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BIOCHEMICAL MECHANISMS OF DRUG TOXICITIES Lance R. Pohl, Pharm.D., Ph.D. Chief, Section of Molecular and Cellular Toxicology Laboratory of Molecular Immunology [email protected] 1/4/2007 U.S. Department of Health and Human Services National Institutes of Health National Heart, Lung, and Blood Institute
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BIOCHEMICAL MECHANISMS OF DRUG TOXICITIES

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Page 1: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

BIOCHEMICAL MECHANISMS OF DRUG TOXICITIES

Lance R. Pohl, Pharm.D., Ph.D.Chief, Section of Molecular and Cellular Toxicology Laboratory of Molecular [email protected]/4/2007

U.S. Department of Health and Human

Services

National Institutes of Health

National Heart, Lung, and Blood Institute

Page 2: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

TOXICITIES PRODUCED BY DRUGS

AnaphylaxisHemolytic anemiaGranulocytopeniaThrombocytopeniaAplastic anemiaVasculitis

HepaticSkinRenalPulmonaryCardiacNeurologicalLupus

Page 3: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

LEADING CAUSES OF DEATH IN USA IN 1994

Heart disease Cancer Stroke Adverse drug reactions Pulmonary disease Accidents Pneumonia Diabetes

Lazarou et al., JAMA, 279, 1208 (1998)

743,460 529,904 150,108 106,000 101,077 90,523 75,719 53,894

Page 4: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

TYPE A ADRs

• Accounts for 80% of ADRs• Dose-dependent and often predictable • Often due to excessive expression of

known pharmacologic effects• Often caused by drug-drug interactions• Often reproduced in animalsRole of transporters in drug interactions, C.J. Endres, et al., European Journal of

Pharmaceutical Sciences, 27, 501 (2006)

Page 5: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

EXAMPLES OF TYPE A ADRS

• Drowsiness from the use of antihistamines

• Exacerbated therapeutic responses of warfarin and phenytoin-low therapeutic indices

• Posicor, anti-hypertensive withdrawn from market because inhibited the metabolism of over 30 drugs

• Acetaminophen• Fialuridine

Page 6: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

FIALURIDINE-INDUCED MITOCHONDRIAL INJURY IN PATIENTS

• FIAU is a uridine analog developed for hepatitis B treatment

• Administration to 15 patients resulted in 7 developing severe mitochondrial liver damage with 5 dying and 2 receiving liver transplants

• Toxicity was not predicted from rodent studies• Toxicity of FIAU is apparently due to FIAU-TP which

inhibits mitochondrial DNA polymerase-γ and DNA synthesis

• Humans and not rodents have human nucleoside transporter 1 (hENT1) in the mitochondrial membrane

E.W. Lee, et al., J.Biol.Chem., 281, 16700 (2006)

Page 7: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

TYPE B ADRs

• Accounts for 20% of ADRs• Rare, unpredictable, and highly host-

dependent• Mechanisms usually unknown, but in some

cases they have been attributed to: Allergic reactions Pseudoallergic reactions Deficiency in cytoprotective factors Polymorphisms

