REVIEWSMULTIVARIATE ANALYSISAnalysis that considers severaldependent variablessimultaneously.INGUINAL ADENOPATHYSwell<strong>in</strong>g <strong>of</strong> <strong>the</strong> lymph nodes thatare located <strong>in</strong> <strong>the</strong> gro<strong>in</strong>.ADJUSTED-RISK RATIOThe estimated risk ratio after anyconfound<strong>in</strong>g factors have beentaken <strong>in</strong>to account.Cl<strong>in</strong>ical trials and HIV excretion. Cl<strong>in</strong>ical trials can bedesigned to dissect <strong>the</strong> effect(s) <strong>of</strong> an STD on <strong>transmission</strong><strong>of</strong> HIV. For example, Celum and co-workers havefocused on HSV 57 .The development <strong>of</strong> specific and sensitiveHSV diagnostic serological tests has led to <strong>the</strong> realizationthat many HIV-<strong>in</strong>fected people also have anHSV-2 <strong>in</strong>fection 53,57,58 . HSV-2 <strong>in</strong>fection is associatedwith <strong>in</strong>termittent asymptomatic excretion <strong>of</strong> HSV <strong>in</strong> <strong>the</strong>genital tract 74 . HSV lesions are associated with HIVshedd<strong>in</strong>g 59 .Celum and co-workers plan to conduct atrial <strong>in</strong> HIV discordant couples <strong>in</strong> which HSV-2–HIVdually <strong>in</strong>fected ‘<strong>in</strong>dex’ partners (who do not requireART directed at HIV) are randomized to receive acyclovirto suppress HSV reactivation, with <strong>the</strong> hypo<strong>the</strong>sisthat HIV acquisition will be reduced 57 .It should benoted that, <strong>in</strong> a recent study, valacyclovir effectivelysuppressed <strong>the</strong> <strong>transmission</strong> <strong>of</strong> HSV from an <strong>in</strong>fectedsubject to his/her sexual partner 75 .Co-<strong>transmission</strong> <strong>of</strong> STDs and HIV. Compell<strong>in</strong>g evidencefor <strong>the</strong> co-<strong>transmission</strong> <strong>of</strong> STDs and HIV hasbeen provided by recent work <strong>in</strong> Malawi 23 . 1,361 menpresent<strong>in</strong>g to two outpatient cl<strong>in</strong>ics were studied.About half <strong>the</strong> men had an established HIV <strong>in</strong>fection,as determ<strong>in</strong>ed by HIV enzyme-l<strong>in</strong>ked immunosorbentassays (ELISA). However, nearly 2.5% <strong>of</strong> clients present<strong>in</strong>gwith an STD had an acute HIV <strong>in</strong>fection (antibody-negative,HIV-RNA-positive). MULTIVARIATE ANALYSISshowed that <strong>the</strong> factors that were most associated withacute HIV <strong>in</strong>fection were <strong>the</strong> presence <strong>of</strong> an STD,INGUINAL ADENOPATHY and, for men, an age <strong>of</strong> >23 years.There was also a trend towards <strong>in</strong>creased acute HIV<strong>in</strong>fection with <strong>the</strong> presence <strong>of</strong> GUD. HIV and <strong>the</strong>STD might have been acquired at <strong>the</strong> same time.Investigators <strong>in</strong> Pune, India, looked at how acquir<strong>in</strong>g aHSV <strong>in</strong>fection affects <strong>the</strong> acquisition <strong>of</strong> a HIV <strong>in</strong>fection.Individuals were def<strong>in</strong>ed as hav<strong>in</strong>g a recent HSV<strong>in</strong>fection if <strong>the</strong>re was documentation <strong>of</strong> HSV seroconversion<strong>in</strong> <strong>the</strong> past six months. Of 224 people whoacquired HIV dur<strong>in</strong>g <strong>the</strong> study, 28 also acquired HSVdur<strong>in</strong>g <strong>the</strong> same time period, <strong>in</strong>dicat<strong>in</strong>g some co-<strong>transmission</strong>.Recent HSV <strong>in</strong>fection conferred a 3.81-fold<strong>in</strong>creased adjusted hazard <strong>of</strong> HIV acquisition 76 .STDs, <strong>in</strong>flammation and viral diversity. P<strong>in</strong>g andcolleagues 77 conducted a detailed study <strong>of</strong> viral diversity<strong>in</strong> variants that were harvested from <strong>the</strong> semen <strong>of</strong> HIV<strong>in</strong>fectedmen before and after antibacterial <strong>the</strong>rapy foran STD. The results showed that three-quarters <strong>of</strong> bothSTD and control subjects had multiple HIV variants <strong>in</strong><strong>the</strong>ir blood, with even more variability <strong>in</strong> semen.Subjects with STDs who received treatment had morechanges <strong>in</strong> semen variants than blood variants at follow-up— show<strong>in</strong>g that local genital conditions wereaffect<strong>in</strong>g viral diversity <strong>in</strong> <strong>the</strong> semen <strong>in</strong> a way that wasnot reflected <strong>in</strong> <strong>the</strong> blood.ART and STDs. Triple-drug antiviral <strong>the</strong>rapy that isdirected aga<strong>in</strong>st HIV <strong>in</strong>hibits replication <strong>of</strong> <strong>the</strong> virus <strong>in</strong><strong>the</strong> genital tract <strong>of</strong> men and women 27,30,31 .Indeed, it isdifficult to detect HIV <strong>in</strong> <strong>the</strong> sem<strong>in</strong>al plasma <strong>in</strong> menwho are receiv<strong>in</strong>g ART with viral loads <strong>of</strong>
