abnormalities including blood stasis, hypercoagulability and vessel damage has been regarded as the authentic theory for explaining pathogenesis of VTE since 19's century 13, however, the triad does not fit all clinical profiles.

In 1965, Egeberg et al 14 firstly introduced the concept of thrombophilia based on discovering a family with an autosomal dominant inheritance disease whose members manifested with repeatedly onset of DVT due to depletion of antithrombin III. Since then, many reports have considered that genetic gene mutation was one of the major factors in the pathogenesis of VTE 15, but there has been a lack of sufficient genetic etiology evidence in many clinical PE patients.

In recent years, some scholars have suggested that DVT-PE is a heterogeneous polygenic and multifactor disease involving the interaction of hereditary factors and environment with many risk factors such as trauma, surgery, advanced age, malignancy, pregnancy, heart failure, stasis, oral contraceptive, and so on 16. In 2004 and 2008, ACCP proposed risk stratifications in patients receiving surgery, and different strategies should be performed for patients with different risks to prevent the occurrence of VTE 17,18. However, the annual number of VTE cases is increasing over year actually. Generally, the traditional concept can merely be verified merely in few patients with VTE, the pathogenesis of majority of other patients is still to be elucidated.

Gene chip analysis provides the advanced tool for the study of gene function 19-21. It can be a reliable approach for the study of differential gene expression between healthy people and patients and for the elucidation of molecular etiology of VTE.

Materials and methods
Patient information

Twenty patients enrolled in PE group were those who admitted in hospital during 2007, with 11 males and 9 females, averaged 70(±14) years of age(44-89 years old). ALL patients were diagnosed as PE in accordance with at least 2 of following criteria. 1)Selective pulmonary arteriography showed filling defect or blockage; 2) Pulmonary ventilation perfusion scanning exhibited single or multiple blood flow perfusion defect with normal or abnormal ventilation, mismatched ratio of ventilation/perfusion; 3) Other clinical characteristics including typical manifestation of PE, arterial blood gas analysis, D-dimer test, ultrasoundcardiogram (UCG) and chest computerized tomography (CT) supported the diagnosis and excluded other cardiac and pulmonary disorders. Twenty patients with ischemic heart disease admitted at same period, excluding PE, DVT and other congenital bleeding and thrombosis diseases with comparative clinical presentation (11 males, 9 females, 44-91 years old with mean age 72±14) were enrolled in control group. The study protocol was approved by local ethics committee and informed consent was obtained from all patients in accordance with the declaration of Helsinki.

Total RNA isolation

5 ml of peripheral blood samples anti-coagulated with EDTA were drawn from patients suspected with PE immediately after admitting to the hospital and from those patients without PE, respectively. Mononuclear cells were obtained through density gradient centrifugation with Ficoll solution and remaining red blood cells were destroyed with erythrocyte lysis buffer (Qiagen, Hilden, Germany). Total mononuclear cell RNA was extracted with TRIzol(Invitrogen, Carlsbad, USA) and purified with Qiagen RNeasy column (Qiagen, Hilden, Germany) according to the manufacturer's instructions. Isolated total RNA was testified and quantified by means of Nanodrop ND-1000 spectrophotometer (Nanodrop Technology, Cambrige, UK).

Targets preparation and microarrays hybridization

RNA samples of patients with confirmed diagnosis of PE and controls were labeled using indirect labeling method. Briefly, 1μg of total RNA was reverse transcribed. The cDNA then undergoes second strand synthesis and clean-up to become a template for in vitro transcription (IVT) with T7 RNA Polymerase. During IVT, the modified nucleotide, 5-(3-aminoallyl)-UTP (aaUTP) was incorporate into the cDNA. After that, fluorescent Cy3 was chemically coupled to aaUTP which contains a reactive primary amino group on the C5 position of uracil. The dye incorporation rate was assessed with a Nanodrop ND-1000 spectrophotometer and was found to be between 1.2 and 1.4 pmol/μl. Hybridization was carried out using the Agilent oligonucleotide microarray in situ hybridization plus kit (p/n 5184-3568), following the manufacturer's instructions. Briefly, 750 ng of Cy3 labeled sample cDNA was subjected to fragmentation (30 min at 60°C) and then hybridization on 44K Human Whole-Genome 60-mer oligo-chips (G4112F, Agilent Technologies) in a rotary oven (10 rpm, 60°C, 17 h). Slides were disassembled and washed in solutions I and II according to the manufacturer's instructions.

