herl -drug interactions

20
900112 f m'tners nn PH/\RMACOLOGY REVIEvlrAKrrsft oublished: 30 Aorll 2012 doi: 10.3389/fohar2012.00069 herl -drug interactions Prus S. Fasinul , Patrick J. Bo,uic2,3 ancl Eernd Rosenkranzl * 1 Divisi<tn of Pharmacology, Faculty of Health Sciences, University of Stellenbosch, CapeTown, South Afrtca ' Division of Medical Microbiology, Faculty of Health Sciences, Universitv of Stellenbosch, CapeTown, South Africa s Syneta Life Sciences, Montague Garden:;, CapeTown, South Africa Edited by: Javed (i. ljhaikh, Cardiff Research Consortium: A CAPITA Group Ptc Company,'lndia Revieured by: Sirajudheen Anwar, University of Messina, ltaly [)omenic<> Criscuolo, Genovax, ltaly floge r \/e rbee ck, U n ive rsit6 Catholique de Louvain, Belgium *Conespondence: Ilernd llosenkranz, Division of P ha rmztcclogy, D epa rtment of M edi ci n e, U n ivers itv of Ste I I e n bosch, PO Box 19063, Tygerberg, Cape Town 7505, Siouth Africa e-ma i | : rose n kra nz@ su n a c. za INTRODUCTION llhere is; increasing consumptions ,c1'medicinal Lrerbs and herbal products globaliy, cutting acloss r;ocial and racial classes, as it is obs,elved bodr in developing and devr:lopecl countr:ies (Chcrrg ct al., .1002; Ilorlt'k.'r, 2007; tr4 itra, 200 7). .Medicinal plants were the rnajor agents for primary health care for many centuries before the aclvent of rnodern medicine (liLLeci;r et al., J.006). 'Iheir use howerrer declined in most develoPed western countries during the larst century's industrialization ancL urbanization (t )gbo Lrr ia et al., 2(l0B). In the past two deca<les however a new resurgence in medicinal plants consumption was observerl. According to the \MHO, about 70Vo of the world poprilatinn currre:ntly uses medic- inal h,:rbs as cornplementary or altelnative mr:dicine (\\rii1s ct al., 2000). It is estirnated that over 40o/o of the adultAinerican popula- tion corLsume herbal products for one rnedical reason r:r the other IJS also reveals that the consumpti,)n lla[tern of tradjtiona] med- ications has no significant gender or social difference ( h.essler eL al., J,001 ) , Consumption rate has also been particulariy exponential in Despite [he lack of sufficient information on the safety of herbal products, their use as alternative and/or conlplementary medicine is gk:bally popular.There is also an increasing interest in medicinal herbs as precursor for pharnracological actives. Of serious concern is the cr:ncurrent consumption of herbal products and conventional drugs. Herb-drug inter- ;rc;tion (HDl) is the single most irnportant clinicirl consequence of this practice. Using a structured assessrnent procedure, the evidence of HDI presents with varying degree of r:linical significanc;e. While the poterntial for HDI for a number of herbal products is inferred fronr norr-hurnan studies, certain HDls are well established through human studies and documentr:d case reports. Various mechanisms of pharmacokinetic HDI have been iden- tified and include the alteration in the gastrointestinal functions with consequent effects on clrug absorption; induction and inhibition of metabolic enzymes and transport proteins; irnd alteratior't of renal excretion ol'drugs and their metabolites. Due to the intrinsic phar- rnac:ologic prr:perties of phytochemicals, pharmacodynamic HDls are also known to occur. The elfectsr could be synergistic, additive, and/or antagonistic. Poor reporting on the part of pati13nts arrd l,he inability to promptly identify H Dl by health providers are identif ied as major factors limiting the extensive compilation of clinically relevant HDls. A general overview irnd the signil'icance of pharmacokinetic and pharmacodynamic HDI are provided, detalling basic mechanisrn, and nature of evidence available. An increased level of awareness of HDI is necessary among health professionals and drug discovery scientists. With the increasing r'runrber of plant-sourced pharmacological actives, the potential for HDI should always be irrise{:;sed in the non-clinical safety assessrrent phase of drug development process. More r:linically relevant research is also required in this area as current information on HDI is insufficient for clini<;al aoolications. l(eyrarordE Herrts.drug interaction, traditional medicine, phytochemicals, transport proteins. cytochrome P450 9@)0),Austra1ia(IierrsriltssaLrc.ta1.,2()()4),aswell as Europe where the highest sales of herbal products have been reported in Germany and France ((ia1,as.so ct a1., 2003). In Afiica, there is continuous addition to the list of medicinal herbs while consumption rate is also increasing. Between 60 and 85% native Afiir:ans use herbal medicine usually in combination (\,'an \\'1'k ct al,, 2009). The indications for herbal rernedies are diverse as they are employed in the treatment of a wide range of diseases (Ernst, 2005). Studies have shown that 670/o of women use herbs for perimenopausal symptoms, 45% use it in pregnancy, and more than 45o/o parents give herbal medications to their children for various meclical conditions (Emsr, 2004). Regulations in most countries do not require the demonstration of therapeutic effi- cacy, safety, or quality on the part of herbal remedies as most of them are promoted as natural and harmless (Ilomsl' et al.. 2004; ItorLficrlge, 1008). It is pertinent however, that herbs are not free from side effects as some have been shown to be toxic (I)c;ciga- Recent study has shown www.lf rontiersinr.org Aptil2Ol2lVolume 3 lArticle 69 | 1

Transcript of herl -drug interactions

900112f m'tners nnPH/\RMACOLOGY

REVIEvlrAKrrsftoublished: 30 Aorll 2012

doi: 10.3389/fohar2012.00069

herl -drug interactionsPrus S. Fasinul , Patrick J. Bo,uic2,3 ancl Eernd Rosenkranzl *1 Divisi<tn of Pharmacology, Faculty of Health Sciences, University of Stellenbosch, CapeTown, South Afrtca

' Division of Medical Microbiology, Faculty of Health Sciences, Universitv of Stellenbosch, CapeTown, South Africas Syneta Life Sciences, Montague Garden:;, CapeTown, South Africa

Edited by:Javed (i. ljhaikh, Cardiff Research

Consortium: A CAPITA Group Ptc

Company,'lndia

Revieured by:Sirajudheen Anwar, University ofMessina, ltaly[)omenic<> Criscuolo, Genovax, ltalyfloge r \/e rbee ck, U n ive rsit6Catholique de Louvain, Belgium

