Review Article (Open access) |
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Int. J. Life. Sci. Scienti. Res., 4(1):
1614-1619,
January 2018
Challenges to Cure: Transmission, Virulence and Pathogenesis of
HIV Infection
Poonam
Verma1*, Gnanendra
Shanmugam2, Sudha Bansode3
1Research
Scholar, Department of Biotechnology, IFTM University, Moradabad, India
2Post Doctoral
Fellow, Department of Biotechnology, Yeungnam
University, South Korea
3
Post
Doctoral Fellow, Department of Biology,
University of California, USA
*Address
for Correspondence:
Poonam Verma, Research
Scholar, Department of Biotechnology, IFTM University, Moradabad, India
ABSTRACT- Human
immunodeficiency virus (HIV) is a major contributor to the global burden of the
disease, opportunistic infections, and tumors follow. HIV also directly attacks
the immune system and affects certain body’s system (like Central Nervous System, Respiratory and Cardiovascular Systems, Digestive System etc). HIV transmission is complex and depends on the
number of behavioral and biological co-factors. The hallmark of HIV infection
is the progressive depletion of CD4 helper T cells because of reduced
production and increased destruction. Although the typical HIV infected patient
shows a sustained CD4 cell increase, a remarkable number of subjects never
achieve normal ranges of CD4. HIV infection is also characterized by a marked
increase in immune activation, which includes both the adaptive and innate
immune systems and abnormalities in coagulation. Extraordinary efforts in the
fields of clinical, pharmacology, and biology care have contributed to
progressively turn HIV infection from an unavoidably fatal condition into a
chronic manageable disease, at least in the countries where HIV infected people
have full access to the potent anti-retroviral (ARV) drug combinations that
permit a marked and sustained control of viral replication. Although their pathogenesis
is still under discussed, they are likely to originate from immune dysfunction
associated with HIV infection and chronic inflammation. The last consideration
regards the dis-homogenous pattern of HIV disease worldwide.
Keywords-
Human immunodeficiency virus (HIV), simian
immunodeficiency viruses (SIV), Acquired
immunodeficiency syndrome (AIDS), Cell mediated immunity (CMI), Antiretroviral
(ARV) therapy, Anti-retroviral agents
INTRODUCTION-
HIV virus is the harmful mediator of Acquired Immunodeficiency Syndrome (AIDS),
was identified in 1983 following the first reported cases of AIDS in 1981-1982.
Human immune deficiency virus (HIV)
is a member of a class known as Retroviruses. These viruses store their genetic
information as ribonucleic acid (RNA), unlike most viruses which store their
genetic information as deoxyribonucleic acid (DNA). Previous to viral
replication can obtain place, the RNA must be converted to DNA by the reverse
transcription enzyme, hence the Latin term Retro, meaning 'turning back' [1].
Fig. 1: Structure of the Human immunodeficiency
virus (HIV)
Source:
https://www.philpoteducation.com/pluginfile.php/1205/mod_book/chapter/2867/6.2.3b.jpg
HIV comprises an outer envelope
consisting of a lipid bilayer with spikes of glycoproteins (gp), gp41 and gp120
encoded by env gene. These
glycoproteins (gp) are associated in such a manner that glycoproteins 120
protrude from the surface of the HIV virus. The envelope is inside membrane
made of nucleocapsid (p 17, matrix protein), which surrounds a central core of
protein, p24 (capsid protein) encoded by gag
gene. Within this core, are 2 copies of single-stranded RNA (ssRNA) (the virus
genome). Proteins, p7 and p9, are bound to the RNA and are believed to be
involved in regulation of gene expression. Multiple molecules of the enzyme,
like reverse transcriptase (RT), integrase (IN) and protease (PR) are also
present in the center encoded by pol
gene. This enzyme is responsible for converting the viral RNA into pro-viral DN
[1] (Fig. 2).
Fig. 2: Genome
Structure
of the Human immunodeficiency virus (HIV)
Source:
https://mappingignorance.org/fx/media/2013/01/Fig1.png
HIV
virus was unknown until the early 1980's however while then has infected
millions of persons in a worldwide pandemic. The consequence of HIV infection
is the relentless destruction of the immune system leading to the onset of the
acquired immunodeficiency Syndrome (AIDS). The AIDS pandemic has already
resulted in the deaths of over half its victims. Almost HIV viral infected people
are at danger for disease and death from opportunistic infections and
neoplastic complications because of the inevitable manifestations of AIDS [2].
