1
|
Malek H, Ebadzadeh MM, Safabakhsh R, Razavi A, Zaringhalam J. Dynamics of the HPA axis and inflammatory cytokines: Insights from mathematical modeling. Comput Biol Med 2015; 67:1-12. [PMID: 26476562 DOI: 10.1016/j.compbiomed.2015.09.018] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2015] [Revised: 09/03/2015] [Accepted: 09/22/2015] [Indexed: 10/23/2022]
Abstract
In the work presented here, a novel mathematical model was developed to explore the bi-directional communication between the hypothalamic-pituitary-adrenal (HPA) axis and inflammatory cytokines in acute inflammation. The dynamic model consists of five delay differential equations 5D for two main pro-inflammatory cytokines (TNF-α and IL-6) and two hormones of the HPA axis (ACTH and cortisol) and LPS endotoxin. The model is an attempt to increase the understanding of the role of primary hormones and cytokines in this complex relationship by demonstrating the influence of different organs and hormones in the regulation of the inflammatory response. The model captures the main qualitative features of cytokine and hormone dynamics when a toxic challenge is introduced. Moreover, in this work a new simple delayed model of the HPA axis is introduced which supports the understanding of the ultradian rhythm of HPA hormones both in normal and infection conditions. Through simulations using the model, the role of key inflammatory cytokines and cortisol in transition from acute to persistent inflammation through stability analysis is investigated. Also, by employing a Markov chain Monte Carlo (MCMC) method, parameter uncertainty and the effects of parameter variations on each other are analyzed. This model confirms the important role of the HPA axis in acute and prolonged inflammation and can be a useful tool in further investigation of the role of stress on the immune response to infectious diseases.
Collapse
Affiliation(s)
- Hamed Malek
- Biocomputing Laboratory, Computer and Information Technology Engineering Department, Amirkabir University of Technology, Tehran, Iran
| | - Mohammad Mehdi Ebadzadeh
- Biocomputing Laboratory, Computer and Information Technology Engineering Department, Amirkabir University of Technology, Tehran, Iran.
| | - Reza Safabakhsh
- Biocomputing Laboratory, Computer and Information Technology Engineering Department, Amirkabir University of Technology, Tehran, Iran
| | - Alireza Razavi
- Department of Immunology, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Jalal Zaringhalam
- Neurophysiology Research Center, Department of Physiology, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| |
Collapse
|
2
|
Kim BC, Kim SY, Kwon YD, Choe SC, Han DW, Hwang YS. Mycoplasma detection and elimination are necessary for the application of stem cell from human dental apical papilla to tissue engineering and regenerative medicine. Biomater Res 2015; 19:6. [PMID: 26331077 PMCID: PMC4552274 DOI: 10.1186/s40824-015-0028-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Accepted: 03/03/2015] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Recently, postnatal stem cells from dental papilla with neural crest origin have been considered as one of potent stem cell sources in regenerative medicine regarding their multi-differentiation capacity and relatively easy access. However, almost human oral tissues have been reported to be infected by mycoplasma which gives rise to oral cavity in teeth, and mycoplasma contamination of ex-vivo cultured stem cells from such dental tissues and its effect on stem cell culture has received little attention. RESULTS In this study, mycoplama contamination was evaluated with stem cells from apical papilla which were isolated from human third molar and premolars from various aged patients undergoing orthodontic therapy. The ex-vivo expanded stem cells from apical papilla were found to express stem cell markers such as Stro-1, CD44, nestin and CD133, but mycoplama contamination was detected in almost all cell cultures of the tested 20 samples, which was confirmed by mycoplasma-specific gene expression and fluorescence staining. Such contaminated mycoplasma could be successfully eliminated using elimination kit, and proliferation test showed decreased proliferation activity in mycoplasma-contaminated cells. After elimination of contaminated mycoplasma, stem cells from apical papilla showed osteogenic and neural lineage differentiation under certain culture conditions. CONCLUSION Our study proposes that the evaluation of mycoplasma contamination and elimination process might be required in the use of stem cells from apical papilla for their potent applications to tissue engineering and regenerative medicine.
