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Xu Z, Wei D, Zhang H, Demongeot J. A Novel Mathematical Model That Predicts the Protection Time of SARS-CoV-2 Antibodies. Viruses 2023; 15:v15020586. [PMID: 36851801 PMCID: PMC9962246 DOI: 10.3390/v15020586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 02/10/2023] [Accepted: 02/17/2023] [Indexed: 02/25/2023] Open
Abstract
Infectious diseases such as SARS-CoV-2 pose a considerable threat to public health. Constructing a reliable mathematical model helps us quantitatively explain the kinetic characteristics of antibody-virus interactions. A novel and robust model is developed to integrate antibody dynamics with virus dynamics based on a comprehensive understanding of immunology principles. This model explicitly formulizes the pernicious effect of the antibody, together with a positive feedback stimulation of the virus-antibody complex on the antibody regeneration. Besides providing quantitative insights into antibody and virus dynamics, it demonstrates good adaptivity in recapturing the virus-antibody interaction. It is proposed that the environmental antigenic substances help maintain the memory cell level and the corresponding neutralizing antibodies secreted by those memory cells. A broader application is also visualized in predicting the antibody protection time caused by a natural infection. Suitable binding antibodies and the presence of massive environmental antigenic substances would prolong the protection time against breakthrough infection. The model also displays excellent fitness and provides good explanations for antibody selection, antibody interference, and self-reinfection. It helps elucidate how our immune system efficiently develops neutralizing antibodies with good binding kinetics. It provides a reasonable explanation for the lower SARS-CoV-2 mortality in the population that was vaccinated with other vaccines. It is inferred that the best strategy for prolonging the vaccine protection time is not repeated inoculation but a directed induction of fast-binding antibodies. Eventually, this model will inform the future construction of an optimal mathematical model and help us fight against those infectious diseases.
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Affiliation(s)
- Zhaobin Xu
- Department of Life Science, Dezhou University, Dezhou 253023, China
- Correspondence: (Z.X.); (J.D.)
| | - Dongqing Wei
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Hongmei Zhang
- Department of Life Science, Dezhou University, Dezhou 253023, China
| | - Jacques Demongeot
- Laboratory AGEIS EA 7407, Team Tools for e-Gnosis Medical, Faculty of Medicine, University Grenoble Alpes (UGA), 38700 La Tronche, France
- Correspondence: (Z.X.); (J.D.)
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Mondot S, Lantz O, Lefranc MP, Boudinot P. The T cell receptor (TRA) locus in the rabbit (Oryctolagus cuniculus): Genomic features and consequences for invariant T cells. Eur J Immunol 2019; 49:2146-2158. [PMID: 31355919 DOI: 10.1002/eji.201948228] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2019] [Revised: 06/14/2019] [Indexed: 11/07/2022]
Abstract
The rabbit has been widely used in immunology and infectiology. Rabbit immunoglobulins have been extensively studied, leading to the discovery of their idiotypes, allotypic diversity, and of the diversification of the primary repertoire by hyperconversion. Much less is known about rabbit T cell receptors (TR), especially TRA. This isotype is particularly important for innate-like T cells, which typically express invariant TRA (iTRA). The presence of such cells in the rabbit remains an enigma. Rabbit NKT cells seem to be very rare, and lagomorphs lack MAIT cells. TRAV1, the variable gene expressed in the iTRA of these cells across most mammals, and MR1, the MH1-like receptor that present riboflavin derivatives to MAIT cells, are missing in rabbit. An alternative iTRA has been identified, that may be expressed by new innate-like T cells. To facilitate TRA repertoire analyses in rabbit, we report here a full description of TRA and TRD loci and a subgroup definition based on IMGT® classification. Rabbit TRA rearrangements follow the same temporal pattern that is observed in mouse and human. Rare transcripts expressing TRDV/TRDD/TRDJ rearrangements spliced to TRAC were detected. TRA and TRD genes have been made available in IMGT and IMGT/HighV-QUEST, allowing easy analysis of TRA/TRD RepSeq.