AIDS,
the Acquired Immunodeficiency Syndrome, is the disease known to be scourge for
our century has had an impact like no other disease. Human Immunodeficiency
Virus (HIV) affects the human Helper T lymphocytes and macrophages, which are
important in maintaining cell mediated immunity (CMI). The CMI is essential in
protecting persons from many diseases including tuberculosis. HIV virus is the
more significant known risk factor that promotes progression to active
tuberculosis in people with Mycobacterium
tuberculosis infection [3].
Bamisaye
et al. [4] validated the that
ABO/Rh antigens and Haemoglobin electrophoretic patterns are not associated
with HIV infection but CD4 T- cells level is significantly associated with ABO
blood groups in HIV infection with blood group A and AB having increased CD4
cell count thereby contributing to increased immune resistance in such
individuals. There is therefore, need to determine the mechanism and substances
responsible for this immune protective action [4].
Yasmin and Nandan [5] had emphasized that
co-infection of tuberculosis in HIV/AIDS patient is a concern. There is direct
relationship among CD4 counts depletion with Pulmonary Tuberculosis in HIV/AIDS
patients. Tuberculosis remains an important public health problem and has
been exacerbated by the HIV epidemic, resulting in increased morbidity and
mortality worldwide [5]. HIV/AIDS
disease leads to immune suppression and is a strongest of all known risk
factors for the development of Tuberculosis disease and there is need for
constant monitoring of HIV positive patients for acquisition of Tuberculosis,
an assessment the type of prevalent mycobacteria in the region and information
on the resistance pattern obtained in the prevalent strains. Therefore,
adequate knowledge is absolutely necessary for optimum management and to reduce
mortality and morbidity [5].
At
begin of the 21st century, the incidence of HIV infection stabilized
at about 0.8%. The age group of 15 to 24 years young individuals were the most
affected, accounted for 45% of new HIV infections. Globally, over half the victims
of AIDS are women and a consequence of this is perinatal infection resulting in
a significant number of children born with HIV infection. The capacity of the
AIDS pandemic has already led to complicated consequences, not only for
healthiness care systems of countries unable to cope with many AIDS victims but
also for the national economies of those countries due to the loss on young to
middle aged individual who are economically most productive [6].
Costs
for detection, diagnosis, and treatment are considerable when efficient
therapies for persons with complications of HIV infection are instituted to
prolong survival. In the 1990’s in the U.S., the average cost for medical care
of an HIV-infected patient was double the average income for half of all such
patients [7]. Although the therapies of the pharmacologic exist for
prolonging the life of HIV viral infected people, such therapies are expensive
and out-of-reach for many persons worldwide. The years of useful life lost by
the predominantly younger population infected with HIV virus has a serious
economic impact [8]. In the era of antiretroviral therapy in the
U.S. the average life expectancy for persons diagnosed with HIV infection
increased from 10.5 years in 1996 to 22.5 years in 2005 [9].
Targeting high risk groups with
educational campaigns, increasing condom use, male circumcision, reducing
sexually transmitted diseases, increasing the availability of antiretroviral
drugs, and needle-exchange programs for injection drug users have shown success
in reducing or stabilizing rates of HIV infection [6,10]. Treatment
programs for those with AIDS are expensive and difficult to administer. Brazil
has had success in reducing health care costs of HIV infection with use of more
widely available antiretroviral drugs. A few pharmaceutical manufacturers have
decided to subsidize the expenses, or allowed generic manufacture of
antiretroviral agents, lessening therapy to about 1$ USD/ day, but the numbers
of infected persons make treatment an expensive option for many countries. Lack
of resources for health care has limited budgets to deal with HIV when other
health problems loomed large [6,10].
Acute HIV infection- Acute HIV infection is the period of time immediately
following infection with HIV virus. The HIV virus in the blood during this time
is often the highest it will ever be since the body's defenses have not had
enough time to respond to the virus. Initially, HIV appears
to establish a localized infection via the vaginal or anal canals, with the
transmitted/founder virus being highly homogeneous [11]. As the quantity of HIV virus increase in the body, a
big number of WBC, called CD4 cells, are damaged. Over time, HIV
infection causes a dramatic decrease in the number of CD4 cells that
considerably weakensthe immune system. During the first weeks
after HIV transmission, severe losses of CD41 cells occur, particularly in the
gastro-intestinal mucosa, as a ‘cytokine storm’ ensues and plasma viral loads
reach very high levels [12-13].