Statistical analysis
Significant differential gene expression analysis

Random variance model (RVM) corrected t-test was used for the differential gene expression screening due to the small number of patients (20 cases each group) was far less than the amount of genes and low freedom degree of gene expression signal. P<0.05 is criterion of significantly different genes.

Go analysis

Gene Ontology organizes gene function into hierarchical categories based on biological process, molecular function and cellular component 22-24. Fisher's exact test was applied for over representation of selected genes in GO biological categories. In order to assess the significance of a particular category by random chance, false discovery rate (FDR) was estimated for all of categories. After 5,000 re-samplings, FDR was defined as FDR=1-Nk/T, where Nk refers to the subtracted number which was from Fisher's test p-values minus ϰ2 test p-values in random samples. We specified the threshold of significant GO as p-value<0.05, FDR<0.05 and enrichment parameters. Enrichment represents the degree of gene expression significance. The equation of enrichment is as following


where nf is the number of significant genes within the particular category, n is the total number of genes within the same category, Nf is the number of significant genes in the entire microarray, N is the number of all genes tested.

Similar to GO analysis, Fisher's exact test was employed for the study of over-representation of selected genes.

Significantly differential gene expressions of VTE formation related factors associated with traditional theory

According to the traditional theory, the pathogenesis of VTE is associated with abnormalities in blood flow, vessel integrity and blood components. Therefore, we compared gene expressions of these VTE related factors in patients with PE and without PE. Among the expressions of coagulation factor genes, only gene expressions of factor Ⅶ and FIBCD1 were significantly elevated in patients with PE compared with patients without PE. As for genes of other coagulant factors, the expression value of patients with PE was either not significantly different or less than those patients without PE in comparison. There was no significant difference between two groups of patients in gene expression of anticoagulant proteins. And so was in gene expression of fibrinolytic factors except plasminogen Urokinase receptor (PLAUR, Fig.1). L-selectin, ITGAL and ICAM-1 are the adhesion molecules originated from different family, mainly distributed on the surface of lymphocytes. ICAM-1 is the ligand of ITGAL which is member of integrin family. Significantly elevated mRNA expression of these adhesion molecules in PE group indicate activated adhesion function of white blood cells. However, mRNA expression of P-selectin (mainly distributed on the surface of ECs and platelets) and E-selection (mainly distributed on the surface of activated ECs) are not elevated in PE group which indicate venous endothelial cells are not impaired in patients with PE (Fig.2). In expression of platelet aggregation related genes, only 2 genes (GP6 and PAFAH1B2) were significantly elevated in the patients with PE. Compared to patients without PE, the expressions of 3 in 7 genes of platelet adhesion function were significantly increased in patients with PE. As for genes of platelet releasing, the expression of one gene was significantly up and down regulated between 2 groups of patients, respectively (Fig.3).

Function distribution of significantly differential genes by Gene Ontology analysis

To identify the gene categories with differential expression in patients with or without PE, Gene Ontology analysis was carried out on the experiment data. The union of all differential expression genes resulted from data analysis are 2308 genes in patients with PE compared to patients without PE. Among them, 2238 genes are up-regulated and 70 are down-regulated. The main gene ontology categories impacted by these genes involve the up-regulation of 19 functioning categories against 4 down-regulation categories. Up-regulated genes are those genes whose functions are associated with transformation, phosphorylation, cell survival and cell conjugation, et al. While the function of down-regulated genes are relevant to the function of plasma membrane and activity of receptors, especially to the lymphocyte receptor complex and immunological synapse (Fig.4).


Two genes with down-regulated expressions are closely related to the T cell mediated immunity according to GO analysis (with high value of Enrichment). These results reveal that T cell mediated immunity has been declined markedly in PE patients. The declined T cell receptor complex displayed as significanlly diminished mRNA expression of CD3G, CD3D, CD247, ZAP-70, T cell granzyme A and B, which will result in loss of functions of cytotoxic T cells.

Additionally, the high mRNA expression of L-selectin, ITGAL and ICAM-1 in PE patients revealed the elevated adhesion of vascular endothelial cells, white blood cells and platelets which indicated that the adhesion molecules play an important role in the pathogenesis of VTE.