Collapse
Affiliation(s)
- Byung-Chul Kim
- Department of Maxillofacial Biomedical Engineering and Institute of Oral Biology, School of Dentistry, Kyung Hee University, 1 Hoegi-dong, Dongdaemun-gu, Seoul, 130-701 Republic of Korea
| | - So Yeon Kim
- Department of Maxillofacial Biomedical Engineering and Institute of Oral Biology, School of Dentistry, Kyung Hee University, 1 Hoegi-dong, Dongdaemun-gu, Seoul, 130-701 Republic of Korea
| | - Yong-Dae Kwon
- Department of Oral Maxillofacial Surgery, School of Dentistry, Kyung Hee University, Seoul, 130-701 Republic of Korea
| | - Sung Chul Choe
- Department of Pediatric Dentistry, School of Dentistry, Kyung Hee University, Seoul, 130-701 Republic of Korea
| | - Dong-Wook Han
- Department of Cogno-Mechatronics Engineering, Pusan National University, Busan, 609-735 Korea
| | - Yu-Shik Hwang
- Department of Maxillofacial Biomedical Engineering and Institute of Oral Biology, School of Dentistry, Kyung Hee University, 1 Hoegi-dong, Dongdaemun-gu, Seoul, 130-701 Republic of Korea
| |
Collapse
|
3
|
Nicolson GL, Nicolson NL, Haier J. Chronic Fatigue Syndrome Patients Subsequently Diagnosed with Lyme DiseaseBorrelia burgdorferi: Evidence forMycoplasmaSpecies Coinfections. ACTA ACUST UNITED AC 2011. [DOI: 10.3109/10573320802091809] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
|
4
|
|
5
|
Jamil HA, Sandoe JAT, Gascoyne-Binzi D, Chalker VJ, Simms AD, Munsch CM, Baig MW. Late-onset prosthetic valve endocarditis caused by Mycoplasma hominis, diagnosed using broad-range bacterial PCR. J Med Microbiol 2011; 61:300-301. [PMID: 21997872 DOI: 10.1099/jmm.0.030635-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
We report what is believed to be the first case of late-onset prosthetic valve endocarditis caused by Mycoplasma hominis in a case of blood culture-negative endocarditis. The objective of this report is to emphasize the use of a broad-range PCR technique for bacterial 16S rRNA genes in identifying the causative pathogen, thus enabling targeted antimicrobial treatment.
Collapse
Affiliation(s)
- H A Jamil
- Department of Cardiology, Leeds General Infirmary, Great George Street, Leeds LS1 3EX, UK
| | - J A T Sandoe
- Department of Microbiology, Leeds General Infirmary, Great George Street, Leeds LS1 3EX, UK
| | - D Gascoyne-Binzi
- Department of Microbiology, Leeds General Infirmary, Great George Street, Leeds LS1 3EX, UK
| | - V J Chalker
- Centre for Infections, Health Protection Agency, 61 Colindale Avenue, London NW9 5HT, UK
| | - A D Simms
- Department of Cardiology, Leeds General Infirmary, Great George Street, Leeds LS1 3EX, UK
| | - C M Munsch
- Department of Cardiac Surgery, Leeds General Infirmary, Great George Street, Leeds LS1 3EX, UK
| | - M W Baig
- Department of Cardiology, Leeds General Infirmary, Great George Street, Leeds LS1 3EX, UK
| |
Collapse
|
6
|
Encéphalite à Mycoplasma pneumoniae chez une patiente adulte. Rev Neurol (Paris) 2011; 167:640-4. [DOI: 10.1016/j.neurol.2011.02.040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2010] [Revised: 01/18/2011] [Accepted: 02/02/2011] [Indexed: 11/19/2022]
|
7
|
Markoullis K, Bulian D, Hölzlwimmer G, Quintanilla-Martinez L, Heiliger KJ, Zitzelsberger H, Scherb H, Mysliwietz J, Uphoff CC, Drexler HG, Adler T, Busch DH, Schmidt J, Mahabir E. Mycoplasma contamination of murine embryonic stem cells affects cell parameters, germline transmission and chimeric progeny. Transgenic Res 2008; 18:71-87. [PMID: 18819014 DOI: 10.1007/s11248-008-9218-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2008] [Accepted: 09/02/2008] [Indexed: 11/25/2022]
