Aug 12, 2024

Public workspaceLiquid-liquid extraction of 3,3'-dichlorobiphenyl (PCB11) and its hydroxylated metabolites from animal blood/serum V.2

  • 1University of Iowa
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Protocol CitationXueshu Li, Maxwell W Shumaker, Hansjoachim Lehmler 2024. Liquid-liquid extraction of 3,3'-dichlorobiphenyl (PCB11) and its hydroxylated metabolites from animal blood/serum. protocols.io https://dx.doi.org/10.17504/protocols.io.36wgq3w8xlk5/v2Version created by Hansjoachim Lehmler
License: This is an open access protocol distributed under the terms of the Creative Commons Attribution License,  which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited
Protocol status: Working
We use this protocol and it's working
Created: February 21, 2024
Last Modified: August 12, 2024
Protocol Integer ID: 104329
Keywords: Persistent organic pollutant, Liquid-liquid extraction, GC-MS/MS, Polychlorinated biphenyls, OH-PCB, whole blood, Serum
Funders Acknowledgements:
National Institute of Environmental Health Sciences
Grant ID: R01ES014901
National Institute of Environmental Health Sciences
Grant ID: R01ES031098
National Institute of Environmental Health Sciences
Grant ID: R01ES034691
National Institute of Environmental Health Sciences
Grant ID: P30ES005605
National Institute of Environmental Health Sciences
Grant ID: P42ES013661
Abstract
This protocol describes the extraction of 3,3'-dichlorobiphenyl (PCB11) and its monohydoxylated metabolites from mouse blood/serum using liquid-liquid extraction followed by solid-phase extraction clean-up. The levels of PCB11 and OH-PCB11s in the blood/serum samples are subsequently measured by gas chromatography-tandem mass spectrometry.
Materials
Chemicals list
  • 2-propanol (Fisher, BPA4164)
  • acetone (Fisher, BPA18P4)
  • diazomethane (CH2N2) (Hudlicky, 1980; Sigma Aldrich, 2003)
  • dichloromethane (DCM), pesticide grade (Fisher, D12-4)
  • distilled water
  • ethanol (EtOH) (Fisher, A4094)
  • hexane, pesticide grade (Fisher, H300-4)
  • methanol (Fisher, A412-4)
  • milli-Q water
  • potassium hydroxide (KOH) (Fisher, P250-1)
  • silica gel, 150-230 mesh (Fisher, 042727A1)
  • sodium chloride (NaCl) (Fisher, BP358-212)
  • hydrochloric acid (HCl) (Fisher, S25838)
  • potassium chloride (KCl) (Fisher, P217-500)
  • sulfuric acid (H2SO4), concentrated (Fisher, A300C-212)

Analytical standards
  • 3,5-Dichlorobiphenyl (PCB14), 3,3'-dichlorinated biphenyl (PCB11), 3,3'-dichlorobiphenyl-2-ol (2-OH-PCB11), 3,3'-dichlorobiphenyl-4-ol (4-OH-PCB11), 3,3'-dichlorobiphenyl-5-ol (5-OH-PCB11),3,3'-dichlorobiphenyl-6-ol (6-OH-PCB11) were synthesized and authenticated as described previously (Li, 2018; Dhakal, 2012, Dhakal, 2020, and Zhu, 2013).
  • 2,4,6-Trichlorobiphenyl (PCB30), 3,4,4',5,5',6'-octachlorobiphenyl (PCB204), and 2',3,3',4',5,5'-hexachlorobiphenyl-4-ol (4'-OH-PCB159) were purchased from AccuStandard Inc. (New Haven, CT, USA).
  • Deuterated 2,3,5,6-tetrachlorobiphenyl (d-PCB65) was provided by CND Isotopes Inc., Quebec, Canada.
Analytical standard solutions
  • Surrogate standard (SS)
d-PCB65 (SS_PCB, 100 ng/mL in isooctane)
PCB14 (SS_PCB, 100 ng/mL in isooctane)
4'-OH-PCB159 (SS_OH-PCB, 100 ng/mL in MeOH)
  • Internal standard (IS)
PCB30/204 (100 ng/mL each in isooctane)
  • Analytes
PCB 11 (100 ng/mL in isooctane)
2-OH-PCB11; 4-OH-PCB11; 5-OH-PCB11; 6-OH-PCB11 (100 ng/mL each in MeOH)