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Affiliation(s)
- Stanislas Mondot
- MICALIS, Institut National de la Recherche Agronomique (INRA), Université Paris-Saclay, Jouy-en-Josas, France
| | - Olivier Lantz
- INSERM U932, Institut Curie, Paris Sciences et Lettres Research University, Paris, France.,Center of Clinical Investigation in Biotherapy 1428, Gustave-Roussy/Curie, Paris, France.,Laboratoire d'Immunologie Clinique, Institut Curie, Paris, France
| | - Marie-Paule Lefranc
- IMGT®, the International ImMunoGeneTics Information System® (IMGT), Institut de Génétique Humaine, CNRS, Université de Montpellier, Montpellier Cedex 5, France
| | - Pierre Boudinot
- Virologie et Immunologie Moléculaires (VIM), Institut National de la Recherche Agronomique (INRA), Université Paris-Saclay, Jouy-en-Josas, France
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Demongeot J, Norris V. Emergence of a "Cyclosome" in a Primitive Network Capable of Building "Infinite" Proteins. Life (Basel) 2019; 9:E51. [PMID: 31216720 PMCID: PMC6617141 DOI: 10.3390/life9020051] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 06/08/2019] [Accepted: 06/13/2019] [Indexed: 01/02/2023] Open
Abstract
We argue for the existence of an RNA sequence, called the AL (for ALpha) sequence, which may have played a role at the origin of life; this role entailed the AL sequence helping generate the first peptide assemblies via a primitive network. These peptide assemblies included "infinite" proteins. The AL sequence was constructed on an economy principle as the smallest RNA ring having one representative of each codon's synonymy class and capable of adopting a non-functional but nevertheless evolutionarily stable hairpin form that resisted denaturation due to environmental changes in pH, hydration, temperature, etc. Long subsequences from the AL ring resemble sequences from tRNAs and 5S rRNAs of numerous species like the proteobacterium, Rhodobacter sphaeroides. Pentameric subsequences from the AL are present more frequently than expected in current genomes, in particular, in genes encoding some of the proteins associated with ribosomes like tRNA synthetases. Such relics may help explain the existence of universal sequences like exon/intron frontier regions, Shine-Dalgarno sequence (present in bacterial and archaeal mRNAs), CRISPR and mitochondrial loop sequences.
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Affiliation(s)
- Jacques Demongeot
- Faculty of Medicine, Université Grenoble Alpes, AGEIS EA 7407 Tools for e-Gnosis Medical, 38700 La Tronche, France.
| | - Vic Norris
- Laboratory of Microbiology Signals and Microenvironment, Université de Rouen, 76821 Mont-Saint-Aignan CEDEX, France.
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Venturi V, Thomas PG. The expanding role of systems immunology in decoding the T cell receptor repertoire. ACTA ACUST UNITED AC 2018; 12:37-45. [PMID: 31106281 DOI: 10.1016/j.coisb.2018.09.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
T cells play a crucial role in the immune system's defense against many infectious diseases, including persistent infections for which no effective vaccines currently exist. The T cell component of the adaptive immune system is highly complex involving a constantly evolving landscape of various inter-related T cell populations. These T cell populations are characterized by their phenotypic and functional properties as well as the collection, or repertoire, of T cell receptors (TCR) that mediate T cell recognition of antigenic peptides derived from pathogens. Understanding the various processes and factors that impact the development and evolution of the broader T cell repertoire available to recognize and respond to pathogens and the characteristics of antigen-experienced T cell repertoires associated with effective immune control of pathogens is critical to the rational design of T cell-based vaccines and therapies. In this article we discuss, using examples of recent research, the promise that systems immunology approaches, involving quantitative analysis and mathematical and computational modeling of immunological data, hold for decoding the complex TCR repertoire system in the current era of advancing technologies.