Genetic Diversity of HIV- Genetic diversity (GD)
is probably one of the most important concepts in biology. In its most simple
definition, GD refers to any and every kind of genetic variation at the
individual, population, inter-population or species level. GD has a large
impact on conservation biology[14] and the study of human origins,[15]
as well as molecular epidemiology,[16] domestication,[17] fitness [18] and disease.[19]
In HIV-1, higher levels of GD have been associated with clinical outcomes
such as immune escape of selected variants,[20] emergence of drug
resistance mutations and the consequent therapy failure,[21] and
even with disease progression.[22,23] GD has also been used to
study the geographic and temporal spread of HIV-1, shedding light on global and
regional population dynamics. HIV-1 GD stems from at least three
different sources: multiple introductions of HIV-1 into the human population,[24–26] the
low fidelity & high recombinogenic power [27,28] of its
reverse transcriptase [29] and its high virus turnover.[30]
Table 1: Summary
of HIV types and groups
S. No |
Type |
Group |
Origin |
Isolates1
(%) |
Epidemiology |
Comments |
1 |
HIV-1 |
M |
SIVcpz |
259,678 (98.2%) |
All continents with exception of
Antarctica |
Major group responsible for the AIDS
pandemic; fit than HIV-1 group O and HIV-2 |
|
|
O |
SIVgor or SIVcpz |
1,095 (0.4%) |
Majorly found in Central and West
Africa |
Naturally resistant to NNRTI; less fit
than group HIV-1 M and HIV-2 |
|
|
N |
Recombinant group M
ancestor / SIVcpz |
22 (<0.001%) |
Only found in Cameroon |
Very rare epidemically; few studies on
drug resistance published |
|
|
P |
SIVgor |
Single case |
Undetermined |
Described in 2009 in a Cameroonian woman.
The actual number of infections is unknown. |
2 |
HIV-2 |
- |
SIVsm |
3,593 (1.4%) |
Mainly found in Western and Central
Africa; some cases in Western Europe, India, United States, Brazil and Japan |
Apparently slower progression to AIDS;
less susceptible to some anti-HIV-1 drugs; naturally resistant to NNRTI |
1Isolates sequenced
and available at the Los Alamos HIV Sequence Database as of 18 July 2009
Transmission
of HIV- HIV can be transmitted from one person to another through
sexual contact, and in a limited number of other ways. HIV can also be
transmitted by sharing blood, needles and other injecting equipment. If any
lady is pregnant then it’s possible to transmit the virus in the baby body
before or during birth, or by breastfeeding [31-32]. HIV infection
can acquire from kissing, coughs, saliva, hugging, sharing baths, sneezes, or
towels, from swimming pools, toilet seats or from sharing toothbrushes, razors,
cups, plates or cutlery [31-32]. It is unable to acquire HIV from
any animals or insects, including mosquitoes. HIV isn’t transmitted through
biting. For HIV infection acquisition, the virus must induce optimal conditions
for the infection to occur, as indicated by the low transmission rate and the
existence of individuals who remain uninfected despite being repeatedly exposed
[31-32]. In fact, during the initial steps of viral infection the
virus needs to overcome the mucosal barrier and to find proper target cells
such as Dendritic cell (DCs), macrophages, activated CD4 T cells, to rapidly
replicate and spread [33-34].
Pathogenesis
of HIV Infection- CD4 cells are the main target cells for
HIV. CD4 lymphocyte (a type of WBC) is keys in both humoral and cell-mediated
immune responses. Their number decreases during HIV infection. The pathogenesis
of AIDS disease has proven to be quite complex and dynamic, with most of the
critical events (e.g., transmission, CD4 (+) T cell destruction) occurring in
tissues that are not easily accessible for analysis. The non-human primate
model of AIDS has been used extensively to fill these gaps in our understanding
of AIDS pathogenesis. Recent data suggest that CD4 down-modulation plays an
important role in HIV pathogenesis and replication in vivo condition. Disease succession association among enhanced
virus-induced CD4 down-modulation and a subset of long-term non-progressor is
infected with viruses defective in this function [35–37].