The functions of platelets are characterized by aggregation, adhesion and release response 25. Our results showed the mRNA expressions of 3/7 adhesion molecules were markedly up-regulated in PE patients, which suggests the adhesion of platelets plays an important role in the pathogenesis of PE.

In 2011, we reported the proportions of CD3+T cells and CD8+T cells were markedly reduced and CD4/CD8 significantly increased in a series of CTEPH patients, which suggests the compromised T cell immunity in CTEPH patients and imbalance between CD3+T cells and CD8+T cells 26. In addition, we also found that the number of CD3+T cells and CD8+T cells was dramatically reduced in a series of acute PE patients and cytological findings also supported the results from genomics studies on PE patients 27. The occurrence of PE is related to the deficient or compromised T cell mediated immunity. This deficiency of T cell immunity may occur under the following conditions: 1) viral infection; 2) malignant tumors; 3) medication with immunosuppresants; 4) malnutrition. In the present study, most of subjects were old patients and malnutrition was not clinically obvious. Moreover, malignant tumors were not found in these patients and medication with immunosuppressants was absent. Thus, the compromised T cell immunity might be possibly related to viral infection.

In 2010, we reported a patient who died of SARS developed VTE in multiple organs, which implies the viral infection induced systemic VTE and there is correlation between viral infection and occurrence and VTE 28.

Comparisons between PE patients and controls revealed the mRNA expressions of only a few proteins in the coagulation system, anti-coagulation system and fibrinolysis system were markedly up-regulated and only 3 factors or receptors in the shared coagulation cascade were activated, which was inconsistent with traditional theory that coagulation factors are comprehensively activated.

We reported in our previous study that the main component of thrombus in acute venous thrombosis was fibrinogen and albumin and cytoskeletal proteins accounted for only a minor fraction of the thrombus 29. The thrombus composed of fibrinogen is unstable, which makes the delayed thrombolysis feasible and also explain the therapeutic effectiveness of transcatheter thrombolysis not long after APE. Findings support that the formation of thrombus in VTE is not due to the comprehensive activation of coagulation factors as in traditional theory.

In the present study, we apply the unitarian theory to explain the pathogenesis of symptomatic VTE: the occurrence of symptomatic VTE is closely related to the compromised immune function as well as the viral infection. This also explains why VTE is frequently found in patients with advanced age, trauma, surgery, malignant tumors, heart failure, immobilization, pregnancy and other risk factors. Our findings provide new knowledge on the etiology and pathophysiology of VTE and novel clue for the clinical diagnosis, treatment and prevention of VTE.

This study was supported by “12th five year” National Science and Technology Supporting Program (2011BAI11B16).