Accessories
  • Serological pipette, 10 mL, (Fisher, 13-678-11E)
  • Tube racks
  • Disposable Glass Pasteur pipet, 5 3/4”, 2 mL (Fisher, 13-678-20A, box of 720)
  • Disposable Glass Pasteur pipet, 9”, 2 mL (Fisher, 13-678-20C, box of 720)
  • Disposable Glass tubes, size 16 x 125 mm (Fisher, 14-959-35A)
  • Disposable Glass tube caps (Fisher, 02-883-8D, black screw caps with PTFE liners)
  • Repeater pipette (BrandTech, UX-24806-05)
  • Syringe Tips NanoRep, 50 mL (Rainin, ENC-50ml)
  • SPE Cartridges (Sigma-Aldrich, 52797-U)
  • GC vials, 2mL (Fisher, 03-391-6, crimp wide opening autosampler vials)
  • Insert (Sigmaaldrich: 29441-U)
  • Crimp aluminum seal cap, 11 mm (Fisher, 200154, PTFE/silver 100 pack)
  • Crimper

Instruments
  • Eppendorf centrifuge 5810, (Eppendorf, 022625004)
  • Vortex mixer, (Fisher, 50-728-002)
  • Tube rotator, (Fisher, 88-861-122)
  • Furnace (Barnstead Thermolyne, 30400)
  • AquaTherm Water Bath Shaker, (Stellar, SL-SWB-17)
  • N-EVAP analytical evaporator with needles, (Thomas Scientific, 1156Y21)
  • SPE Vacuum Manifold, 12 ports, (Sigma-Aldrich, 57-160-U & 57-162-U)


Reagents and solvents

  • 1:1 Hexane: methyl tert-butyl ether (MTBE) (v/v) in amber bottle with cap.
  • 1% KCl (w/w) in 500 mL volumetric flask: Add 5 g KCl in 500 mL of Milli-q water.
  • 6 M HCl in 100 mL volumetric flask: Add 50 mL of HCl (12M) with 50 mL of Milli-q water.
  • Acidified silica gel. The silica gel in a beaker was combusted at 450 °C for overnight. After cooling down, the sigical gel was transfer to a screw-capped glass bottle. The mixture of combusted silica gel and sulfuric acid by weight ratio of 5 : 1 (For example, 40 g of silica gel was mixed with 8 g of sulfuric acid) was shaked vigorously until no lumps were observed. The acidified silica gel was kept in another screw-capped glass bottle and read for the SPE cartridge.
  • 1 M KOH in 95% EtOH in 50 mL beaker: Weigh and add 2.8 g of KOH and 2.5 g of Milli-q water. Mix to dissolve, then add 47.5 mL EtOH.
Safety warnings
The following section describes precautions for the safe handling of chemicals used in this protocol. Consult the Safety Data Sheet for additional information regarding all chemicals used in this protocol:

Acetone:
Work under hood. Do not inhale the substance/mixture. Avoid the generation of vapors/aerosols. Keep away from open flames, hot surfaces, and sources of ignition. Take precautionary measures against static discharge. Change contaminated clothing. Preventive skin protection is recommended. Wash hands after
working with substance.

Diazomethane:
Work under a well-ventilated fume hood with sash down. Do not inhale the substance/mixture. Avoid contact with exposed skin. Keep away from open flames, hot surfaces, and sources of ignition. Avoid contact with irregular glass surfaces. Proper PPE is required upon handling, including a lab coat, fresh gloves, and a face shield. Change gloves immediately after handling and discard them into the hazard container.

Dichloromethane (DCM):
Wear personal protective equipment/face protection. Do not get in the eyes, on skin, or clothing. Avoid ingestion and inhalation. Vapors are heavier than air and may spread along floors. Handle product only in an enclosed system or provide appropriate exhaust ventilation. Reacts with aluminum and its alloys.

Hexane:
Work under a hood. Do not inhale the substance or mixture. Avoid generating vapors or aerosols.