*Conespondence:

Ilernd llosenkranz, Division ofP ha rmztcclogy, D epa rtment ofM edi ci n e, U n ivers itv of Ste I I e n bosch,PO Box 19063, Tygerberg, Cape Town

7505, Siouth Africae-ma i | : rose n kra nz@ su n a c. za

INTRODUCTIONllhere is; increasing consumptions ,c1'medicinal Lrerbs and herbalproducts globaliy, cutting acloss r;ocial and racial classes, as itis obs,elved bodr in developing and devr:lopecl countr:ies (Chcrrg

ct al., .1002; Ilorlt'k.'r, 2007; tr4 itra, 200 7). .Medicinal plants were thernajor agents for primary health care for many centuries beforethe aclvent of rnodern medicine (liLLeci;r et al., J.006). 'Iheir use

howerrer declined in most develoPed western countries duringthe larst century's industrialization ancL urbanization (t )gbo Lrr ia

et al., 2(l0B). In the past two deca<les however a new resurgencein medicinal plants consumption was observerl. According to the\MHO, about 70Vo of the world poprilatinn currre:ntly uses medic-inal h,:rbs as cornplementary or altelnative mr:dicine (\\rii1s ct al.,

2000). It is estirnated that over 40o/o of the adultAinerican popula-tion corLsume herbal products for one rnedical reason r:r the other

IJS also reveals that the consumpti,)n lla[tern of tradjtiona] med-ications has no significant gender or social difference ( h.essler eL al.,

J,001 ) , Consumption rate has also been particulariy exponential in

Despite [he lack of sufficient information on the safety of herbal products, their use as

alternative and/or conlplementary medicine is gk:bally popular.There is also an increasinginterest in medicinal herbs as precursor for pharnracological actives. Of serious concern is

the cr:ncurrent consumption of herbal products and conventional drugs. Herb-drug inter-;rc;tion (HDl) is the single most irnportant clinicirl consequence of this practice. Using a

structured assessrnent procedure, the evidence of HDI presents with varying degree ofr:linical significanc;e. While the poterntial for HDI for a number of herbal products is inferredfronr norr-hurnan studies, certain HDls are well established through human studies and

documentr:d case reports. Various mechanisms of pharmacokinetic HDI have been iden-tified and include the alteration in the gastrointestinal functions with consequent effectson clrug absorption; induction and inhibition of metabolic enzymes and transport proteins;irnd alteratior't of renal excretion ol'drugs and their metabolites. Due to the intrinsic phar-

rnac:ologic prr:perties of phytochemicals, pharmacodynamic HDls are also known to occur.The elfectsr could be synergistic, additive, and/or antagonistic. Poor reporting on the part ofpati13nts arrd l,he inability to promptly identify H Dl by health providers are identif ied as majorfactors limiting the extensive compilation of clinically relevant HDls. A general overviewirnd the signil'icance of pharmacokinetic and pharmacodynamic HDI are provided, detallingbasic mechanisrn, and nature of evidence available. An increased level of awareness of HDI

is necessary among health professionals and drug discovery scientists. With the increasingr'runrber of plant-sourced pharmacological actives, the potential for HDI should always be

irrise{:;sed in the non-clinical safety assessrrent phase of drug development process. Morer:linically relevant research is also required in this area as current information on HDI isinsufficient for clini<;al aoolications.

l(eyrarordE Herrts.drug interaction, traditional medicine, phytochemicals, transport proteins. cytochrome P450

9@)0),Austra1ia(IierrsriltssaLrc.ta1.,2()()4),aswellas Europe where the highest sales of herbal products have been

reported in Germany and France ((ia1,as.so ct a1., 2003). In Afiica,there is continuous addition to the list of medicinal herbs whileconsumption rate is also increasing. Between 60 and 85% nativeAfiir:ans use herbal medicine usually in combination (\,'an \\'1'kct al,, 2009).

The indications for herbal rernedies are diverse as they are

employed in the treatment of a wide range of diseases (Ernst,

2005). Studies have shown that 670/o of women use herbs forperimenopausal symptoms, 45% use it in pregnancy, and morethan 45o/o parents give herbal medications to their children forvarious meclical conditions (Emsr, 2004). Regulations in mostcountries do not require the demonstration of therapeutic effi-cacy, safety, or quality on the part of herbal remedies as most ofthem are promoted as natural and harmless (Ilomsl' et al.. 2004;

ItorLficrlge, 1008). It is pertinent however, that herbs are not free

from side effects as some have been shown to be toxic (I)c;ciga-

Recent study has shown

www.lf rontiersinr.org Aptil2Ol2lVolume 3 lArticle 69 | 1

Fasinu et al Herb-drug in teractions

habitual pattern of concomitant consumption of herbal and pre-scription medication. Ka rLfiran e t a1. ( 2002 ) reported that 14-160/o

of American adult population consume herbal supplements oftenconcomitantly with prescribed medications . Nso, 49.4o/o of Israeliconsumers of herbal remedies use them with prescription drugs(Giveon ct al , 200-1). This is significant bearing in mind that less

lhan 40o/o of patients disclose their herbal supplement usage totheir health care providers coupled with the fact that many physi-cians are unaware of the potential risks of herb-drug interactions(HDI; Iic'pser et al, 2000).

HDI is one of the most important clinical concerns in theconcomitant consumption of herbs and prescription drugs. Thenecessity of polypharmacy in the management of most diseases

further increases the risk of HDI in patients. The ability ofintestinal and hepatic CYP to metabolize numerous structurallyunrelated compounds, apart from being responsible for the poororal bioavailability of numerous drugs is responsible for the largenumber of documented drug--drug and drug-food interactions(Quintieri et al., 2008). This is more so, considering that oral drugdelivery is the most employed in the management of most disease

conditions in which case, drug interaction alters both bioavailabil-ity and pharmacokinetic disposition of the drug. This alterationand the resulting poor control of plasma drug concentrationswould particularly be of concern for drugs that have a narrowtherapeutic window or a precipitous dose-effect profile (Aungst,2000; i/c'rucca . 20tJ6). The risk of pharmacokinetic drug interac-tion poses two major extremity challenges - pharmacotoxicity andtreatment failure. The former can result from the inhibition of themetabolic enzymes responsible for the metabolism and clearance

of the drugs while the latter may be the consequence of enzymaticinduction leading to faster drug metabolism. This is in additionto the intrinsic pharmacodynamic actions of the herbal productsthemselves which may include potentiating, additive, antagonism,or neutralization effects.

