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Page 1: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Advanced Analytics of Alcohol Consumption

Robert D. Johnson, PhD, F-ABFTChief Toxicologist

Tarrant County Medical Examiner’s OfficeDecember 9-10, 2015

Marriott City Center, Denver, CO

Page 2: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Clinical Markers for Ethanol Use

• Fatty acid ethyl esters (FAEE’s)

• Gamma-glutamyl transpeptidase (GGT)

• Carbohydrate deficient transferrin (CDT)

• Mean corpuscular volume (MCV)

Page 3: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

FAEE

• Fatty Acid Ethyl Esters (FAEEs)• Ethanol + free fatty acids = FAEEs• Used to help diagnose alcohol abuse• Concentrations increase over time as more

alcohol is consumed

Page 4: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

GGT

• Gamma-glutamyl transpeptidase (GGT)• Used to detect liver disease• Concentrations increase over time as alcohol

damages the liver• Good indicator of cirrhosis• Increases after 4 or more drinks/day for weeks

Page 5: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

CDT

• Carbohydrate deficient transferrin (CDT)• Used to detect recent heavy alcohol use• Normally 1-2% of transferrin is carbohydrate

deficient• Following heavy use up to 10% can be CD• Earlier indicator than GGT

Page 6: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

MCV

• Mean corpuscular volume (MCV)• RBC volume increases after weeks of exposure to ETOH

• Not sensitive enough to use alone

• Useful after a period of abstinence

Page 7: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Forensic Markers for Ethanol Use

• Ethyl glucuronide (EtG)

• Ethyl Sulphate (EtS)

• Serotonin metabolite ratio

Page 8: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

EtG and EtS

• Ethyl glucuronide• Ethyl sulphate

• EtG and EtS can be detected in blood for up to 36 hrs and in urine for up to 5 days

• Typically used to monitor abstinence in a treatment program

Page 9: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Ethyl Glucuronide

• < 0.1% of the ethanol dose is conjugated with glucuronide (EtG)

• Considered specific for ethanol consumption• A positive urine sample indicates alcohol

consumption within previous 5 days

Page 10: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Ethyl Sulphate

• < 0.05% of the ethanol dose is conjugated with sulphate (EtS)

• Considered specific for ethanol consumption• A positive urine sample indicates alcohol

consumption within previous 3 days

Page 11: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Serotonin Metabolite Ratio

• 5-HTOL/5-HIAA ratio• Ethanol changes the metabolic pathway of

serotonin• This ratio can be used to determine if alcohol

was consumed• Ratio remains elevated for 18-24 hrs

Page 12: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

OH

NN 2H

OH

NH

O

OH

N

OH

NOH

OOH

Serotonin

5-HIAA

MAO

Aldehyde reductase

5-HTOL

Aldehyde dehydrogenase

Serotonin Metabolism

5-HIAL

ADH

99%1%

Page 13: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Ethanol Metabolism

CH3CH2OH CH3CHO CH3COOH

NAD+ NADH NADHNAD+

ADH ALDH

Ethanol Acetaldehyde Acetic acid

ADH: Alcohol DehydrogenaseALDH: Aldehyde Dehydrogenase

Page 14: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

OH

NN 2H

OH

NH

O

OH

N

OH

NOH

OOH

Serotonin

5-HIAA

MAO

Aldehyde reductase

5-HTOL

Aldehyde dehydrogenase

Serotonin Metabolism

Ethanol Consumption

5-HIALNADH NAD+

NADHNAD+

60%40%

Page 15: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Cutoff Establishment

• Average ethanol-negative ratio: 2.52 ± 2.88

• Average ethanol-negative ratio + 4 s.d.= 14.04 pmol/nmol.

• Cutoff set at 15 pmol/nmol.

• < 1 in 10,000 chance of false positive.