Hydrochloric Acid:
Do not breathe vapors or aerosols. Avoid substance contact. Ensure adequate ventilation. Evacuate the danger area, observe emergency procedures, and consult an expert.

Methanol:
Use in a chemical fume hood. Wash hands before breaks and immediately after handling the product. Avoid
contact with skin, eyes, and clothing. Take precautions against static discharge.

Methyl tert-butyl ether (MTBE):
Do not breathe vapors or aerosols. Avoid substance contact. Ensure adequate ventilation. Keep away from heat and sources of ignition. Evacuate the danger area, observe emergency procedures, and consult an expert.

Polychlorinated biphenyls (PCBs):
May cause damage to organs through prolonged or repeated exposure. Very toxic to aquatic life with long-lasting effects. Do not breathe dust/fume/gas/mist/vapors/spray. Avoid release to the environment. This statement does not apply where this is the intended use. Get medical advice/attention if you feel unwell. Collect spillage. Dispose of contents/containers following relevant regulations.

Potassium chloride (KCl):
Minimize dust generation and accumulation. Wash hands after handling. Avoid dispersal of dust in the air (i.e.,
clearing dust surfaces with compressed air). Routine housekeeping should be instituted to ensure that dusts do not accumulate on surfaces. Dry powders can build static electricity charges when subjected to the friction of transfer and mixing operations. Follow good hygiene procedures when handling chemical materials. Do not eat, drink, smoke, or use personal products when handling chemical substances. Avoid generation of dust or fine particulate. Avoid contact with eyes, skin, and clothing.

Potassium hydroxide (KOH):
Do not get in eyes, on skin, or on clothing. Wear personal protective equipment/face protection. Use only under a chemical fume hood. Do not breathe dust. Do not ingest. If swallowed then seek immediate medical assistance.

2-Propanol:
Wear personal protective equipment/face protection. Keep away from open flames, hot surfaces and sources of ignition. Use spark-proof tools and explosion-proof equipment. Use only non-sparking tools. Take precautionary measures against static discharges. Do not get in eyes, on skin, or on clothing. Do not breathe mist/vapors/spray. To avoid ignition of vapors by static electricity discharge, all metal parts of the equipment must be grounded.

Sulfuric acid (H2SO4):
Avoid contact with skin, eyes, and clothing. Follow good hygiene procedures when handling chemical materials. Follow proper disposal methods. Do not eat, drink, smoke, or use personal products when handling chemical substances.
Ethics statement
The responsible Institutional Animal Care and Use Committee (IACUC) approved the animal protocol used to generate tissue samples. All animals were utilized in accordance with all Public Health Service (PHS) policies and the Guide for the Care and Use of Laboratory Animals, National Institutes of Health (NIH) Publication No. 85-23, revised 2010.
Before start
Always wear proper Personal Protective Equipment and work in a fume hood when working with hexanes, hydrochloric acid, MTBE, diazomethane, polychlorinated biphenyl (PCBs) and their derivatives, and strong acids and bases.

Note that this protocol involves work with experimental animals and requires prior approval by the users' Institutional Animal Care and Use Committee (IACUC) or equivalent ethics committee.
Preparation
Preparation
Combust silica gel, glass wool, all glassware (cartridges, short and long pipettes, tubes, beaker/volumetric flask, funnel), scalpel, forceps, and spatula.
Print the working sheet (see attachment for an example).
Label all sample tubes (Tube-A, Tube-B, Tube-C, Tube-D, and Tube-E).
Note: If the whole blood is used for the study, the whole blood samples need to be collected with a medium tube with 80 µL of ethylenediaminetetraacetic acid solution (EDTA, 7.5% w/w), and stored at −20 °C until extraction.
Quality control samples
Quality control samples
Quality control samples should include:
  • Method blank (MB): x2 or x3 to make sample number even
  • Tissue blank (TB): blood or serum from control animals
  • Tissue samples: blood or serum from exposed animals
  • Ongoing Precision and Recovery (OPR): tissue blank spiked with surrogate standard (SS), internal standard (IS), and analytes
  • Reference standards: includes SS, IS, and analytes
  • Instrument blank or solvent: hexane only