REVIEWSMucous Lactobacilli O<strong>the</strong>r anaerobesDesquamationChanges <strong>in</strong> vag<strong>in</strong>almicr<strong>of</strong>loraFigure 5 | Bacterial vag<strong>in</strong>osis. The vag<strong>in</strong>al microenvironment can affect <strong>transmission</strong> <strong>of</strong> HIV. In most healthy women, <strong>the</strong> vag<strong>in</strong>almicr<strong>of</strong>lora comprises large quantities <strong>of</strong> a limited number <strong>of</strong> lactobacilli species. For reasons that are as-yet-unknown, dynamicchanges <strong>in</strong> <strong>the</strong> vag<strong>in</strong>al micr<strong>of</strong>lora can reduce <strong>the</strong> number <strong>of</strong> lactobacilli and stimulate <strong>the</strong> growth <strong>of</strong> several species <strong>of</strong> anaerobicbacteria. As <strong>the</strong>se organisms grow, <strong>the</strong> pH <strong>of</strong> <strong>the</strong> vag<strong>in</strong>a <strong>in</strong>creases, and a watery malodorous discharge develops. These changes,toge<strong>the</strong>r with detection <strong>of</strong> anaerobic bacteria that are attached to desquamated vag<strong>in</strong>al epi<strong>the</strong>lial cells (known as clue cells),characterize bacterial vag<strong>in</strong>osis.LANGERHANS CELLSDendritic, antigen-present<strong>in</strong>gcells that conta<strong>in</strong> characteristicracquet-shaped granules, knownas Birbeck granules, and whichexpress <strong>the</strong> CD1a antigen.Pr<strong>in</strong>cipally found <strong>in</strong> <strong>the</strong>stratified squamous epi<strong>the</strong>lium.SQUAMOUS EPITHELIUMAn epi<strong>the</strong>lium consist<strong>in</strong>g <strong>of</strong>flattened cells. Can be simple(for example, endo<strong>the</strong>lium) orstratified (for example,epidermis).COLUMNAR EPITHELIUMAn epi<strong>the</strong>lium that is formed <strong>of</strong>a s<strong>in</strong>gle layer <strong>of</strong> cells, which aretaller than <strong>the</strong>y are wide.multi-layer mucosal-epi<strong>the</strong>lial layer, memory T cells,dendritic cells and macrophages. The cells that weremost <strong>of</strong>ten <strong>in</strong>fected were CD4 + T cells immediatelybelow <strong>the</strong> epi<strong>the</strong>lial layer 90 .The ma<strong>in</strong> targets for HIV<strong>transmission</strong> might be mucosal lymphocytes that arerendered accessible by breakdown <strong>in</strong> <strong>the</strong> mucosal<strong>in</strong>tegrity, or transepi<strong>the</strong>lial migration <strong>of</strong> LANGERHANSCELLS,which are present on <strong>the</strong> surface 91 . STD pathogenstarget ei<strong>the</strong>r <strong>the</strong> SQUAMOUS EPITHELIUM (for example, HSV)or <strong>the</strong> COLUMNAR EPITHELIUM (for example, C. trachomatisand N. gonorrhoeae). The agents that cause ulcersusually do so by necrosis <strong>of</strong> epi<strong>the</strong>lial cells, which wouldexpose subepi<strong>the</strong>lial cell types to HIV-<strong>in</strong>fected genitalfluids. Both ulcerative and non-ulcerative <strong>diseases</strong> leadto cellular <strong>in</strong>filtration to <strong>the</strong> site <strong>of</strong> <strong>in</strong>fection, also<strong>in</strong>creas<strong>in</strong>g <strong>the</strong> potential target cells for HIV <strong>in</strong>fection 36,74 .Immune changes. Even <strong>in</strong> a healthy genital tract, ahigher proportion <strong>of</strong> T cells from <strong>the</strong> genital tractexpress <strong>the</strong> HIV co-receptor CCR5 than do T cells <strong>in</strong> <strong>the</strong>blood, which could facilitate <strong>transmission</strong> 92 .Pattersonet al. found that cervical CCR5 expression was <strong>in</strong>creased<strong>in</strong> women with STDs 93 .Syphilis was found to <strong>in</strong>creaseexpression <strong>of</strong> CCR5 <strong>in</strong> macrophages 