Virulence
of HIV Infection- Uncovering the
factors behind this variation in HIV virulence (rate of disease progression)
might provide important clues for the understanding and management of the
disease. In current years, a huge effort has been put into elucidating as well
as quantifying the function of host genetic factors [38,39];
however, systematic studies on the contribution of viral genetic factors had
remained scarce. Hints for the role of viral factors included differences in
virulence based on viral subtype [40,41], co-receptor use [42,43],
or the presence of deleterious mutations in the virus [44,45]. The
description of the chronic virus load may influence heritability estimates
depending on the nature of the within-host evolution of HIV. Given the great
evolutionary capacity of the virus, if genetic factors affect virulence, these
might also change during the course of an infection [46,47].
CONCLUSIONS- Acquired immunodeficiency syndrome
(AIDS) is the last phase of HIV viral infection. At the final stage, the immune
system is severely weakened, and the risk of contracting opportunistic
infections is much greater. The
innate immune response to HIV is largely mediated by natural killer cells and
is also crucial for virus control. HIV-associated inflammation, which isn’t completely inverted
by the Anti-retroviral (ARV) therapy, might be a contributing factor, but again
it doesn’t fully explain the apparent acceleration of aging process found in
HIV infected population. In addition to biological mechanisms,
we need to consider behavioral and psycho-social factors such as stress,
depression, and coping that may affect adherence to medications as well as the
immunology and virology of the disease. The number of older
people living with HIV and those with co-infections such as Hepatitis B and C
is also increasing. Successful long-term antiretroviral therapy is capable to
decrease, but not to eradicate, the burden of swelling, which is likely to be
causative, associated to some troubling complications of HIV infection, such as
cardiovascular diseases, tuberculosis, an emerging problem in HIV infected
population. Toxicity from the anti-HIV drugs affects many organs. Organ damage
patterns differ between the various drugs, and their effects reverse when
therapy is stopped.
FUTURE PROSPECT- While CD4 cell decline is the most specific feature
of HIV infection; its mechanism has not been totally clarified. Several
questions in this decade are still under mysterious like, Does HIV infection
accelerates the normal aging process?, Does
antiretroviral therapy have a role in declining the transmission at
individuality and society level?, Can
HIV infection be cured?, In the absence of an effective vaccine, HIV
eradication becomes a major goal for global health. When is the best time to start antiretroviral
therapy?, Which is the best ARV combination to start with?, How long an
individual should be treated with ARV therapy?, These “classic” questions are
still unlocked, and they are likely to stay scientists very hectic for at least
one more decade. Further research is still needed to clarify the above some
questions.
REFERENCES
1. Abbas
A, Lichtman A, and Pober J. Cellular and Molecular Immunology. W. B. Saunders:
Philadelphia, 2000.
2. Maartens
G, Celum C, Lewin SR. HIV infection: epidemiology, pathogenesis, treatment, and
prevention. Lancet. 2014; 384(9939):258-271.
3. World
Health Organization: Background information on tuberculosis and Human
Immunodeficiency Virus: Impact of HIV on TB control. In: TB/HIV: A clinical
manual/writing team: Harries A, Maher D, Graham S. 2nd ed. WHO,
2004.
4. Bamisaye
EO, Adepeju AA, Akanni EO, Akinbo DB, Omisore AO: Association between Blood
Group Antigens, CD4 Cell Count and Haemoglobin Electrophoretic Pattern in HIV
Infection. Int. J. Life. Sci. Scienti. Res, 2017; 3(5):1300-1304.
5. Yasmin
T, Nandan K: Correlation of Pulmonary Tuberculosis in HIV Positive Patients and
its Association with CD4 Count. Int. J. Life. Sci. Scienti. Res., 2016; 2(6):
733-736.
6. Kilmarx
PH. Global epidemiology of HIV. Curr
Opin HIV AIDS. 2009; 4:240-246.
7. Bozzette
SA, Berry SH, Duan N, et al. The care of HIV-infected adults in the United
States.
N Engl J Med. 1998;
339:1897-1904.
8. Whiteside
A. Demography and economics of HIV/AIDS. Br Med Bull. 2001; 58:73-88.
9. Harrison
KM, Song R, Zhang X. Life expectancy after HIV diagnosis based on national
HIV
surveillance data from 25 states, United States. J Aquir Immune Defic Syndr. 2010; 53:124-130.