• Rarely reproduced in animals

Page 8: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

HAPTEN HYPOTHESIS AND DRUG-INDUCED ALLERGIC REACTIONS

+ Drug orMetabolite

B and T C ell R esponsesT oxicity

Page 9: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

FORMATION OF PROTEIN ADDUCTS WITHOUT DRUG METABOLISM

R CH2

Penicillins

R CH2 CONH CHCONH

R1 CONH

O

R1 CONH CHS

HNR2

COOH

CONH

N

S

R2COOH

CONH

ON

S CH3

CH3COOH

HN

S

COOH

CH3

CH3

Cephalosporins

Penicillamine

HOOC CNH2

HCCH3

SHCH3 HOOC C

NH2

HCCH3

SCH3

Cys

S

Protein

Protein

Lys

Protein

Lys

Captopril

N

COOH

CO

CHCH3

CH2 SHN

COOH

CO

CHCH3

CH2 S S Cys Protein

Page 10: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

ROLE OF IMMUNE SYSTEM IN INITIATING DRUG-INDUCED ALLERGIC REACTIONS

Drug Protein Conjugate Formed in a Cell

Secreted

Injured Cell

Immature Dendritic Cell

Ag Processing

Ag Presentation byMHC Class 1 and 2

CD8+

CD4+ CD4+CD8+

HSPs, INF-,TNF-, IL-1

Migrate to Lymph Nodes Immunization of T Cells

Migrate to Lymph NodesTolerization of T Cells

IL-10, PGE2,TGF-

Regulatory T CellsMigration to Periphery Block Drug Allergy

Migration to Periphery Drug Allergy

B Cell

IgG, IgE,IgA

Page 11: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

PATHWAYS OF IMMUNOPATHOLOGY

Page 12: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

DRUG-INDUCED LIVER DISEASE IS A MAJOR HEALTH PROBLEM

It is a major cause of acute liver failure and a major safety reason for:

• Stopping preclinical development of drugs

• Terminating clinical trials of drugs • Withdrawing drugs postmarketing

F. Ballet, J. Hepatol., 26 (Suppl. 2), 26 (1997)

Page 13: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

LIVER DISEASE IS CAUSED BY MANY COMMONLY USED CLASSES OF DRUGS

• Antihypertensives• Lipid-lowering

agents• NSAIDs• Antimicrobials• Antidiabetic agents

• Anticonvulsants• Psychotropic

agents• Inhalation

anesthetics• Herbal medicines

Page 14: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

DRUGS WITHDRAWN / NOT APPROVED DUE TO LIVER DISEASE

Iproniazid Ibufenac (Europe)Ticrynafen Benoxaprofen Perhexilene (France)Dilevalol (Portugal and Ireland)Bromfenac Troglitazone Nefazodone (Serzone)Ximelagatran (Exanta)

1956197519801982198519901998200020032004

Page 15: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

Initiation Progression Secondary Injury Repair

COMPLEXITY OF DRUG-INDUCED LIVER DISEASE

Reactive MetabolitesProtein AdductsROS, RNSInjury

Innate Immune System Activation

Dendritic Cells

Kupffer Cells

NK and NKT Cells, Monocytes, PMNs, and EosinophilsAdaptive Immune System Activation

Effector Abs and T Cells

Death

Release of Protein AdductsRelease of Adjuvants

Page 16: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

PATHWAY OF HALOTHANE-INDUCED ALLERGIC HEPATITIS

P 4 5 0

H e p a to c yte

H u m o ra l a n d C e llu la r Im m u n e R e s p o n s e s

H a lo th a n e T riflu o ro a c e ty l C h lo rid e

T o x ic ity

C

F

C

F

H

C l

B rF C

F

C

F

F C l

O C F

F

C

O F

Page 17: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

HALOTHANE HEPATITIS PATIENTS’ SERUM ANTIBODIES (% REACTIVITY)

Antigen TFA-Protein Native-Protein

PDI 10 5

PDI isoform 55 25

Carboxylesterase 13 5

Calreticulin 5 3

ERP72 30 25

GRP94 65 28

CYP2E1 45

Page 18: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

OTHER FLUORINATED INHALATION ANESTHETICS FORM IDENTICAL

PROTEIN ADDUCTS

H a lo th a n e

CF

C

F

H

C lB rF C

FO

FHCC

H

C lFF

FCF

OF

HCCH

FFF

F

Is o flu ra n e D e s flu ra n e

H e p a to c y te

C FF

CO F

P 4 5 0

Page 19: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

CYP AUTOANTIBODIES ASSOCIATED WITH OTHER DRUGS CAUSING ALLERGIC HEPATITIS

Drug

Tienilic acid

Dihydralazine

Ethanol

Antigen

CYP2C9

CYP1A2

CYP2E1, CYP3A4, CYP2E1-hydroxyethyl radical

Page 20: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

T CELL REACTIVITY ASSOCTIATED WITH DRUGS CAUSING ALLERGIC HEPATITIS

CotrimoxazoleErythromycinKetoconazoleAmpicillinAllopurinolIbuprofenCaptopril-MethyldopaEnalapril

Maria and Victorino, Gut, 41, 534 (1997)

ChlorpromazineAmineptineDothiepinePhenytoinCarbamazepineTamoxifenGlibenclamideLovastatinPropylthiouracil