Page 16: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Forensic Urine Specimensa) All Data Analyzed (Ethanol Values from 0-520 mg/dL)

0

100

200

300

400

500

600

0 50 100 150 200 250 300 350 400 450 500 550 600

--

5H

TO

L/5

HIA

A R

atio

(p

mol

/nm

ol)

Positives

Negatives

Ethanol(mg/dL)

b) Expansion of Plot Above (Ethanol Values from 0-150 mg/dL)

0

20

40

60

80

100

0 50 100 150Ethanol(mg/dL)

5-H

TO

L/5

-HIA

A R

atio

(pm

ol/n

mol

)

Positives

Negatives

Page 17: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Postmortem Ethanol

• The formation of ethanol in the body after death

• OR the formation of ethanol in a DWI blood tube following collection

Page 18: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Postmortem Ethanol

• Approximately 100 species of bacteria, molds, and fungi form VOC’s as a part of their normal metabolism.

• These volatiles can make an ethanol-negative sample positive

Page 19: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Cause of Postmortem Ethanol

• Microorganisms

- Temperature

- Time

- Nutrients

Page 20: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Endogenous Ethanol

• We have billions of microbes in our bodies

• Some of those produce ethanol (C. albicans)

• Typically metabolized as quickly as it is produced

• Can be measured if the instrument is sensitive enough

Page 21: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

C. albicans

• Candida albicans is a diploid fungus that grows both as yeast and filamentous cells and a causal agent of opportunistic oral and genital infections in humans

• C. albicans is commensal and a constituent of the normal gut flora comprising microorganisms that live in the human mouth and gastrointestinal tract

-Wikipedia

Page 22: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Volatiles Produced

• Ethanol

• Acetone

• Isopropanol

• T-Butanol

• Acetaldehyde

• Many others

Page 23: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Analysis of a TrueEthanol Positive

Ethanol

Internal standard

Page 24: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Analysis of blood positive due to ethanol formation

55 mg/dL

Ethanol

Page 25: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Ethanol Concentration vs. Time

0

10

20

30

40

50

0 24 48 72 96

Time (hrs)

Eth

anol

Con

cent

rati

on(m

g/hg

) Specimen 9, NaF @ 4CSpecimen 9, water @ 4C

Specimen 9, NaF @ 25CSpecimen 9, water @ 25C

Page 26: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

NaF Results

• Ethanol produced at 4°C, 25°C when tissue homogenized in water.

• Ethanol increases up to 7500%.• Ethanol production eliminated at 4°C, 25°C

when tissue homogenized in NaF.• Prevention of postmortem ethanol requires use

of NaF.

• Lewis, R.J., Johnson, R.D., Angier, M.K., Vu, N.T. Ethanol Formation in Unadulterated Postmortem Tissues. Forensic Sci. Int., 146: 17-24 (2004).

Page 27: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

DWI Samples

• DWI samples are drawn into grey-topped Vacutainer tubes

• These contain sodium fluoride (NaF) and potassium oxalate (C2H2K2O5)

• Whole blood is analyzed and the result is reported as g ethanol per 100 mL whole blood

Page 28: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Unknown Ethanol Origin: Case #1

• Ohio State Trooper lost control of patrol car responding to a 911 call resulting in 3 fatalities

• Body collected by ME, blood sample taken immediately, no ethanol detected

• ~60 hours post-crash additional samples were collected by a contract autopsy facility

• No preservation was used prior to specimen collection

Page 29: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Case #1 Continued

• Urine: 70 mg/dL ethanol; Blood: 80 mg/dL. Vitreous was not available for testing

• Media reports trooper was intoxicated at time of crash, disregarding initial negative result

• Serotonin metabolite ratio determined to be 1 pmol/nmol proving the initial ethanol negative finding correct

Page 30: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Questions

Page 31: Advanced Analytics of Alcohol Consumption · Advanced Analytics of Alcohol Consumption. Robert D. Johnson, PhD, F-ABFT. Chief Toxicologist. Tarrant County Medical Examiner’s Office

Contact Info

• Robert Johnson• [email protected]• 817-920-5700 ext 8396


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