10. Okie
S. Fighting HIV- lessons from Brazil. N
Engl J Med. 2006; 354:1977-1981.
11. Salazar-Gonzalez
J F, Salazar MG, Keele BF, Learn GH, Giorgi EE, Li H, Decker JM, et al. Genetic
identity, biological phenotype, and evolutionary pathways of
transmitted/founder viruses in acute and early HIV-1 infection. J. Exp. Med.
2009; 206: 1273–1289.
12. Douek
D. HIV disease progression: immune activation, microbes, and a leaky gut. Top.
HIV Med. 2007. 15: 114–117.
13. Norris
PJ, Pappalardo BL, Custer B, Spotts G, Hecht FM, and Busch MP. Elevations in
IL-10, TNF-alpha, and IFN-gamma from the earliest point of HIV Type 1
infection. AIDS Res. Hum. Retroviruses, 2006; 22: 757–762.
14. Laikre
L, Allendorf FW, Aroner LC et al. Neglect of genetic
diversity in implementation of the convention on biological diversity. Conserv. Biol.
2010; 24(1):86–88.
15. Tishkoff
SA, Reed FA, Friedlaender FOR et al. The genetic structure and
history of Africans and African Americans. Science, 2009;
324(5930):1035–1044.
16. De
Oliveira T, Pybus O, Rambaut A et al. Molecular
epidemiology: HIV-1 and HCV sequences from Libyan outbreak. Nature, 2006;
444(7121):836–837.
17. Groeneveld
L, Lenstra J, Eding H, et al. Genetic diversity in farm
animals- A review. Anim. Genet. (Suppl. 1): 2010; 41:6–31.
18. Agashe
D, Falk J, Bolnick D. Effects of founding genetic variation on adaptation to a
novel resource. Evolution, 2011; 65(9):2481–2491.
19. Merlo
LM, Maley CC. The role of genetic diversity in cancer. J. Clin. Invest. 2010;
120(2):401–403.
20. Fischer
W, Ganusov V, Giorgi E, et al. Transmission of single HIV-1
genomes and dynamics of early immune escape revealed by ultra-deep
sequencing. PLoS
ONE, 2010; 5(8):e12303.
21. Ross
LL, Weinberg WG, Dejesus E et al. Impact of low abundance
HIV variants on response to ritonavir-boosted atazanavir or fosamprenavir given
once daily with tenofovir/emtricitabine in antiretroviral-naive HIV-infected
patients. AIDS
Res. Hum. Retrov. 2010; 26(4):407–417.
22. Carvajal-Rodriguez
A, Posada D, Pérez-Losada M et al. Disease progression and
evolution of the HIV-1 env gene in 24 infected
infants. Infect.
Genet. Evol. 2008; 8(2): 110–120.
23. Lemey
P, Pond SLK, Drummond AJ et al. Synonymous substitution rates
predict HIV disease progression as a result of underlying replication
dynamics. PLoS
Comput. Biol. 2007; 3(2):282–292.
24. Salemi
M, Strimmer K, Hall WW et al. Dating the common ancestor of
SIVcpz and HIV-1 group M and the origin of HIV-1 subtypes using a new method to
uncover clock-like molecular evolution. FASEB J. 2001;
15(2):276–278.
25. Sharp
P, Bailes E, Gao F, Beer B, Hirsch V, Hahn B. Origins and evolution of AIDS
viruses: estimating the time-scale. Biochem. Soc. Trans. 2000;
28(2):275–282.
26. Korber
B, Muldoon M, Theiler J et al. Timing the ancestor of the
HIV-1 pandemic strains. Science, 2000; 288(5472):1789–1796.
27. Hu
W, Temin H. Retroviral recombination and reverse transcription. Science, 1990;
250(4985):1227–1233.
28. Shriner
D, Rodrigo AG, Nickle DC, Mullins JI. Pervasive genomic recombination of
HIV-1 in vivo. Genetics, 2004; 167(4):1573–1583.
29. Preston
B, Poiesz B, Loeb L. Fidelity of HIV-1 reverse transcriptase. Science,
1988; 242(4882):1168–1171.
30. Wei
X, Ghosh SK, Taylor ME et al. Viral dynamics in human immunodeficiency
virus type 1 infection. Nature, 1995; 373(6510):117–122.
