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Global Health Econ Sustain                                          Quantum Data Lake for epidemic analysis




            Table 6. Diseases and symptoms caused by the Parvoviridae family (subfamily Parvovirinae) of viruses
            Genus                          Species                             Diseases and symptoms
            Bocaparvovirus            Primate bocaparvovirus 1
                                    (i) Human bocavirus 1 (HboV1)               (i) Respiratory diseases
                                    (ii) Human bocavirus 3 (HboV3)                  (ii) Enteritis
                                      Primate bocaparvovirus 2                       Enteritis
                                    – Human bocavirus 2c (HboV2c)
                                     – Human bocavirus 4 (HboV4)
            Dependoparvovirus  – Adeno-associated dependoparvovirus (AAV) A  - Possible tumor protective effect;
                              (i.e., AAV1, AAV2, AAV3, AAV4, AAV6, AAV7, AAV8,   - AAV vectors for gene therapy: cystic fibrosis; hereditary
                               AAV9, AAV10, AAV11, AAV12, AAV13, AAVS17)  emphysema (e.g., alpha-1-antitrypsin deficiency); hemophilia;
                             – Adeno-associated dependoparvovirus B (i.e., AAV5)  muscular dystrophy; Parkinson’s disease; Alzheimer’s disease;
                                                                    Canavan disease; spinal muscular atrophy; Batten disease; and
                                                                                 rheumatoid arthritis;
                                                                  - Potential therapeutic vaccines for cancer (malignant melanoma);
                                                                                      and
                                                                  - Prophylactic vaccines against HIV and hepatocellular carcinoma
                                                                                    (i.e., AAV2)
            Erythroparvovirus        Primate erythroparvovirus 1       Erythema infectiosum (fifth disease); systemic lupus
                                    – Human parvovirus B19 (B19V)    erythematosus; Henoch-Schönein purpura (IgA vasculitis);
                                                                     Wegener’s granulomatosis; Mastade–purpuric gloves and
                                                                    socks syndrome; Gianotti–Crosti syndrome; livedo reticularis;
                                                                    rheumatological arthritides; systemic sclerosis; myositis; pure
                                                                    red cell aplasia (erythroblastopenia); transient aplastic crisis;
                                                                   thrombocytopenia; neutropenia; idiopathic thrombocytopenic
                                                                    purpura; virus-associated hemophagocytic syndrome; acute
                                                                    leukemia and myelodysplasia; Kikuchi disease; myocarditis,
                                                                    pericarditis, acute heart failure; giant cell arteritis; polyarteritis
                                                                    nodosa; meningitis, encephalitis; Guillain–Barré syndrome;
                                                                  cerebellar ataxia; transverse myelitis; peripheral neuropathy; carpal
                                                                   tunnel syndrome; congenital neurological disease; hepatitis, acute
                                                                    liver failure; glomerulonephritis; fetal hydrops; and fetal loss
                                     Primate erythroparvovirus 2        Infects human bone marrow mononuclear cells
                                     – Simian parvovirus B20 (SPV)
            Protoparvovirus           Primate protoparvovirus 1               Gastroenteritis and diarrhea
                                 – Human bufavirus 1a (BuV1a) from BF86
                                      Primate protoparvovirus 3    Cutaneous malignant melanoma and cutaneous T cell lymphoma
                                 – Human cutavirus (CutaV) from BR-337           (mycosis fungoides)
            Tetraparvovirus           Primate tetraparvovirus 1   Rash; arthralgia; anemia; respiratory tract symptoms; encephalitis;
                                    – Human parvovirus 4 (PARV4)  glomerulonephritis; hepatitis; gastrointestinal symptoms; and fetal
                                                                                     hydrops
            Abbreviations: AAV: Adeno-associated dependoparvovirus, B19V: Human parvovirus B19, BuV1a: Human bufavirus 1a, CutaV: Human cutavirus,
            HboV1: Human bocavirus 1, HboV2c: Human bocavirus 2c, HboV3: Human bocavirus 3, HboV4: Human bocavirus 4, PARV4: Human parvovirus 4,
            SPV: Simian parvovirus B20.

            with reality because of the impossibility of accurately taking   evolve as parts of a common space. The circulation of viruses
            into account all the data that reflect all processes with all   can be compared with a random Brownian motion within
            their interactions. The causative agents (viruses) of viral   the influence of the triple nexus. Similarly, advancements in
            infections are affected by the global “triple nexus” system   computing performance and mathematical models have led
            (i.e., environmental, social, and immune aspects), with a   to growing opportunities to predict the viruses’ circulation
            complex interaction that includes the existence of viruses in   and the emergence of infectious disease outbreaks.
            nature, human-controlled regulation, passage through the   Therefore, the list of mathematical models and approaches
            human immune system, and self-regulation of the viruses   for epidemic modeling is said to be endless.
            (Figure  2). Each component of the triple nexus has an   The scientific community faces three main problems
            infinite number of options and interactions. Furthermore,   in epidemic data modeling: (1) How to describe the space
            environmental, social, and immune systems continuously   in which data will be considered and modeled; (2) how to


            Volume 2 Issue 1 (2024)                         16                       https://doi.org/10.36922/ghes.2148
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