94 . H. ducreyi<strong>in</strong>fection <strong>in</strong>creases T-cell activation, which can lead toenhanced <strong>in</strong>fection 95,96 . CD4 lymphocytes are also<strong>in</strong>creased <strong>in</strong> endocervical specimens from women withSTDs compared with control subjects 97 .Effects on <strong>the</strong> genital tract microenvironment. Thevag<strong>in</strong>al and penile microenvironment can affect <strong>the</strong><strong>transmission</strong> <strong>of</strong> HIV. The vag<strong>in</strong>al micr<strong>of</strong>lora <strong>of</strong> womenliv<strong>in</strong>g <strong>in</strong> <strong>the</strong> United States and western Europe hasbeen extensively studied. Most women harbour largequantities <strong>of</strong> a limited number <strong>of</strong> lactobacilli species.In vitro, <strong>the</strong>se lactobacilli can produce hydrogen peroxide74 .For reasons that are poorly understood,dynamic changes <strong>in</strong> <strong>the</strong> vag<strong>in</strong>al micr<strong>of</strong>lora lead to areduction <strong>of</strong> lactobacilli with <strong>in</strong>tense growth <strong>of</strong> severalspecies <strong>of</strong> anaerobic bacteria. As <strong>the</strong>se organisms grow,<strong>the</strong> pH <strong>of</strong> <strong>the</strong> vag<strong>in</strong>a <strong>in</strong>creases, and a watery malodorousdischarge develops. These changes, toge<strong>the</strong>r withdetection <strong>of</strong> anaerobic bacteria that are attached todesquamated vag<strong>in</strong>al epi<strong>the</strong>lial cells (known as cluecells), characterize BV 74 (FIG. 5).BV is relevant to HIV<strong>transmission</strong> for two reasons. First, several studies <strong>in</strong>dicatethat <strong>the</strong> risk <strong>of</strong> HIV acquisition is <strong>in</strong>creased <strong>in</strong>women with BV 98,99 .Second, hydrogen peroxide that isproduced by lactobacilli can <strong>in</strong>terfere with <strong>the</strong> growth<strong>of</strong> HIV, at least <strong>in</strong> vitro 100 .Unfortunately, BV is difficultto treat, especially <strong>in</strong> develop<strong>in</strong>g countries 101 .Indeed, many studies from Africa have shown that BVmicr<strong>of</strong>lora is <strong>of</strong>ten recovered from o<strong>the</strong>rwise healthystudy subjects 101 , and that such micr<strong>of</strong>lora cannot bereadily eradicated with antibiotic agents.Circumcision has a dramatic effect on <strong>the</strong> biology<strong>of</strong> <strong>the</strong> penis. In <strong>the</strong> uncircumcised man, <strong>the</strong> foresk<strong>in</strong>that covers <strong>the</strong> glans meets <strong>the</strong> penile shaft at <strong>the</strong>frenum. Genital ulcers that are caused by STDsdevelop on <strong>the</strong> glans and especially <strong>in</strong> <strong>the</strong> area <strong>of</strong> <strong>the</strong>frenum, and <strong>in</strong>flammation would be expected to<strong>in</strong>crease <strong>the</strong> number <strong>of</strong> receptive cells. The mucosalside <strong>of</strong> <strong>the</strong> foresk<strong>in</strong> is rich <strong>in</strong> CD4 + T cells,macrophages and Langerhans cells 102 , and is moresusceptible to HIV <strong>in</strong>fection than <strong>the</strong> external penilesk<strong>in</strong>. Circumcision has been found to be associatedwith reduced rates <strong>of</strong> HIV acquisition 103,104 .STDs, HIV and community-based studiesGiven <strong>the</strong> importance <strong>of</strong> STDs <strong>in</strong> HIV <strong>transmission</strong>,several community-based studies have attempted toshed light on this relationship, and to develop valuableand productive <strong>in</strong>terventions.The four cities study. This detailed study by European<strong>in</strong>vestigators compared STDs, sexual behaviour andmany o<strong>the</strong>r variables <strong>in</strong> four cities <strong>in</strong> Africa — two witha high prevalence <strong>of</strong> HIV (Kisumu <strong>in</strong> Kenya and Ndola<strong>in</strong> Zambia) and two where HIV represents a moremodest problem (Cotonou <strong>in</strong> Ben<strong>in</strong> and Yaounde <strong>in</strong>Cameroon) 105 .Although this was an observationalstudy, <strong>the</strong> results <strong>in</strong>dicated that differences <strong>in</strong> biologicalrisk were more likely to account for different rates <strong>of</strong>HIV prevalence than were differences <strong>in</strong> sexualNATURE REVIEWS | MICROBIOLOGY VOLUME 2 | JANUARY 2004 | 39