Page 21: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

MECHANISM OF ACETAMINOPHEN (APAP) HEPATOTOXICITY

Page 22: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

SERUM CYTOKINE LEVELS AFTER APAP TREATMENT OF MICE

Time (hr)

4 8 12 240

3000

6000

9000

12000

15000ALT

IU/L

4 8 12 240

100

200

300IL-4

pg/m

L

4 8 12 240

100

200

300IL-10

pg/m

L

4 8 12 240

100

200

300

400

500IL-13

pg/m

L

IL-6

4 8 12 240

40

80

120

160

200

pg/m

L

Page 23: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

IL-10 DEFICIENCY INCREASES APAP-INDUCED LIVER INJURY AND DEATH

Time (hours)0 10 20 30 40 50

Surv

ival

(%)

0

20

40

60

80

100

Wild Type IL-10 KO

Page 24: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

APAP-LIVER NECROSIS IN IL-10-/- MOUSE

Page 25: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

IL-10 REGULATES iNOS L

iver

iNO

S m

RN

A L

evel

(Arb

itrar

y U

nit)

0.00

0.25

0.50

0.75

*

Wild-Type Knockout

Wild-Type Knockout

Page 26: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

IL-10/iNOS KO MICE ARE NO MORE SUSCEPTIBLE TO APAP THAN WT

MICE

A B C D0

1000

2000

3000

4000

5000

*A= Wild Type APAPB= IL-10 KO APAPC= iNOS/IL-10 KO APAPD= iNOS KO APAP

ALT

(IU

/L)

Page 27: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

• Diclofenac: G. P. Aithal et al., Gastroenterology, 118(4), 1077, Part 1, Supplement. 2. April 2000

• Ethanol: J. Grove et al., Gut 46, 540-545 (2000)

IL-10 PROMOTER POLYMORPHISMS IN DRUG-INDUCED LIVER DISEASE

Page 28: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

OTHER HEPATOPROTECTIVE FACTORS UNCOVERED WITH KNOCK OUT MICE

• IL-6: liver regeneration, prevents apoptosis, induces HSPs

• COX-2: prostaglandin products induce HSPs and prevent inflammation

• IL-4 and IL-13: mechanisms not yet defined• Nrf2: regulates induction of GSH synthesis,

UGTs, GSTs, NADPH quinone reductase, heme oxygenase, catalase

• CCR2: down regulates INF-γ and TNF-α

Y. Masubuchi K. Chan, et. al., PNAS, 98, 4611 (2001); C.M. Hogaboam, et. al., Am. J. Pathol., 156, 1245 (2000).

Page 29: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

NIH FUNDS NETWORK TO STUDY DRUG-INDUCED LIVER INJURY (DILIN)

• Sponsored by the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) in 2004

• The DILIN centers are located at U. of North Carolina, Duke, U. of Michigan, U. of Connecticut, and U. of California in SF

• The goal is to establish a registry of patients who have experienced severe drug-induced liver disease and collect biological samples for biochemical, serological, and genetic testing by investigators throughout the country

Page 30: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

DRUG-INDUCED CUTANEOUS ADRS

• Exanthems-95% are erythematous or maculo-papular in nature and are usually self-limiting when the drug is withdrawn, Steven-Johnson syndrome and toxic epidermal necrolysis are life-threatening

• Exanthems from β-lactam antibiotics are often mediated by drug-specific IgE antibodies while many others by CD4+ and CD8+ T cellsN. Yawalkar, Toxicology, 209, 131(2005)

Page 31: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

T CELL REACTIVITY TO DRUGS CAUSING CUTANEOUS ADRS

• Lidocaine• Sulfonamides -Lactam antibiotics • Phenytoin• CarbamazepineLebrec et al., Cell Biology and Toxicology, 15, 57 (1999)

Page 33: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

MECHANISM OF T-CELL MEDIATED CUTANEOUS ADRS

S. Roychowdhury and. C.K. Svensson, The

AAPS Journal, 7, E834 (2005)