Abstract
Murine embryonic stem cells (mESCs) inoculated at passage P13 with the mycoplasma species M. hominis, M. fermentans and M. orale and cultured over 20 passages showed reduced growth rate and viability (P < 0.0001) compared to control mESCs. Spectral karyotypic analysis of mycoplasma-infected mESCs showed a number of non-clonal chromosomal aberrations which increased with the duration of infection. The differentiation status of the infected mESCs was most affected at passage P13+6 where the infection was strongest and 46.3% of the mESCs expressed both POU5F1 and SSEA-1 markers whereas 84.8% of control mESCs expressed both markers. The percentage of germline chimeras from mycoplasma-infected mESCs was examined after blastocyst injection and embryo transfer to suitable recipients at different passages and, compared to the respective control group, was most affected at passage P13+5 (50% vs. 90%; P < 0.07). Further reductions were obtained at the same passage in the percentage of litters born (50% vs. 100%; P < 0.07) and in the percentage of pups born (22% vs. 45%; P < 0.001). Thirty three chimeras (39.8%) obtained from blastocyst injection with mycoplasma-infected mESCs showed reduced body weight (P < 0.0001), nasal discharge, osteoarthropathia, and cachexia. Flow cytometric analysis of plasma from chimeras produced with mycoplasma-infected mESCs revealed statistically significant differences in the proportions of T-cells and increased levels of IgG1 (P < 0.001), IgG2a (P < 0.05) and IgM (P < 0.05), anti-DNA antibodies (P < 0.05) and rheumatoid factor (P < 0.01). The present data indicate that mycoplasma contamination of mESCs affects various cell parameters, germline transmission, and postnatal development of the resulting chimeras.
Collapse
Affiliation(s)
- Kyriaki Markoullis
- Department of Comparative Medicine, Helmholtz Center Munich, German Research Center for Environmental Health, Ingolstädter Landstrasse 1, 85764, Neuherberg, Germany
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
8
|
Vermeulen RCW, Scholte HR. Azithromycin in chronic fatigue syndrome (CFS), an analysis of clinical data. J Transl Med 2006; 4:34. [PMID: 16911783 PMCID: PMC1562448 DOI: 10.1186/1479-5876-4-34] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2006] [Accepted: 08/15/2006] [Indexed: 11/17/2022] Open
Abstract
Background CFS is a clinical state with defined symptoms, but undefined cause. The patients may show a chronic state of immune activation and treatment with an antibiotic in this subgroup has been suggested. Methods In a retrospective study, the response of CFS patients to azithromycin, an antibiotic and immunomodulating drug, has been scored from the patients records and compared with clinical and laboratory data. Azithromycin was not the first choice therapy, but offered when the effect of counseling and L-carnitine was considered insufficient by the patient and the clinician. Results Of the 99 patients investigated, 58 reported a decrease in the symptoms by the use of azithromycin. These responding patients had lower levels of plasma acetylcarnitine. Conclusion The efficacy of azithromycin in the responsive patients could be explained by the modulating effect on a chronic primed state of the immune cells of the brain, or the activated peripheral immune system. Their lower acetylcarnitine levels may reflect a decreased antioxidant defense and/or an increased consumption of acetylcarnitine caused by oxidative stress.