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Affiliation(s)
- Vanessa Venturi
- Infection Analytics Program, Kirby Institute for Infection and Immunity, UNSW Australia, Sydney, NSW, Australia
| | - Paul G Thomas
- Department of Immunology, St. Jude Children's Research Hospital, Memphis, TN, USA
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McGuire HM, Watkins TS, Field M, Taylor S, Yasuyama N, Farmer A, Miles JJ, Fazekas de St. Groth B. TCR deep sequencing of transgenic RAG-1-deficient mice reveals endogenous TCR recombination: a cause for caution. Immunol Cell Biol 2018; 96:642-645. [DOI: 10.1111/imcb.12033] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2017] [Revised: 02/27/2018] [Accepted: 02/27/2018] [Indexed: 11/28/2022]
Affiliation(s)
- Helen M McGuire
- Centenary Institute; Camperdown NSW Australia
- Discipline of Pathology; School of Medical Sciences; Charles Perkins Centre; University of Sydney; NSW Australia
- Ramaciotti Facility for Human Systems Biology; Charles Perkins Centre; University of Sydney; NSW Australia
| | - Thomas S Watkins
- Centre for Biodiscovery and Molecular Development of Therapeutics; AITHM; James Cook University; Cairns QLD Australia
- QIMR Berghofer Medical Research Institute; Brisbane QLD Australia
- Faculty of Medicine; The University of Queensland; Brisbane QLD Australia
| | - Matthew Field
- Centre for Biodiscovery and Molecular Development of Therapeutics; AITHM; James Cook University; Cairns QLD Australia
| | - Sarah Taylor
- Takara Bio USA, Inc.; 1290 Terra Bella Ave, Mountain View CA USA
| | - Nao Yasuyama
- Takara Bio USA, Inc.; 1290 Terra Bella Ave, Mountain View CA USA
| | - Andrew Farmer
- Takara Bio USA, Inc.; 1290 Terra Bella Ave, Mountain View CA USA
| | - John J Miles
- Centre for Biodiscovery and Molecular Development of Therapeutics; AITHM; James Cook University; Cairns QLD Australia
- QIMR Berghofer Medical Research Institute; Brisbane QLD Australia
- Faculty of Medicine; The University of Queensland; Brisbane QLD Australia
- Institute of Infection and Immunity; Cardiff University School of Medicine; Heath Park Cardiff UK
| | - Barbara Fazekas de St. Groth
- Discipline of Pathology; School of Medical Sciences; Charles Perkins Centre; University of Sydney; NSW Australia
- Ramaciotti Facility for Human Systems Biology; Charles Perkins Centre; University of Sydney; NSW Australia
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Toor AA, Toor AA, Rahmani M, Manjili MH. On the organization of human T-cell receptor loci: log-periodic distribution of T-cell receptor gene segments. J R Soc Interface 2016; 13:20150911. [PMID: 26763333 DOI: 10.1098/rsif.2015.0911] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The human T-cell repertoire is complex and is generated by the rearrangement of variable (V), diversity (D) and joining (J) segments on the T-cell receptor (TCR) loci. The T-cell repertoire demonstrates self-similarity in terms clonal frequencies when defined by V, D and J gene segment usage; therefore to determine whether the structural ordering of these gene segments on the TCR loci contributes to the observed clonal frequencies, the TCR loci were examined for self-similarity and periodicity in terms of gene segment organization. Logarithmic transformation of numeric sequence order demonstrated that the V and J gene segments for both T-cell receptor α (TRA) and β (TRB) loci are arranged in a self-similar manner when the spacing between the adjacent segments was considered as a function of the size of the neighbouring gene segment, with an average fractal dimension of approximately 1.5. Accounting for the gene segments occurring on helical DNA molecules with a logarithmic distribution, sine and cosine functions of the log-transformed angular coordinates of the start and stop nucleotides of successive TCR gene segments showed an ordered progression from the 5' to the 3' end of the locus, supporting a log-periodic organization. T-cell clonal frequency estimates, based on V and J segment usage, from normal stem cell donors were plotted against the V and J segment on TRB locus and demonstrated a periodic distribution. We hypothesize that this quasi-periodic variation in gene-segment representation in the T-cell clonal repertoire may be influenced by the location of the gene segments on the periodic-logarithmically scaled TCR loci. Interactions between the two strands of DNA in the double helix may influence the probability of gene segment usage by means of either constructive or destructive interference resulting from the superposition of the two helices.