Page 34: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

MECHANISMS OF DRUG-INDUCED IMMUNE-MEDIATED BLOOD DYSCRASIAS

D rug

Anti-D rugAb

B ind and activa tecom p lem en t

B ind to Fc receptorof m acrop hages

Cell lys is

Im m uneC om plex

Lysis by com plem entan d /o r m acro phages

HAPT EN M EC HANISM

IM M UNE C O M P LEX M EC HANISM

AUT O ANT IB O DY M EC HANISM

AutoAbLysis by com p lem entand/or m acrophages

Page 35: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

DRUG-INDUCED IMMUNE-MEDIATED HEMOLYTIC ANEMIA

Hapten Mechanism

Immune Complex Mechanism

Autoantibody Mechanism

Ampicillin Diclofenac CephalosporinsCarbenicillin Isoniazid DiclofenacPenicillin Tetracycline LevodopaMethicillin Quinidine MethyldopaCephalosporin Thiopental ProcainamideTetracycline Chlorpromazine NomifensineTolbutamide Nomifensine TolmentinT. Deloughery, Immunol. Allergy Clin. of North Am. 18, 829 (1998)

Lists drugs causing aplastic anemia, agranulocytosis, and thrombocytopenia

Page 36: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

IgE-MEDIATED ANAPHYLACTIC DRUG REACTIONS

AlcuroniumCephalosporinsPenicillinsProtamineStreptokinase

Park et al., Chem. Res. Toxicol., 11, 969 (1998); B.Y.H. Thong and Y. Chan, Ann. Allergy Asthma

Immunol., 92, 619 (2004).

SulfamethoxazoleSuxamethoniumThiopentoneTrimethoprineTubocurarine

Page 37: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

MECHANISM OF DRUG-INDUCED ANAPHYLAXIS

IgE-secretingplasm a cell

M ast cell or basophil

Drug

1. Airway sm ooth m uscle contractionleading to bronchospasm2. Increase permeability of b lood vesselsand mucous g land secretion3. Inflam m ation (eosinophils andneutrophils)4 . Respiratory, gastro intestinal, cutaneous,and cardiovascular system s can be involved

Histam ine, leukotrienes, and cytokines

Page 38: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

ASSOCIATION OF GENETIC VARIANTS OF HLA-B AND HSP70 WITH HYPERSENTIVITY

TO ABACAVIR• Abacavir is a nucleoside reverse transcriptase inhibitor

used to treat HIV type 1• Approximately 5% of patients who receive abacavir develop

a treatment-limiting hypersensitivity reaction, characterized by fever, rash, gastrointestinal symptoms (nausea, vomiting, diarrhea or pain) and lethargy or malaise

• Median time to onset is 11 days, but symptoms occur within hours when patients are rechallenged

• Susceptibility is associated with specific variants of HLA-B and HSP70 and CD8+ T cells that are activated in presence of abacavir to produce TNF

A.M. Martin, et. al., PNAS, 101, 4180 (2004)

Page 39: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

PSEUDOALLERGIC (ANAPHYLACTOID) REACTIONS WITH NSAIDS

• Most cases occur with aspirin, although other NSAIDs can be involved except for COX-2 inhibitors

• Reactions include asthma, rhinitis, urticaria and/or anaphylactic shock.

• Not mediated by IgE antibodies• COX-1 inhibitors may divert arachidonic

acid metabolism to 5-lipoxygenase pathways and formation of proinflam-matory cysteine-leukotrienes

Page 40: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

PSEUDOALLERGIC (ANAPHYLACTOID) REACTIONS WITH NSAIDS

• Leukotrienes cause bronchial smooth muscle contraction, mucous secretion, vasodilation, and cellular infiltration

• Cysteine-leukotriene receptor 2 poly-morphisms associated with aspirin intolerance

J.S. Park et al., Pharmacolgenics and Genomics, 15, 483 (2005)

Page 41: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

ANAPHYLACTOID REACTIONS WITH IODINATED RADIOCONTRAST AGENTS

• Reactions can be similar to aspirin and include asthma, rhinitis, urticaria, gastrointestinal symptoms, and/or anaphylactic shock consisting of hypotension, pulmonary edema, respiratory arrest, cardiac arrest, and convulsions

• Mechanisms?