Until recently, HDIwas often unsuspected byphysicians for sev-

eral reasons. Most trained physicians lack adequate knowledge onherbal drugs and their potentials for drug interactions (Clc.rllertet aJ.,2.005; Oz-cakir et a1.,2007; [rakcye arrcl Olr,'enrar1u,200ti);herbal products also vary considerably in compositions dependingon the source and package (l,iang ct al., 2004; Sousa ct al., 20 1 I );most patients do not consider it necessary to disclose their hel6iiconsumptions to physicians who themselves hardly inquire such(Ca.s.si.1v,2003; Hou,ell et al.,20f)a); Chao et al.,l00B;Kenned,v et al.,2008). Further challenges with herbal medications include scien-tific misidentification, product contamination and adulteration,mislabeling, active ingredient instability, variability in collectionprocedures, and failure ofdisclosure on the part ofpatients (RoLLl-

lata and Nace, 2000). A fairly recent systematic review by Izr,a

and l-lrnst i2009) on the interactions between medicinal herbs andprescribed medications provide some more details on these.

Herbal products are made of complex mixture of phar-macologically active phytochemicals (Lloli and Chau, 2006),most of which are secondary metabolites generated throughthe shikimate, acetate--malonate, and acetate-mevalonate path-ways. These constituents include phenolics (such as tannins,lignins, quinolones, and salicylates), phenolic glycosides (such as

flavonoids, cyanogens, and glucosinolates), terpenoids (such as

sesquiterpenes, steroids, carotenoids, saponins, and iridoids), alka-loids, peptides, polysaccharides (such as gums and mucitages),resins, and essential oils whichr often contain some of the afore-mentioned clasr;es of pliytochemicals (\\tills et al., 200(); \\'anget irl., 2008). This complexity increases the risk of clinicaI dru13

interactions.

AIM, SEAH|CFI STIIATEGY. AIIID SELECTION CRITERIAThe current reviert' v,'as therefore aimed at providing an ovt.rviewof kr.rown and recently leported HDI rvith intelest in the evi-dence available and the mechanism thereof. The revierv was

systematically con,Cucted by searching the databases of JMED-LINE, PUBMED, IlMBASll, arrd COCHI{AINE libraries fbr orig-inal resealches, arrd case reports on HDI using the fc,llowinllsearch terms or combinzrtions thereof: "drug-herb," "hertrdrug,""interactiorr," "c).tc,chtortre P4 50," "plant," "ext1act," "medi ci nal,""con comita nt aclrrinis tration," "herbal and orth odox medi<;ir-res. "Relevant search terms were ernployed to accommodate the vari-ous individual mediiciual h elbs ernployed in Africa, America, Asia,Europe, and Aui;trerlia. T.he rep,e11gfl interactions and their mech-anisms, wilh orthodox rnedications rvere searched and collated.Searches were not Lirnited by date or place ofpublications but ro

publications availarle in E,nglish larrguage.

RESULTS

CLINICAL PHIESENTATION OF HERB-DRUG INTERACTIONS

Clinical presentations of I-{DI varywidely depending on the herbsand the drugs r;oncerned, Typical clinical presentation ol HDIinclude the potentiation of the effects of oral corticosteroids in thepreserlce of liquorir:e (Glycyryll.i2a tloltrot ; I)oten-tiation ofu,arfalin effects withr resultant ,r.:sen.e

of garlic (Allium sa;tiyum.; Ilorrelli et rrl , 2007), dong quai (,Angel-

ica sinensis; Nrrtcscr,r et al., 2L)06), or danshen (Salyiamiltiorrhiza;Cban, 2001 ); decreased blood levels of nevirapine, amitrlprtyline,nifedipine, statins, digoxirr, ttreophylline, cyclosporine, rnjdazo-lam, and steroids iin patients concurrently consuming St Iohn'{rwort (SlW; Hypericum perforatum; Dc N1aar ot al.,2001; llr:nclcr..son et al.,2()0?; Johne irt aI..20()2; \,lirnnel,2004; tionelli andIz,zo, Z0(\9), decreased olal bioavailability of prednisolone in thepresence of the Chinese herbal product xiao-chai-hu tang (sho-saiko-to ; F u g1 r - B e r m an, 2 0 0 0 ) ; ginseng (Pan ax gin s en g) - :induceclmania in patients on a:ntidepressants (L,ngclborg ct al., -i001);

nation of neuroleptic drug,ls with betel t:ut (Areca catechu:; f[u.a"nt\

t:t al ,1.003; Coppola ancJ \4orrdola,2012); increased blood pres-sure induced by tricyclic antidepressant-yohimbe (Pausi.nrystalia

yohimbe) combination ('I increased phenytoinclearance and frequent i6zur,:s when combined with Alrrrcvedir:syrup shanl<hapusl rg other:clinical manifestati, I on themechanism of HDl..

EVIDENCE-BASED HDI STUDIES IIND CLINIGAT RELEVANCE

Herb-drug interactions lLave been reported through variorrs studl'techniques. While these reports usually give evidence of po1:entialinteractionr;, the level of evidence varies often failing to predictthe magnitude or ,sljnical sigrLificance of such H[DI. Apart fronL

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f:asinu et al Herb-drug interactions

the sprecific limitations attributable to study methods employed,major draw-back in deducting relevant conclusions from reportedIHDI include misidentification and poor characterization of spec-imen, presence and nature of aduherants (some of which may beallerg,:ns), ynliations in study methodologies irncluding extractionprocedures, source location of herbs involved, seasonal variationin thr: phltochemical composition of herbal naterials, under-reportirrg and genetic factors involved in drug abr;orption, metab-olism, and dynamics. Thble 1 provides some limitations of thestudy rnethods.

Recently, structured assessment procedures are emerging in anattempt to provide levels of evidence for drug interactions. Inaddition to evidence ofinteraction, such assessment take into con-siderati,on clinical relevance ofthe potential adrrerse event resultingfrom the interaction, the modification- and patient-specific riskfactots, and disease conditions for which the interaction is impor-tant. ' deve.loped a system of hierarchicalevideirce-based structured assessment p.oi.,Jrr" of drug-druginteraction. This can be applicable to I{DI. This method particu-larly aLllows the extraction of HDIs that have been well establishedand t.hose that are merely inferred from certain phytochemicalchara,cteristics. A modified form of this method as presented inTable 2 is applied in this paper to provide the nature and level ofe-vidence for the HDIs mentioned.