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Affiliation(s)
- Amir A Toor
- Bone Marrow Transplant Program, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Abdullah A Toor
- School of Engineering, Virginia Commonwealth University, Richmond, VA, USA
| | - Mohamed Rahmani
- Hematology and Oncology, Department of Internal Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Masoud H Manjili
- Department of Microbiology and Immunology, Virginia Commonwealth University, Richmond, VA, USA
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Carico Z, Krangel MS. Chromatin Dynamics and the Development of the TCRα and TCRδ Repertoires. Adv Immunol 2015; 128:307-61. [DOI: 10.1016/bs.ai.2015.07.005] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Shih HY, Krangel MS. Chromatin architecture, CCCTC-binding factor, and V(D)J recombination: managing long-distance relationships at antigen receptor loci. THE JOURNAL OF IMMUNOLOGY 2013; 190:4915-21. [PMID: 23645930 DOI: 10.4049/jimmunol.1300218] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The rearrangement of T and B lymphocyte Ag receptor loci occurs within a highly complex chromosomal environment and is orchestrated through complex mechanisms. During the past decade, a large body of literature has highlighted the significance of chromatin architecture at Ag receptor loci in supporting the genomic assembly process: in preparation for recombination, these loci tend to contract and form multiple loops that shorten the distances between gene segments and facilitate recombination events. CCCTC-binding factor, CTCF, has received much attention in this regard since it has emerged as an important regulator of chromatin organization and transcription. In this review, we summarize recent work outlining conformational dynamics at Ag receptor loci during lymphocyte development and we discuss the role of CTCF in Ag receptor locus conformation and repertoire development.
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Affiliation(s)
- Han-Yu Shih
- Department of Immunology, Duke University Medical Center, Durham, NC 27710, USA
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Jaeger S, Fernandez B, Ferrier P. Epigenetic aspects of lymphocyte antigen receptor gene rearrangement or 'when stochasticity completes randomness'. Immunology 2013; 139:141-50. [PMID: 23278765 DOI: 10.1111/imm.12057] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2012] [Revised: 12/17/2012] [Accepted: 12/19/2012] [Indexed: 01/05/2023] Open
Abstract
To perform their specific functional role, B and T lymphocytes, cells of the adaptive immune system of jawed vertebrates, need to express one (and, preferably, only one) form of antigen receptor, i.e. the immunoglobulin or T-cell receptor (TCR), respectively. This end goal depends initially on a series of DNA cis-rearrangement events between randomly chosen units from separate clusters of V, D (at some immunoglobulin and TCR loci) and J gene segments, a biomolecular process collectively referred to as V(D)J recombination. V(D)J recombination takes place in immature T and B cells and relies on the so-called RAG nuclease, a site-specific DNA cleavage apparatus that corresponds to the lymphoid-specific moiety of the VDJ recombinase. At the genome level, this recombinase's mission presents substantial biochemical challenges. These relate to the huge distance between (some of) the gene segments that it eventually rearranges and the need to achieve cell-lineage-restricted and developmentally ordered routines with at times, mono-allelic versus bi-allelic discrimination. The entire process must be completed without any recombination errors, instigators of chromosome instability, translocation and, potentially, tumorigenesis. As expected, such a precisely choreographed and yet potentially risky process demands sophisticated controls; epigenetics demonstrates what is possible when calling upon its many facets. In this vignette, we will recall the evidence that almost from the start appeared to link the two topics, V(D)J recombination and epigenetics, before reviewing the latest advances in our knowledge of this joint venture.