Note: For the spike test, use only blank blood/serum. For actual tests, use blank blood/serum and exposed samples.
DAY 1: SAMPLE PREPARATION, EXTRACTION, AND DERIVATIZATION
DAY 1: SAMPLE PREPARATION, EXTRACTION, AND DERIVATIZATION
Remove the analytical standards for the ORP and the SS from the freezer and allow to warm to room temperature (~ 30 min).
Sample preparaiton
Sample preparaiton
Label tubes as A1, A2 etc, and Reference standard.
Place whole blood (0.3-0.5 g) or serum (~ 0.2 g) in tube-A. Record weight on the working sheet.
Add 3 mL of 1% KCl solution to tube A containing blank samples.
Add 1% KCl solution to the remaining tube A to a final volume of ~ 3 mL.

Note: Do not add 1% KCl solution to the tube for the Reference standard.
Addition of Analytical Standards
Addition of Analytical Standards
Spike all tube-A samples (MB, TB, tissue, OPR, and Reference standard) with SS_PCB (10 ng d-PCB65 and 10 ng PCB14).
  • d-PCB65, 100 µL x 100 ng/mL = 10 ng each
  • PCB14, 100 µL x 100 ng/mL = 10 ng each
Spike all tube-A samples (MB, TB, tissue, OPR, and reference) with SS_OH-PCB (10 ng 4’-OH-PCB159).
  • 4’-OH-PCB159, 100 µL x 100 ng/mL = 10 ng each
Spike the following analytes only to tube-A OPR samples and the Reference standard.
  • 100 µL of PCB11 standard (100 µL x 100 ng/mL = 10 ng)
  • 100 µL of OH-PCB11 standard mixture (100 µL x 100 ng/mL = 10 ng each)
Cap tube-A and the Reference standard.
Put the Reference standard aside for the derivatization step.
Extraction
Extraction
Note: For the entire method, all centrifugation steps are for 5 mins at 3000 rpm. Tubes are inverted on the tube rotator for 5 mins at 40 RPM.

Note: For the evaporation or “blow down” step with nitrogen, a warm water bath (35 °C) can be used if needed.

Add 1 mL of 6 M HCl to tube-A, vortex for 10 s.
Add 5 mL of 2-propanol to tube-A, vortex for 10 s.
Add 5 mL of hexane-MTBE mixture 1:1 (v/v) to tube-A.
Cap the tube-A with caps with a PTFE septum.

Invert tube-A on the tube rotator and centrifuge.
Transfer the organic phase (top layer) from tube-A to tube-B with a short glass pipette.
Re-extract tube-A with 3 mL of hexane-MTBE (1:1, v/v), vortex for 10 s, and centrifuge.
Transfer the organic phase (top layer) from tube-A to tube-B with a short pipette.
Add 3 mL of 1% KCl solution to tube-B.
Invert tube-B for 5 min and centrifuge.
Transfer the organic layer (top layer) form tube-B to tube-C.
Re-extract tube-B with 3 mL of hexane, vortex, and centrifuge.
Transfer the organic layer (top layer) form tube-B to tube-C.
Evaporate solvent in tube-C under a gentle stream of nitrogen to ~100 µL.