MECHANISMS OF HERB-DRUG INTERACTIONS

The c,verlapping substrate specificity in the b,iotrans:formationalpathvrays of the physiologic systems is seen as the major reason fordrug-.drug, food-drug, and HDI (tr lalchctti et a1., 2007). The abil-ity of different chemical moieties to interact witth receptor sites andalter physiological environment can explain pharmacodynamicdrug interactions while pharmacokinetic interactions arise fromaltered absorption, interference in distribution pattern as well as

chang;esr and competition in the metabolic and excretorypathways

he major underlying mechanism of pharmacoki-drug-drug interaction, is either the induction or

inhibitipn of intestinal and hepatic metabolic enzymes particu-larly th4 CYP enzyme family, Additionally, similar effect on drugtranspofters and efflux proteins particularlythe p-glycoproteins inthe inteFtines is responsible in most other cases (N4eijerman et a[.,

2006; N<rwacli, 2008; Frrrkas et a1., 20I0). The pre-systemic activ-ity of CVP and efflux proteins often influence oral bioavailability,thus the modulating activity of co-administered herbal productshas been shown to result in pronounced reduction or increase inthe blogd levels of the affected drugs

Poteftial for in yivo drug interact d fromin vitro'istudies with liver enzymes. The correlation of in uitroresults lvith in viyo behavior has yielded reliable results in cer-

tain casps

or cllnlcal!

'Iucker,.20

Camcnisclwill be been in subsequent sections, were initially demonstratedthroug\ in vitro studies.

ducts with hepatic enzymes can

effects (r,an den llout-van dcnrn et al., 2009; r\sdaq and Inam-Kim et at., 2010a.) Specific liver

injury ipducible by phytochemical agents includes elevation ine andr fail-et a.1..

2002), l]iver cirrhosis (Lewis et al., 2006), fibrosis (Chirturi nnd

Farrell,12000), cholestasis (Chitturi and Farrc'll, 2008), zonal ordiffusivb hepatic necrosis (Savvitlou et al., 2007), and steato-sis (\\'ang et al., 2009). Mechanism of liver injury may includebioactivation of CYR oxidative stress, mitochondrial injury, andapoptosis (Crrllen, 2005).

Table 'l I Gomparison of study methods available llor HDl.

Report/$tudymethod Comments Advantages Limitations to clinical inferences

in vltro studies

/n vlvo studies

Case reprorts

lluman situdies

Deliberate investigations employing

metabolic enzymes, tissues, or

organs, e.9., CYP-transfer;terj cell

lines, hepatic subcellular fractions,

liver slices, intestinal tissues

lnvolves metabolic studies irr

mammals

Patients diagnosr.'d after history

taking, from HDI

Involves the use of human subjects

Provide information on potential

HDl, easy to perform, good for high

throughput screenings; Compared

1o in vivo animal studies, results are

closer to human if human

liver.based technologies are

emproyeo

Concentration and bioavailability of

active components are taken into

consideration

ldeal in providing information on HDI

The ideal study, providing directly

extrapolative data on interactions

Variations in experimental vs clinical concen-

trations; olh'et in vivo phenomena iike protein

binding and bioavailability are not accounted

for; poor reproducibility of results; poor corre-

lation to clinical situation

Results are often difficult to interpret due to

species variation; use of disproportionate and

non-physiologic dosages

Hardly discovered by physicians; infrequent

with poor statistical values in relation to each

medicinal herbs; under-reporting

Expensive; too stringent ethical considera-

tions; most subjects are healthy leaving out

the effects of pathologies on drug metabo-

lism; genetic variation in enzyme activity; poor

representative population

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Fasinu et al Herb-drug interitctions

Table 2 | Ouality of HDI evidence for clinical risk assessment.

Level Description of evidence

2

3

A

Published theoretical proof or expert opinion on the possibility of HDI due to certain factors including the presence of known Inreraclngphytochemicals in the herbs, structure activity relationshib

Pharmacodynamic and/or pharmacokinetic animal studieS; in vltro studies with a limited predictive value for human ln viyo situation

Well documented, published case reports with the absen'ce of other explaining factors

Controlled, published interaction studies in patients or heblthy volunteers with surrogate or r:linically relevant endpoint

Induction and inhibition of netabolic enzymes

The CYP superfamily is generally involved in oxidative, pdroxida-tive, and reductive biotransformation ofxenobiotics and €ndoge-nous compoundsis conventionallynucleotide sequence homology (Fasinu et al., 2012). Tdere is ahigh degree of substrate specificity among the various families.CYP belonging to the families l, 2, and 3 are principally irrvolvedin xenobiotic metabolism while others play a major rolb in theformation and elimination of endogenorr, .o-poorrdslsuch as

hormones, bile acids, and fatty acids (Norlin ancl Wikvall, 2007;

Amachel, 2010), The most important CYP subfamilies fespon-sible for drug metabolism in humans are lA2, 2A6,2C9,2C19,2D6,281,3A4, and 3A5 (Ono et al.. 1996; \fang and Chcru,

201 0).CYPIA1 and 1A2 are the two major members of thelhuman

CYPIA subfamily. CYP lAl is mainly expressed in extralhepatictissues such as the kidney, the intestines, and the lungs whileCYP 1A2 constitutes about 150/o of total hepatic CYP (Vtaltignon i

et al., 2006). CYP2B6 is involved in drug metabolism while mostother members of the CYP2B subfamily play less significarit meta-bolic roles (Paveli and Dvorak, 2003). The subfamily Zb is thesecond most abundant CYP after 34' representin g over 20d/o of thetotal CYP present in the human liver. It comprises threb activemembers: 2C8, 2C9, and 2Cl9 all of which are also ihvolvedin the metabolism of some endogenous cotrrpounds includingretinol and retinoic acid (Lc'u'is, 2004). Few clinically relevantdrugs including paracetamol, chlorzoxazone, and enflurane are

metabolized by CYP2El, the most active of the 2E subfamilyCYP3A subfamily constitutes oier 40o/o

of the total CYP in the human body (although the levels mayvary 4O-fold among individuals) with CYP3A4 being tlie mostabundant of all isoforms higtrly expressed in the liver hnd theintestines and participates in the metabolisrn of about'half ofdrugs in use today (Irereusoi.r and 'I1'ndale, 2011; Singh et al.,201 1). The specificity and selectivity of substrates and inhibitorsfor these enzymes are particularly useful in pharmacokinetic andtoxicological studies.