J. Szebeni, Toxicology 216, 106 (2005)

Page 42: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

MECHANISMS OF REACTIONS TO RADIOCONTRAST REAGENTS

Page 43: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

ENZYME POLYMORPHISMS AND TYPE B ADVERSE DRUG REACTIONS

• Sensitivity to warfarin and phenytoin due to metabolic deficiency caused by CYP2C9*3Rettie et al., Epilepsy Research, 35, 253 (1999); Brandolese et al., Clin. Pharmacol. Ther., 70, 391 (2001)

• Irinotecan side effects of serious and potentially fatal diarrhea and neutropenia are associated with metabolic deficiency caused by UGT1A1*28 and other allelic forms of UGT1AHan et al., J. Clin. Oncol., 24, 2237 -2244 (2006)

Page 44: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

THIOPURINE-S-METHYLTRANSFERASE POLYMORPHISMS AND TYPE B ADR

• Thiopurine drugs 6-mercaptopurine and aza-thioprine are used to treat acute lymphoblastic leukemia in children, inflammatory bowel disease, autoimmune disease, and organ transplant recipients

• Polymorphisms of TPMT that lead to low enzyme activity result in life-threatening pancytopenia

L. Wang and R. Weinshilboum, Ongene, 25, 1629-1638 (2006)

Page 45: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

THIOPURINE METABOLISM RESULTS IN THERAPEUTIC ACTIVITY AND TOXICITY

Page 46: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

DRUG-INDUCED-LONG QT SYNDROME• Results in prolonged ventricle repolarization that can lead to

polymorphic ventricular tachycardia (torsade de pontes), and ultimately ventricular fibrillation and death

• Rare, unpredictable, and a major reason for withdrawal or restriction of many drugs

• Antiarrhythmic drugs such as quinidine, procainamide, sotalol and others

• Other classes of drugs cause this syndrome including astemizole (antihistamine), terfenadine (antihistamine), mibefradil (anti-hypertensive), and grepafloxacin (antibiotic)

• Linked to genetic variants of drug-metabolizing enzymes• Linked to cardiac K ion channel subclinical mutations

P.J. Kannankeril and D.M Roden, Current Opinion in Cardiology, 22, 39 (2007)

Page 47: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

Summary

• Drug-drug interactions are a major cause of Type A ADRs and are in many cases predictable

• Type B ADRs may be caused by rare allelic forms of enzymes, receptors, ion channels, transporters, transcription factors, etc

• Many Type B ADRs also appear to be mediated by specific Abs and T cells that are induced by protein adducts of reactive metabolites

• It is likely that numerous factors protect most people from getting Type B ADRs and rare polymorphisms of one or more of these factors determine individual susceptibility

• Toxicogenomics and proteomics should provide new information about other important regulatory factors that normally protect cells from TYPE B ADRs

Page 48: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

REFERENCES

Incidence of adverse drug reactions in hospitalized patients - A meta-analysis of prospective studies, J. Lazarou, et al., J. Am. Med. Assoc. 279, 1200 (1998).

The epidemiology of serious adverse drug reactions among the elderly, P. A. Atkin, et al., Drug Aging, 14, 141 (1999).

Postmarketing surveillance and adverse drug reactions - Current perspectives and future needs, T. Brewer and G. A. Colditz, J. Am. Med. Assoc. 281, 824 (1999).

Computerized surveillance of adverse drug reactions in hospital: Implementation,M. Levy, et al., Eur. J. Clin. Pharmacol., 54, 887 (1999).

Retrospective analysis of the frequency and recognition of adverse drug reactions by means of automatically recorded laboratory signals, I.Tegeder, et al., Brit, J. Clin. Pharmacol. 47, 557 (1999).

Page 49: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

REFERENCES

Mechanisms, chemical structures and drug metabolism, L. R. Pohl, et al., Eur. J. Haematol., 57, 98 (1996).

Allergic and autoimmune reactions to xenobiotics: how do they arise?, P. Griem, et al., Immunol.Today, 19, 133 (1998).

Role of drug disposition in drug hypersensitivity: A chemical, molecular, and clinical perspective, B. K. Park, et al., Chem. Res. Toxicol., 11, 969 (1998).

Covalent binding of xenobiotics to specific proteins in the liver, N. R. Pumford et al., Drug Metab. Rev., 29, 39 (1997).

Halothane-induced liver injury in outbred guinea pigs: Role of trifluoroacetylated protein adducts in animal susceptibility, M. Bourdi et al., Chem. Res. Toxicol., 14, 362 (2001).