1. Prevention and treatment of venous thromboembolismInternational Consensus Statement (guidelines according to scientific evidence)Int AngiolYear: 2006251016116763532
2. Spencer FA,Gore JM,Lessard D,Douketis JD,Emery C,Goldberg RJ,Patient outcomes after deep vein thrombosis and pulmonary embolism: the Worcester Venous Thromboembolism StudyArch Intern MedYear: 20081684253018299499
3. He J,Cheng X,Gao M,[Survey of diagnosis and treatment of acute pulmonary embolism in 21 hospitals in China]Zhonghua Yi Xue Za ZhiYear: 2001811490216200772
4. Sakuma M,Konno Y,Shirato K,Increasing mortality from pulmonary embolism in Japan, 1951-2000Circ JYear: 2002661144912499622
5. Palwatwichai A,Gaewtam-Manugul P,Apiratpracha W,Vattanathum A,Tantamacharik D,Wongsa A,Clinical and laboratory findings in patients with pulmonary embolism in Phramongkutklao HospitalJ Med Assoc ThaiYear: 20008314637011253885
6. Lee LH,Clinical update on deep vein thrombosis in SingaporeAnn Acad Med SingaporeYear: 2002312485211957569
7. Piovella F,Wang CJ,Lu H,Lee K,Lee LH,Lee WC,et al. Deep-vein thrombosis rates after major orthopedic surgery in Asia. An epidemiological study based on postoperative screening with centrally adjudicated bilateral venographyJ Thromb HaemostYear: 2005326647016359505
8. Leizorovicz A,Epidemiology of post-operative venous thromboembolism in Asian patients. Results of the SMART venography studyHaematologicaYear: 200792119420017666370
9. Raskob GE,Silverstein R,Bratzler DW,Heit JA,White RH,Surveillance for deep vein thrombosis and pulmonary embolism: recommendations from a national workshopAm J Prev MedYear: 2010384 SupplS502920331950
10. Pulmonary Embolism
11. Hyers TM,Venous thromboembolismAm J Respir Crit Care MedYear: 1999991149872811
12. Tierney LM,McPhee SJ,Papadakis MA,Disorders of pulmonary circulation: pulmonary thromboembolismCurrent Medical Diagnosis and TreatmentYear: 20003932130
13. Virchow R,Gesammalte abhandlungen zur wissenschaftlichen medtzinFrankfurt, MedingerSohn & CompanyYear: 1856
14. Egeberg O,Inherited Antithrombin Deficiency Causing ThrombophiliaThromb Diath HaemorrhYear: 1965135163014347873
15. Franco RF,Reitsma PH,Genetic risk factors of venous thrombosisHum GenetYear: 20011093698411702218
16. Rosendaal FR,Venous thrombosis: a multicausal diseaseLancetYear: 199935311677310209995
17. Geerts WH,Pineo GF,Heit JA,Bergqvist D,Lassen MR,Colwell CW,et al. Prevention of venous thromboembolism: the Seventh ACCP Conference on Antithrombotic and Thrombolytic TherapyChestYear: 2004126338S400S15383478
18. Geerts WH,Bergqvist D,Pineo GF,Heit JA,Samama CM,Lassen MR,et al. Prevention of venous thromboembolism: American College of Chest Physicians Evidence-Based Clinical Practice Guidelines (8th Edition)ChestYear: 2008133381S453S18574271
19. Brown PO,Botstein D,Exploring the new world of the genome with DNA microarraysNat GenetYear: 1999213379915498
20. Schena M,Shalon D,Davis RW,Brown PO,Quantitative monitoring of gene expression patterns with a complementary DNA microarrayScienceYear: 1995270467707569999
21. Rudert F,Genomics and proteomics tools for the clinicCurr Opin Mol TherYear: 200026334211249740
22. Ashburner M,Ball CA,Blake JA,Botstein D,Butler H,Cherry JM,et al. Gene ontology: tool for the unification of biology. The Gene Ontology ConsortiumNat GenetYear: 20002525910802651
23. Dupuy D,Bertin N,Hidalgo CA,Venkatesan K,Tu D,Lee D,et al. Genome-scale analysis of in vivo spatiotemporal promoter activity in Caenorhabditis elegansNat BiotechnolYear: 200725663817486083
24. Vermeirssen V,Barrasa MI,Hidalgo CA,Babon JA,Sequerra R,Doucette-Stamm L,et al. Transcription factor modularity in a gene-centered C. elegans core neuronal protein-DNA interaction networkGenome ResYear: 20071710617117513831
25. Prevention of pulmonary embolism and deep vein thrombosis with low dose aspirinPulmonary Embolism Prevention (PEP) trialLancetYear: 2000355129530210776741
26. Haoming S,Lemin W,Zhu G,Aibin L,Yuan X,Wei L,et al. T cell-mediated immune deficiency or compromise in patients with CTEPHAm J Respir Crit Care MedYear: 201118341741821288869
27. Wang L,Song H,Gong Z,Duan Q,Liang A,Acute Pulmonary Embolism and Dysfunction of CD3+ CD8+ T Cell ImmunityAm J Respir Crit Care MedYear: 2011184131522162890
28. Xiang-Hua Y,Le-Min W,Ai-Bin L,Zhu G,Riquan L,Xu-You Z,et al. Severe acute respiratory syndrome and venous thromboembolism in multiple organsAm J Respir Crit Care MedYear: 2010182343643720675682
29. Wang L,Gong Z,Jiang J,Xu W,Duan Q,Liu J,et al. Confusion of Wide Thrombolytic Time Window for Acute Pulmonary Embolism: Mass Spectrographic Analysis for Thrombus ProteinsAm J Respir Crit Care MedYear: 201118414514621737597

Article Categories:
  • Research Paper

Keywords: Human genomics, Pulmonary embolism (PE), T cell immunity, Adhesion molecules.

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