Induction is the increase in intestinal and hepatic bnzymeactivity as a result of increased mRNA transcription leading toprotein levels higher than normal physiologic values. Wllen thishappens, there is a corresponding increase in the rate of drugmetabolism affecting both the oral bioavailability and the sys-

temic disposition. In the formulation and dosage design'of oralmedications, allowance is often made for pre-systemic rhetabo-Iism in order to achieve predictable systemic bioavailability. Adisruption in this balance can result in significant changes ih blood

concentrations of the drugs. Certain herbal products have beenshown to be capable of inducing CYP. Concomitant administra-tion of enzyme-inducing herbal products and prescription drugscan therefore result in sub-therapeutic plasma levels of ttLe latterwith therapeutic failure as a possible clinical consequence.

Apart from enzyme induction, herbal products can also inhibitenzyme activities. 'Ihe inhibition of CYP and other metabolicenzymes is r-Lsually competitive with instantaneous and inhibitorconcentration-depend.ent effects (Zhang and \t'ong, 2005), Mostinhibitors are also substrates of CYP his phenom-enon alters pharma.cokinetic profile signilicantly.As a result of the suppression of the anticipated pre-systemicintestinal and hepatic metabolism, unusually high plasma levelsof xenobiotics are observed. 'Ioxic manifestation could be theultimate effbct of this observation. An equally clinically innpor-tant consequ.ence of en4mre inhibition is drug accumulatio:n dueto subdued hepatic clearance. These effects will be of parrticu-Iar concerns in drugs with narrow therapeutic window or steepdose-response profiles.

St John's wort is; one of the most widely used herbal antide-pressants It is a

potent rn ,Cura-

tion and route of adminisl,ration, it may induce or inhibit otherCYP isozymes and J?-gp (Roby et al., 2000; Marlcolr'itz er al.,2003b; 'lhnner:glr.11 et al., 200,+; lv{adabushi et a1., 2006). ,Stud-ies from case reports indicate that, due to its inducing effectson CYP3A4, it significantly recluces the plasma levels of CYP3A4substrates irrcludingJ cyclosporine, simvastatin, indinavir, warfarin,amitriptyline, tacro.lirnus, oxycodone, and nevirapine (FIender.sonet al., 2002; ft rhne et al., 2002; Nicminen et al., 20 1 0; Vlachoj annisct al.,20ll). It has also been r:eported that the alteration in theblood serum concelttration of ryclosporine due to SIW has lled toorgan rejection in patients (E,rnst, 2002; Xzlurakami et a1., 2006).Reports of breakthrrrugh blto interaction between SIW antl oral contraceptives have also beendocumented 'llhe group of drugs with the highestpotential for clinicaLlly significant pharmacokinetic drug interac-tion with SfW is the antidepressants as SI\{ itself is consumed bypatients with depression. Its concomitant use with SSRI like ser-traline and paroxetine has been reported to result in symp'tomsof central serotonergic syn<lrome (Rarbenel et al., 2000; Dannarti,2002; Spinella autl Eaton, ?002; Birrres et aI.,2003; Bonetto et al.,2007).Ir has also tleen said to increase the incidence ofhypo-glycemia in patientr; on tolbutamide without apparent alterationin the phar:macokinetic profile of tolbutamide (tr4annel, 200'1).It also inhibits the production of SN-38, an actiirinotecan, in cancer patients.

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Fasinu et al. Herb-drug Interactrons

Arnitriptyline is a substrate to both CYP3A4 and intestinal P-

gp. The risk of therapeutic failure is thus high due to induction ofCYP3A4-dependent metabolism activities resnlting in poor oralbioavailability. In a study by Joh rrc e t ai. (2002), a 2106 decrease inthe areeL under the plasma concentration-tirne curve of amitripty-line u'a:; observed in l2 depressed patierrts who were co ncomitantlyadministered with extracts of SfW and amitriptyline lior 2 weeks.

Other CYP and P-gp substrates whose pharrnacokinetic pro-file h,ave been reportedly altered by SIW inc.luclLe anticoagulantslike phr:nprocoumon and warfarin; antihistarnines like fexofena-dine; arLtiretroviral drugs including protease inhibitorr; and reversetransr:riptase inhibitors; hypoglycemic agents such as tolbutamide;immunosuppressants like cyclosporine, tacrolimus, and mycophe-nolic acid; anticon"'ulsants snch as carbamazep,ine; anti-cancerlikeirinotecan; bronchodilators like theophl,lline; antitussive like dex-tromr:thorphan; cardiovascular drugs like statins, digoxin, anddihydropyridine calcium channel blocJ<ers; oral contraceptives;opiat,:s like methadone and loperarrride; arrd benz:odiazepines

inclu,:ling alprazolam and midazolam. (GleesorL et a1., 2001; Dict al., 2008; Iloio ct al , 2011). Following a single dose adminis-tration of 300 mg standardized extracts of S;JW containing 5%

hypelfcrrin in humans, a rnaxirrLum plasrn'a r:oncentration of0.17-0.5 pM hyperforin yielding a [1]/Ki >.(t.22, in ilvo extrap-olaticrn suggests a high possibility of in yilo pharmacokineticdrug interaction (Aglosi et al., 2000). lJrav eL rl. (,1002) con-firmed through animal studies that SJV/ moclulates various CYP

enzymes. I)rcsser et a1 (2007) dernonstrated that SIM is capable

ofinducing CYP3A4 in healthy subjects through the observationof in,:reased urinary clearance of midazolarrr" Thus animal andhuman studies further confirm SJW as contairring both inhibitoryand irnilucing constituents on various CYP isorzyrnes. llhese effects

may rlepend on dosage and duration of administration, and mayalso be species- and tissue-specific. M4rile the i:ndividual phyto-chemical constituents of SJW hav: eli,;ited varying effects on themetabolic activity of the CYP isozymes, whole extracl.s and majorconstituents especially hlperforin have been reported to inhibitthe nre tabolic activities of CYP 1 42, zc\;t, 2C,19, 2D 6, and 3 A4 viain yil:rc, sludies and in yi"to stu.di.e:s (l,ec et aJ., ,2006; NlaclabLrshi

ct al., 2006; Hokkancn r:t aL., 201l).Gtintkgo biloba have been reported to induce CYP 2C19-

depe:rd.ent omeprazole metabolism in healthy hurnan subjects(Yin t:t al., 2004). l']iscitelli ct al. ( 2002 ) in a garl ic- saqu inavir inter-actiorr study reported 51olo decrease in saquinavir oral bioavail-ability,caused by the presence ofgarlic and attributable to garlic-indur:e,l CYP3A4 induction. Its elTects on the warfarin pharma-cokinrel.ic has also been reported in animal models ('ta[<i et al.,

20t2"t.