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Affiliation(s)
- Sébastien Jaeger
- Centre d'Immunologie de Marseille-Luminy (CIML), Institut National de la Santé et de la Recherche Médicale (Inserm) U1104, Centre National de la Recherche Scientifique (CNRS)UMR7280, Aix-Marseille University UM2, Marseille, France
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10
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Tuulasvaara A, Baussand J, Laine P, Paulin L, Salminen J, Auvinen P, Gorochov G, Arstila TP. High-sequence diversity and structural conservation in the human T-cell receptor β junctional region during thymic development. Eur J Immunol 2013; 43:2185-93. [DOI: 10.1002/eji.201343360] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2013] [Revised: 03/28/2013] [Accepted: 05/08/2013] [Indexed: 11/11/2022]
Affiliation(s)
- Anni Tuulasvaara
- Department of Bacteriology and Immunology; Haartman Institute; University of Helsinki; Helsinki; Finland
| | | | - Pia Laine
- Institute of Biotechnology; University of Helsinki; Helsinki; Finland
| | - Lars Paulin
- Institute of Biotechnology; University of Helsinki; Helsinki; Finland
| | - Jukka Salminen
- Department of Surgery; Hospital for Children and Adolescents; Helsinki University Hospital; Helsinki; Finland
| | - Petri Auvinen
- Institute of Biotechnology; University of Helsinki; Helsinki; Finland
| | | | - T. Petteri Arstila
- Department of Bacteriology and Immunology; Haartman Institute; University of Helsinki; Helsinki; Finland
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Pham HP, Manuel M, Petit N, Klatzmann D, Cohen-Kaminsky S, Six A, Marodon G. Half of the T-cell repertoire combinatorial diversity is genetically determined in humans and humanized mice. Eur J Immunol 2011; 42:760-70. [PMID: 22105329 DOI: 10.1002/eji.201141798] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2011] [Revised: 10/26/2011] [Accepted: 11/17/2011] [Indexed: 01/04/2023]
Abstract
In humanized mice, the T-cell repertoire is derived from genetically identical human progenitors in distinct animals. Thus, careful comparison of the T-cell repertoires of humanized mice with those of humans may reveal the contribution of genetic determinism on T-cell repertoire formation. Here, we performed a comprehensive assessment of the distribution of V-J combinations of the human β chain of the T-cell receptor (hTRBV) in NOD.SCID.γc(-/-) (NSG) humanized mice. We observed that numerous V-J combinations were equally distributed in the thymus and in the periphery of humanized mice compared with human references. A global analysis of the data, comparing repertoire perturbation indices in humanized NSG mice and unrelated human PBMCs, reveals that 50% of the hTRBV families significantly overlapped. Using multivariate ranking and bootstrap analyses, we found that 18% of all possible V-J combinations contributed close to 50% of the expressed diversity, with significant over-representation of BV5-J1.1+1.2 and BV6-J1.1+1.2 rearrangements. Finally, comparison of CD3(-) and CD3(+) thymocyte repertoires indicated that the observed V-J combination overlap was already present before TCR-MHC selection in the thymus. Altogether, our results show that half of the T-cell repertoire combinatorial diversity in humans is genetically determined.
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Affiliation(s)
- Hang-Phuong Pham
- Hôpital La Pitié-Salpêtrière, UPMC Univ Paris 06, UMR 7211, Paris, France
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Gaudart J, Ghassani M, Mintsa J, Rachdi M, Waku J, Demongeot J. Demography and diffusion in epidemics: malaria and black death spread. Acta Biotheor 2010; 58:277-305. [PMID: 20706773 DOI: 10.1007/s10441-010-9103-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2010] [Accepted: 06/28/2010] [Indexed: 01/14/2023]
Abstract
The classical models of epidemics dynamics by Ross and McKendrick have to be revisited in order to incorporate elements coming from the demography (fecundity, mortality and migration) both of host and vector populations and from the diffusion and mutation of infectious agents. The classical approach is indeed dealing with populations supposed to be constant during the epidemic wave, but the presently observed pandemics show duration of their spread during years imposing to take into account the host and vector population changes as well as the transient or permanent migration and diffusion of hosts (susceptible or infected), as well as vectors and infectious agents. Two examples are presented, one concerning the malaria in Mali and the other the plague at the middle-age.
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Affiliation(s)
- J Gaudart
- LERTIM, EA 3283, Faculty of Medicine, Aix-Marseille University, 27 Bd Jean Moulin, 13385 Marseille Cedex 5, France.
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