Collapse
Affiliation(s)
- Ruud CW Vermeulen
- CFS and Pain Research Center Amsterdam, Waalstraat 25-31, 1078 BR Amsterdam, The Netherlands
| | - Hans R Scholte
- Department of Biochemistry, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands
| |
Collapse
|
9
|
Nicolson GL, Gan R, Haier J. Multiple co-infections (Mycoplasma, Chlamydia, human herpes virus-6) in blood of chronic fatigue syndrome patients: association with signs and symptoms. APMIS 2003; 111:557-66. [PMID: 12887507 DOI: 10.1034/j.1600-0463.2003.1110504.x] [Citation(s) in RCA: 61] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Previously we and others found that a majority of chronic fatigue syndrome (CFS) patients showed evidence of systemic mycoplasmal infections, and their blood tested positive using a polymerase chain reaction assay for at least one of the four following Mycoplasma species: M. fermentans, M. hominis, M. pneumoniae or M. penetrans. Consistent with previous results, patients in the current study (n=200) showed a high prevalence (overall 52%) of mycoplasmal infections. Using forensic polymerase chain reaction we also examined whether these same patients showed evidence of infections with Chlamydia pneumoniae (overall 7.5% positive) and/or active human herpes virus-6 (HHV-6, overall 30.5% positive). Since the presence of one or more infections may predispose patients to other infections, we examined the prevalence of C. pneumoniae and HHV-6 active infections in mycoplasma-positive and -negative patients. Unexpectedly, we found that the incidence of C. pneumoniae or HHV-6 was similar in Mycoplasma-positive and -negative patients, and the converse was also found in active HHV-6-positive and -negative patients. Control subjects (n=100) had low rates of mycoplasmal (6%), active HHV-6 (9%) or chlamydial (1%) infections, and there were no co-infections in control subjects. Differences in bacterial and/or viral infections in CFS patients compared to control subjects were significant. Severity and incidence of patients' signs and symptoms were compared within the above groups. Although there was a tendency for patients with multiple infections to have more severe signs and symptoms (p<0.01), the only significant differences found were in the incidence and severity of certain signs and symptoms in patients with multiple co-infections of any type compared to the other groups (p<0.01). There was no correlation between the type of co-infection and severity of signs and symptoms. The results indicate that a large subset of CFS patients show evidence of bacterial and/or viral infection(s), and these infections may contribute to the severity of signs and symptoms found in these patients.
Collapse
MESH Headings
- Adolescent
- Adult
- Aged
- Base Sequence
- Case-Control Studies
- Chlamydia/genetics
- Chlamydia/isolation & purification
- Chlamydia Infections/complications
- DNA, Bacterial/blood
- DNA, Bacterial/genetics
- DNA, Viral/blood
- DNA, Viral/genetics
- Fatigue Syndrome, Chronic/complications
- Fatigue Syndrome, Chronic/diagnosis
- Fatigue Syndrome, Chronic/microbiology
- Fatigue Syndrome, Chronic/virology
- Female
- Herpesvirus 6, Human/genetics
- Herpesvirus 6, Human/isolation & purification
- Humans
- Male
- Middle Aged
- Mycoplasma/genetics
- Mycoplasma/isolation & purification
- Mycoplasma Infections/complications
- Polymerase Chain Reaction
- Roseolovirus Infections/complications
Collapse
Affiliation(s)
- G L Nicolson
- The Institute for Molecular Medicine, Huntington Beach, California 92649, USA.
| | | | | |
Collapse
|
10
|
Nicolson GL, Nasralla MY, Haier J, Pomfret J. High frequency of systemic mycoplasmal infections in Gulf War veterans and civilians with Amyotrophic Lateral Sclerosis (ALS). J Clin Neurosci 2002; 9:525-9. [PMID: 12383408 DOI: 10.1054/jocn.2001.1075] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The presence of systemic mycoplasmal infections in the blood of Gulf War veterans (n=8) and civilians (n=28) with Amyotrophic Lateral Sclerosis (ALS) and age matched controls (n=70) was investigated by detecting mycoplasma gene sequences with forensic Polymerase Chain Reaction (PCR) and back hybridization with a radiolabeled internal oligonucleotide probe. Almost all ALS patients (30/36 or approximately 83%) showed evidence of Mycoplasma species in blood samples, whereas <9% of controls had blood mycoplasmal infections (P<0.001). Using PCR ALS patients with a positive test for any mycoplasmal infection were investigated for the presence of M. fermentans, M. pneumoniae, M. hominis and M. penetrans in their blood. All Gulf War veterans with ALS were positive for M. fermentans, except one that was positive for M. genitalium. In contrast, the 22/28 civilians with detectable mycoplasmal infections had M. fermentans (13/22, 59%) as well as other Mycoplasama species in their blood, and two of the civilian ALS patients had multiple mycoplasma species (M. fermentans plus M. hominis). Of the few control patients that were positive, only two patients (2/70, 2.8%) were positive for M. fermentans (P<0.001). The results support the suggestion that infectious agents may play a role in the pathogenesis and/or progression of ALS, or alternatively ALS patients are extremely susceptible to systemic mycoplasmal infections.
Collapse
Affiliation(s)
- Garth L Nicolson
- Molecular Biology Laboratory, Department of General Surgery, University Hospital Muenster, Muenster, Germany.
| | | | | | | |
Collapse
|