Althou.gh grapefruit juice is not consumed f<rr medicinal pur-poses;, the discovery of the inhitritory activity of its flavonoidconte:nls on CYP has led to further researches; in medicinal herbswhich have revealed HDI potentials in flavonoid-r:ontaining herbalremedies (Choi and Bur'rn, 200rj; Palonrlro, 2(X)6; Pain,e et al., 11008;

QrLinrir:ri ct al., 200tt; Ahrarcz er al., 2(l | ()). A rdaled CYP inhibitoris roterLone. By interfering with the el:ctron transfer of the hemeiron, rotenone, a naturally occurrirng ph'ftochemical found in sev-

eral pleLnts such as the jicama vine planl. is Lnown to inhibit CYP

activity (iiandersoLr et al , 2004). Resveratrol, a natural polymer,

and tryptophan, an amino acid have been documented as potentCYP inhibitors (l{xnnug et a1., 2006). Some herbal medicationsand their phytochernical constituents capable of interacting withCYP are presented in Table 3. A more detailed involvement of CYP

in HDI is detailed in some recently published reviews (T)elgocla

ancl \'\restlal<e, 2004; Pd, and N'litra, 2006; Corclia ancl Stecnl<anrp,

l0l 1; Liu d al,,20Lt).Phase II metabolic enzymes including uridine diphosphoglu-

curonosyl transferase (UGT), N-acetyl transferase (NAT), glu-tathione S-transfelase (GST), and sulfotransferase (ST) catalyze

the attachment of polar and ionizable groups to phase I metabo-Iites aiding their elimination. While cytochrome P450-mediatedHDI have been extensively investigated in various studies, theeffects ofherbal extracts on phase II enzymes have not been ade-

quately studied. However, there is sufficient evidence in literatureto suggest the potentials of phase II enzymes to induce clinicallysignificant HDI.

In a study carried out in rat models by lihen,clta ct al. (2002),

extracts of hypoglycemic herbs, Qtmbopogon proximus, Zygophyl-Ium. coccineum, and Lupinus albus redtcedthe activity of GST andGSH. Curcumin, from Curcuma longa, anherbal antioxidant withanti-inflammatory and antitumor properties increased the activ-ity of GST and quinone reductase in the ddY mice liver (lc1bai

et al., 200-i). Valerian, an herbal sleeping aid has also demon-strated the potential of inducing HDI through the inhibition ofUGT. Up to 87o/o of inhibition of UGT activity by valerian extract

was reported in an in rzlfro study utilizing estradiol and morphineas probe substrate (Alkhar11, ancl Ft'1'e, 2007). Kampo, a tradi-tional fapanese medicine made of a mixture of several medicinalherbs has shown inhibitory effects on some phase II enzymes. Inan in vitro study by Nal<agau'ir ct al. (2009), nine out of 5lcom-ponents of kampo medicine elicited more than 50olo inhibitionof IJGT2BT-mediated morphine 3-glucuronidation. In the same

study, extracts of kanzo (Glycyrrhizae radix), daio (Rhei rhizoma),

and keihi (Cinnamomi cortex) elicited more than 80% inhibitionof morphine AZT glucuronidation. This result agrees with Katoh

ct al. (2009) who carried out similar studies on rhei, keihi, ando gon ( S cut ell ar iae ra dix).

Apart frorn the well-known effects on Ginkgo biloba on CYP

enzymes as illustrated earlier, its extracts have demonstratedpotent inhibition of mycophenolic acid glucuronidation inves-tigated in human liver and intestinal microsomes (tr1oh;rmcd and

Irrr.e, ,0 I 0).

) n a study to investigate the influence of 1 8 herbal rernedies onthe activity of human recombinant sulfotransferase 1A1) employ-ing dopamine and ritodrine as substrates, extracts of grape seed,

milk thistle, gymnema, SJW, ginkgo leaf, banaba, rafuma, andpeanut seed coat showed potent inhibition with IC5s values lowerthan putative gastrointestinal concentration (Nagai ct irl., 2009).

Similarly, i\loharncr{ ar.Ld }:rr.e (201 tb) reported the inhibition ofUGTIA4 by green tea derived epigallocatechin gallate; UGT 1A6

and UGTIAg by milk thistle; UG'I 14'6 by saw palmetto; andUGT 1A9 by cranberry. A recent publication presents evidence ofpotential HDI mediated by UGT (ithhamed arcl Fr'1'e, 201 1a).

Certain phytochemicals including coumarin, limettin,auraptene, angelicin, bergamottin, imperatorin, andisopimpinellin have also been reported to be capable of inducing

www:frontiersin.org Ap(\l 2012 | Volume 3 I Article 69 | 5

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hepal:ic GST activities (Klelnc'r et a1., 2008), 'vVhile the clinicalsignilicance of these findings are yet to be determined, it is note-worthy that phase II metabolic enzymes may play significant rolesin HDIs.

lnhibtition and induction of transport and efflux proteinsThe llTP-binding cassette (ABC) family of druLg transporters plays

signilicant roles in the absorption, dir;tribution, and eliminationof drugs. P-gp, the most studied rnember of this family is a 170-

kDa;plasma glycoprotein encoded by the hurman MDRI gene. Itis constitutively expressed in a number of body tissues and con-centrated on the apical epithelial surfaces of the bile canaliculi ofthe liver, the proximal tubules of the kiclneys, the pancreatic duc-tal celk;, the columnar mucosal cells of the smali intestine, colon,and the adrenal glands (Ntalzoliui ct al., 20()4; L)egortel et al,,

2012'.l.It is actively involved in drug absorption and eliminationfrom the intestines the liver; kidneys, and the brain. Specificallythese proteins are involved in the processes of hepatotriliary, directinteslinal, and urinary excretion of dnrgs arrd their metabolites(Szak.{cs er al,, 2008). Thus, the modulation of P-gp, or competi-tive affinity as substrates for its binding sites by co-administeredherbs presents a potential for alteration in tlre pharmacokineticprofiJle of the drug.