The role of leukocyte-generated reactive metabolites in the pathogenesis of idiosyncratic drug reactions, J. P. Uetrecht, Drug. Metab. Rev., 24, 299 (1992).

Page 50: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

REFERENCES

Characterization of the humoral immune response and hepatotoxicity after multiple halothane exposures in guinea pigs, M. Chen and A. J. Gandolfi, Drug Metab. Rev., 29, 103 (1997).

Human cytochrome P450 2E1 is a major autoantigen associated with halothane hepatitis. M. Bourdi, et al., Chem. Res. Toxicol. 9,1159 (1996).

Cytochromes P450 and uridine triphosphate glucuronosyl-transferases: Model autoantigens to study drug-induced, virus-induced, and autoimmune liver disease, M. P. Manns and P. ObermayerStraub, Hepatology 26. 1054 (1997).

Structure-activity studies in drug induced anaphylactic reactions, B. A. Baldo and N. H. Pham, Chem. Res. Toxicol., 7, 703 (1994).

Mechanisms of drug-induced allergic contact dermatitis, H. Lebrec, et al., Cell Biol. Toxicol. 15, 57 (1999).

Page 51: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

REFERENCES

Immunoregulatory mechanisms involved in elicitation of allergic contact hypersensitivity, S. Grabbe and T. Schwarz, Immunol. Today, 19, 37 (1998).

Drug-induced immune hematologic disease, T. DeLoughery, Immunol. Allergy Clin. North Am., 18, 829 (1998).

Immunohistochemical detection of protein adducts of 2, 4-dinitrochlorobenzene in antigen presenting cells and lymphocytes after oral administration to mice: Lack of role of Kupffer cells in oral tolerance, C. Ju and L. R. Pohl, Chem. Res. Toxicol., 14, 1209 (2001).

Identification of hepatic protein targets of reactive metabolites of acetaminophen in vivo in mice using two dimensional gel electrophoresis and mass spectrometry, Y. Qiu, et al., J. Biol. Chem., 273, 17940 (1998).

Two-dimensional database of mouse liver proteins: Changes in hepatic protein levels following treatment with acetaminophen or its nontoxic regioisomer 3-acetamidophenol, M. Fountoulakis, et al., Electrophoresis, 21, 2148-2161 (2000).

Page 52: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

REFERENCES

Potential role of pharmacogenomics in reducing adverse drug reactions: A systematic review, K. A. Phillips, et al., JAMA, 286,, 2270 (2001).

Microarrays and toxicology: The advent of toxicogenomics, E. F. Nuwaysir, et al., Molecular Carcinogenesis, 24: 153-159 (1999).

Toxicologists brace for genomics revolution, R. A. Lovett, Science, 289: 536-537 (2000).

Toxicogenomics-based discrimination of toxic mechanism in HepG2 human hepatoma cells, M. E. Burczynski, et al., Toxicol. Sci., 58: 399-415 (2000).

Expression profiling of acetaminophen liver toxicity in mice using microarray technology, T. P. Reilly, et al., Biochem. Biophys. Res. Comm., 282, 321 (2001).

Page 53: BIOCHEMICAL MECHANISMS OF            DRUG TOXICITIES

REFERENCES

In silico research in drug discovery, G.C. Terstappen and A. Reggiani, Trends in Pharmacol. Sci., 22, 23 (2001).

Detection of multiple proteins in an antibody-based protein microarray system, R. P. Huang, J. Immunol. Methods, 255, 1 (2001).

An introduction to arrays, N. J. Maughan, et al., J. Pathol., 195, 3 (2001).Integrated genomic and proteomic analyses of a systematically

perturbed metabolic network, T. Ideker, Science, 292, 929 (2001).A protective role of cyclooxygenase-2 in drug-induced liver injury in

mice, T. P. Reilly, et al., Chem. Res. Toxicol., 1628 (2001).Protection against acetaminophen-induced liver injury and lethality by

interleukin-10: Role of inducible nitric oxide synthase, M. Bourdi, et al., Hepatology, 35, 289 (2002).

Protective role of Kupffer cells in acetaminophen-induced liver injury in mice, C. Ju, et al.,Chem. Res. Toxicol., 15, 1504 (2002).