31. BoilyM-C,
Baggaley RF, WangL, MasseB, White RG, Hayes RJ, et al. Heterosexual risk of
HIV-1 infection per sexual act: systematic review and meta-analysis of
observational studies. Lancet Infect
Dis, 2009; 9(2):118–29.
32. Miyazawa
M, Lopalco L, Mazzotta F, LoCaputo S, Veas F, Clerici M, et al. The
“immunologic advantage” of HIV-exposed sero negative individuals. AIDS, 2009; 23(2):161–75.
33. Wu
L, Kewal Ramani VN. Dendritic- cell interactions with HIV: infection and viral
dissemination. Nat Rev Immunol, 2006;
6(11):859–68.
34. Hladik
F, Sakchalathorn P, Ballweber L, Lentz G, Fialkow M, Eschenbach D, etal.
Initial events in establishing vaginal entry and infection by human
immunodeficiency virus type-1. Immunity,
2007; 26(2):257–70.
35. Arganaraz
ER, Schindler M, Kirchhoff F, and Lama J. Enhanced CD4 down-modulation by
late-stage HIV-1 nef alleles is associated with increased Env incorporation and
viral replication. J. Biol. Chem. 2003; 36:33912-33919.
36. Carl
S, et al. Modulation of different
human immunodeficiency virus type 1 nef functions during progression to aids.
J. Virol. 2001; 75: 3657–3665.
37. Tobiume
M, Takahoko M, Yamada T, Tatsumi M, Iwamoto A, and Matsuda M. Inefficient
enhancement of viral infectivity and CD4 downregulation by human
immunodeficiency virus type 1 Nef from Japanese long-term non-progressors. J.
Virol. 2002; 76: 5959–5965.
38. Herbeck
JT, Gottlieb GS, Winkler CA, Nelson GW, An P, Maust BS, Wong KG, Troyer, JL,
Goedert JJ, Kessing BD, et al. Multistage genomewide association study
identifies a locus at 1q41 associated with rate of HIV-1 disease progression to
clinical AIDS. J. Infect. Dis. 2010, 201:618–626.
39. Pelak
K, Goldstein DB, Walley NM, Fellay J, Ge D, Shianna KV, et al. Host determinants of HIV-1 control in African Americans. J.
Infect. Dis. 2010, 201:1141–1149.
40. Kanki
PJ, Hamel DJ, Sankale JL, Hsieh C, Thior I, Barin F, Woodcock SA, GueyeNdiaye
A, et al. Human immunodeficiency virus
type 1 subtypes differ in disease progression. J. Infect. Dis. 1999; 179:68–73.
41. Kiwanuka
N, Laeyendecker O, Robb M, Kigozi G, Arroyo M, McCutchan F, Eller LA, Eller M,
Makumbi F, Birx D, et al. Effect of
human immunodeficiency virus Type 1 (HIV-1) subtype on disease progression in
persons from Rakai, Uganda, with incident HIV-1 infection. J. Infect. Dis.
2008; 197:707–713.
42. Raymond
S, Delobel P, Mavigner M, Cazabat M, Encinas S, Souyris C, Bruel P,
Sandres-Saune K, et al. CXCR4-using viruses in plasma and peripheral blood
mononuclear cells during primary HIV-1 infection and impact on disease
progression. AIDS, 2010; 24:2305–2312.
43. Goetz
MB, Leduc R, Kostman JR, Labriola AM, Lie Y, Weidler J, Coakley E, et al. Relationship between HIV
coreceptor tropism and disease progression in persons with untreated chronic
HIV infection. J. Acquir. Immune Defic. Syndr. 2009; 50:259–266.
44. Deacon
NJ, Tsykin A, Solomon A, Smith K, Ludford- Menting M, et al. Genomic structure of an attenuated quasi species of HIV-1
from a blood transfusion donor and recipients. Science 1995; 270:988–991.
45. Michael
NL, Chang G, d’Arcy LA, Ehrenberg PK, Mariani R, Busch MP, et al. Defective accessory genes in a human immunodeficiency virus
type 1-infected long-term survivor lacking recoverable virus. J. Virol. 1995;
69: 4228–4236.
46. Schenzle
D. A model for AIDS pathogenesis. Stat. Med. 1994; 13:2067–2079.
47. Iwasa
Y, Michor F, Nowak MA. Virus evolution within patients’ increases
pathogenicity. J. Theor. Biol. 2005; 232:17–26.