Pharmacokinetic interaction occurs when herbal drugs inhibitor decrease the normal activity level of drug trransporters througha cornpetitive or non-competitive mechanism. Interactions can

also ,cccur through the induction of transp()rt proleins via theincrease of the mRNA of the relevant protein. Studies have iden-tified a number of clinically important P-gp inhibitors includingphytochemicals - flavonoids, furanocoumari:ns, reserpine, quini-dine, yohimbine, vincristine, vinblastine among others (Krishnaauci ivlayer',2001; Zhou et a1.,2004; PataLrasethanont et a1.,2007;

hvanaga et a'l.,2010; Eichhorn and F,ilerth,2011; Yu et a1.,201 1).

Bolrel let al. (1994) reported that mobile ionophores such as

valinor.irycin, nonactin, nigericin, monensin, calcimycin, and lasa-

locid i4hibit the efflux of anthracycline by P-gp whereas channel-

forming ionophores such as gramicidin do not (Lalsen et a1.,

2000). A number of herbal products which interactwith CYP also

have sifnilar effects on transport proteins (Table 3). The trans-port pqoteins are actively involved in the pharmacokinetics ofanti-capcer drugs and account for one of the well-known mecha-nisms qf multiple resistance of cancerous cells to chemotherapeu-

tic age4ts (I3ebarvy and S2e,2008; Ilosch,2008; He et a1,,2011).The influence of some herbs on transport proteins is presented inTable t\. Clinically relevant interactions between herbal medicineand chgmotherapeutic agents are detailed in a recent review byl'apet al. (201 0).

zymes andion ofcon-of mecha-

nisms. Changes in the gastrointestinal pH and other biochemicalfactors, can alter dissolution properties and the absorption ofpH-deXrendent drugs such as ketoconazole and itraconazole. Com-plexatign and chelation, leading to the formation of insolublecomple,xes and competition at the sites of absorption especially

icationi significant alteration in the absorption of the latter has

been rgported due to decreased GI transit time (Fugh-llerlnatl,2000).

i

Table 4 | Influence of herbal products on transpon proteins.

Drug transporter Anti-cancer substrates Interacting herbal products Reference

P-glycoprotein

(ABCB-1, MDR-l)

MRP-1 (ABCC-I)

MRP-2 (ABCC-2)

BCRP (ABCG-2,

MXR)

Actinomycin D, daunorubicin, docetaxel,

doxorubicin, etoposide, irinc,tecan, rnitoxantrone,

paclitaxel, teniposide, topotecan, vinblastine,

vincristine, tamoxifen, mitornycin C, tipifarnib,

epirubicin, bisantrene

Etoposide, teniposide, vincristine, virrblastine,

doxorubicin, daunorubicin, epirubicin, idarubicin,

topotecan, irinotec€rn, mitoxantrone, chlorambucil,

methotrexate, mel6rhalan

SN-38G (metabolite of irinol:ecan), methotrexate,

sulfinpyrazone, vinLrlastine

9-Aminocamptothecin, daunorubicin, epirubicin,

etoposide, lurtotecan, mito),lan[rone, SN-38,

roporecan

Fosmarinus officinalis

Curcuma longa

I nchin-ko-to

Flavonoid-containing herbs such as

Glycine max (soybean), Gymnema

sylve stre, and C i m ic if uga race m osa

(black cohosh)

oluwatuyr et al. (2004),

Itlabekura et al. t2010)

Shukla et al. (2009)

Okada et al l2o07l

Meririo ei a. 1.2010),

Tamaki et al (2010)

LE, le',tel of evidence.

ABC, ATP-binding cassette; BCRE breast cancer resistan,ce protein; MDR, multidrug resistance gene; MRP multidrug resistance-associated protein; MXR, mitoxantrone

res i stil nce-associated prote i n,

April2012 |Volume 3 |Article 69 |7

Fasinu et al Herb-drug interactions

Table 5 | Some herbal remedies capable of interacting with other drugs via alteration in renal frunctions.

Medicinal plants Briel description Mechanism LE Reference

Aristolochia fangchi

Djenkol bean (Pithecellobium lobatum)

lmpila lCa I I i I e p i s I a u reo I al

Wild mushrooms

Licorice root lGlvcyrrhiza glabral

Noni fruit (Morinda citrifolial, alfalfa(Medicago saliva), Dandelion lTaraxacum

officinale), horsetail (Equisetum arvense),

stinging nettle (Urtica dioical

Rhubarb \Rheum officinalel

Star fruit (Averrhoa carambolal

Uva ursi lArctostaphylos uva ursi),

goldenrod lSolidago virgaureal, dandelion(Taraxacum officinale), juniper beny(J un ipe rus commu n is), horsetail(Equisetum arvense), lovage root

I Levi sti c u m off i ci n a I el, par sley

lPetroselinum crispuml, asparagus root

lAspa rag u s off i c i na I i sl, sti n ging nettle leal

lUrtica dioical, alfalla (Medicago sativaJ

Chinese slimming herbal

remedy

Pungent smelling edible fruit,

used for medicinal purposes

in Africa

Popular South African

medicinal herb

Widely consumed in Africa

Leguminous herb native to

Europe and Asia, root and

extracts are used in chronic

hepatitis and other ailments

These plants and their

extracts are used variously in

traditional medicine, and have

been shown to contain very

high potassium levels

Used as laxative

A tree popular in Southeast

Asia and South America

employed traditionally as

antioxidant and antimicrobial\/^.i^,,^ ^l^^+^ ,,^^l ^^VOI IUUJ PIdI ILJ UDUU OJ

diu retics

Aristolochic acid conternl forrns; DNA

adducts in renal tissues leading toextensive loss of cortical tubules

Contains nephrotoxic djenkolic acid

Causes damage to the proxitnal convoluted

tubules and tlre loop c,f henle, shown to be

hepatotoxrc

Some specie:s especially Cortinarius

contains nephrotoxic orellanine

Contains glycynhizic acid whose

metabolite, glvcyrrhetrnic acid inhibits renal

1 1-hydroxysteroid dehydrogenase leading to

a pseudoaldosteronelike

effect - accurnulation of cortisol in thekidney, stimulation of lhe aldosterone

receptors in cells of the cortic€tl leading to

increased BP sodium retentiorr, and

hypokalemia. This rna\,' poten tlate the action

of drugs such as digox.in

Hyperkalemic, hepatoioxic

High oxalic acid content may precipitate

renal stone formation and other renal

disorders

Oxalate nephropathy

Plants have diuretic propertyl i:nd rnay

increase the renal elimination of other drugs

lar et al (2010)

LLryckx anr.t Narcl,.er

i20OS), Marke:ll i20'l 0)

!ifeenkarnp and

Ster,vali (2005)

Wolf Hall (2010)

lsbruckef ar rrl Brir

dock (2006), |<.ataya

e1 eL i201 1 |

Saxena anci Panbo

lia {2003), Stadlbaror

e1. al, (200li), Jha

i2D t0)

Rrhl and MerTers

(2001 )

C )en et a . (11001 ),

\,\(r er al {2011)

Dearing el al. (i1001),

Wojcilrowsl<i et al

(2009)

LE, level of evidence1 Some of these herbs exert their diuretic effects via extra+enal mechanisms with no direct effects on the kictneys (see De.::tng et al . 200 ! )

Izz.o et al. (19!)7) demonstrated that anthranoids could beharmful to the gut epithelium by inhibiting Na+/K+ AIPase andincreasing the activity of nitric oxide synthase. This significantlyincreased intestinal transit due to the alteration in the intestinalwater and salt absorption and the subsequent fluid accumulation.In a study conducted by Nfundal, and l\lunday (1999), a garlic-derived compound was shown to increase the tissue activities of

quinone reductar;e and glutathione transferase in the gastr:oin-testinal tract of the rat. In view of their roles in metabolism, bothenzymes are considered chernoprotective especially from chemicalcarcinogens. In addition to CYP and P-gp mediated mechanisms,the well-known gins,eng-incluced pharmacokinetic HDI may also

be due to its gastrointelstinaI effects especially its inhibitory elfectson gastric secretion (Sr Lz LLlii et a) , 1 9 9 1 ). The potential of rheirr and

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danthron to increase the absorption of fi.rrosennicle, a p,oorlywater-solutrle drug, has been dernonstraterl throuLgh in vitro studies(l,aitlnen et al., 2007). In a study carlied out on rnice, a Chi-nese herbal pIant, Polygonum paleaceunx, sho,rved the potential todeprr:ss the motility of the gastrointestinal tract, inhibit defeca-tion reflex and delay gastric emptying (Zhang. 20011). A similarstudy'demonstrated the inhibitory efFects r:f tvro Chinese tradi-tional lrerbal prescriptions, Fructus aurantii ir,qmatut'us and Radixpaeoniae alba on gastrointestinal rnovernent (irang et aL., 2009).

The absorption of drugs such as phenoxyrnethylperricillin, met-formin, glibenclamide, and lovastatin may b'e reduced by high-fiber herbal products through the sequestration of bile acids(Colalto, 2010). MochiLti ct ai. (2010) reported the ability ofKampc,, a traditional faparrese medicine, to, sl.imulate elevatedintestirral blood flow, and to induce iricreasr:d secre,tion of gas-

trointestinal hormones including motilin,'rrasoactiue intestinalpeptide, and calcitonin gene-related peptide. Similarly anothertradilional fapanese medicine has br:en shown to increase theintestirral secretion of ghrelin, a hunger-relateil hormone, Iead-ing 1:o delayed gastric emptying (lbkita ct i.rl,, r1007; I(alvir-hal;t et a1.,2009; Flattori,20l0; llatr;umura ct a]..20I0). Also,

Qi et rl. (2007) demonstrated the capabiJity of Da-Cheng-Qi-Tang, a traditional Chinese herbal formula, to increase plasmamotillirr, enhance gastrointestinal motility, irnprove gastric dys-rhythLnria, and reduce gastroparesis after abdorninal surgery. Theseeffecl:s have the potential of reducing the intestinal transit timeof concurrently administered drug, vdth t.be risk of reducedabsolption.

Alter,attion in renal elininationThis irvolves herbal products capable of interacting with renalfunctio,ns, leading to altered renal eliminatior.r of drugs. Such inter-actio:n can result from the inhibition o'f tubullr siecreltion, tubularreabsolption, or interference with glornenrlirr filtration (lsnaldet aL,, 2004). In addition to this group o1'herbal products arethose pr16ds61s consumed as diuretics. The mechanir;m of herbaldiuresis is complex and non-uniform. Certai.n herbs increase theglomerular filtration rate but do not stinLulzLte electrolyte secretion

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a result of affinities for common receptor sites (N,Ia ct al., 2009).This can precipitate pharmacodynamic toxicity or antagonisticeffects (Table 6). Like most other herbs, SI{ contains complexmixture of phltochemicals including phenylpropanes, naphtho-danthrones, acylphloroglucinois, flavonoids, flavanol glycosides,

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GONCLUSION

Concomitant use of herbs and conventional drugs may presentwith untorvard events. Evidence available in literature indicatesvarious mechanisms through which this can occur. By interactingwith conventional rnedication, herbal remedies may pr:ecipitate

manifestations of toxicity or in the other extreme, therapeuticfailure. A good knowledge of the potential of contnonly con-sumed herbal medicines to interact with prescription medicines,ilrespective of the nature of evidence available, will equip healthprofessionais in their practice. Apart from those demonstrated insignificant number of human subjects, not all reported HDIs are

clinically significant. As such, more clinicall). relevant research inthis area is necessary. This review provides information on com-monly used herbs and their potentials for HDI within the levels ofevidence currently available.

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Conflict of Interest Statementi Theauthors declare that the research was

conducted in the absence of any com-mercial or financial relationships thatcould be construed as a potential con-flict of interest.

Receiyed: 20 Decenrber 2011; accepted:

05 April 2012; published online: 30 April2012.

Cil:ation: Fssinu PS, Bouic PJ and

Rosenkranz B (2012) An overview of the

eyidence and mechanisms of herb-druginteractions. Front. Pharmacol 3:69. doi:

1 0. 3 3 8 9 / fph at. 20 t 2. 000 69

This artirle was submitted to FronLiers

in Pharmaceutical Medicine and Out-cotnes Research, a specialty of Frontiers

in Pharmacology.

Copyright @ 2012 Fuiru, Bouic and

Rosenkranz. This is an open-access qrticle

distributed under the tetms of the Cre-

ative Commons Attribution Non Com-

mercial License, which permits non-

commercial use, distributiotr, and repro-

duction in other forunts, provided the

original authots arul source are credited.

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