Note: Do not evaporate to dryness.
Derivatization of OH-PCBs - Day 1
Derivatization of OH-PCBs - Day 1
Get samples, ice box, and serological pipettes ready in a fume hood.
Add 5 drops of methanol to tube-C, except for the Reference standard, and vortex for 5 s.
Take the diazomethane vial out of freezer and place in an ice box in the fume hood.
Toxic
Add ~0.5 mL of diazomethane to each sample and 1 mL of diazomethane to the Reference standard using a 10 mL serological pipette.
Toxic
Cap the tubes and keep them in a solvent-proof refrigerator (NOT freezer) at 4-8 °C for at least 3 h or overnight (approximately 16 h).
Pause
Toxic
Overnight
DAY 2: BASE CLEANUP, LIPID REMOVAL, AND INTERNAL STANDARD SPIKING
DAY 2: BASE CLEANUP, LIPID REMOVAL, AND INTERNAL STANDARD SPIKING
Label GC vials.
Make fresh KOH-95% EtOH solution and set it aside for the base cleanup step.
Remove the IS standards from the freezer and allow to warm to room temperature (~ 30 min).
Turn on the water bath with setting of 50 °C.
Derivatization of OH-PCBs - Day 2
Derivatization of OH-PCBs - Day 2
Evaporate the excess of ether and diazomethane in a fume hood under a gentle nitrogen flow (no yellow color, ~200 µL).
Toxic
Evaporate the Reference standard to near dryness (~ 50 μ L) and put it aside for the IS spiking step.
Toxic
Base clean-up step
Base clean-up step
Add 3 mL of hexane with a repeat pipettor and vortex.
Add 2 mL of KOH-95% EtOH solution with a repeat pipettor and vortex.
Heat for 1 hour in 50 °C water bath, vortexing the samples approximately every 15 min.
Add 7 mL of Mili-Q water with a repeat pipettor, invert, and centrifuge.
Transfer the top layer to tube-D with a short pipette.
Add 2 mL of hexane using a repeat pipettor to tube-C and vortex.
Let samples sit on the lab bench for 15 mins, centrifuge, and transfer the top layer to combine with tube-D (volume ~5 mL).
Evaporate the solvent under a gentle stream of nitrogen to ~0.5 mL.
Lipid removal (tube-E, volume ~10 mL)
Lipid removal (tube-E, volume ~10 mL)
Prepare the SPE cartridges.

Note: The SPE cartridge can also be prepared using the dry reagent loading method: Glass wool is placed on the bottom of the SPE cartridges, and 0.2 g of silica gel and 2 g of acidified silica gel are added. Then, 3 mL of hexane:DCM (1:1) mixture is passed through the cartridge to rinse the filled cartridge.
Note: DCM is toxic, need to work in fume hood with good ventilation condition.
Add uncombusted tubes to the bottom of the SPE manifold to collect the waste eluent from the SPE cartridges.
Replace the top and place the clean SPE cartridges into each port.
Add glass wool to the SPE cartridge and pack it down with the end of a glass pipette.
Add 0.2 g of silica gel with a combusted small glass funnel to the SPE cartridges.
Add 2 mL of hexane:DCM (1:1) with a long pipette to rinse to the SPE cartridge.
In a small beaker, mix hexane:DCM (1:1) with acidified silica gel (5:1), swirl, and add the entire suspension with a short pipette on top of the silica gel in each SPE cartridge.
Mix the suspension with a short glass pipette tip to eliminate air bubbles.
Let the silica gel precipitate to the bottom before passing ~ 3 mL of hexane:DCM (1:1) into the bottom waste tube.
Note: Always keep the solvent above the acidified silica gel.
Replace the waste tubes at the bottom with freshly labeled, combusted tube-E. Align tube-D order in the tube rack with the order of tube-E.
With long glass pipettes, slowly load the extracts from tube-D into the SPE cartridges and pass them through the cartridges for collection.

Notes:
  • Adjust the vacuum of the manifold accordingly, and let the eluent drip drop by drop.
  • Close off the vacuum once the gel is dry to avoid evaporating the sample liquid.
  • Always keep the solvent level above silica gel.
Rinse tube-D twice (2 x 0.5 mL) with hexane:DCM (1:1) and pass through the cartridge each time.
Repeatedly add the hexane:DCM (1:1) mixture (total volume ~ 9 mL) until the eluent in tube-E reaches 10 mL.
Turn off the manifold vacuum and remove tube-E from the SPE manifold.
Concentrate the samples in tube-E under a gentle stream of nitrogen to ~200 µL.
Add 3 mL of hexane to tube-E, then concentrate the sample under a gentle stream of nitrogen to ~50 µL.

Note: Do not evaporate to dryness.
Internal Standard (IS) Spiking IS and preparation for analysis
Internal Standard (IS) Spiking IS and preparation for analysis
Spike 100 µL of IS (PCB30+PCB204, 100 µL x 100 ng/mL = 10 ng each) to each tube-E and Reference standard using a single channel pipette.
Vortex each tube-E.
Transfer extracts from tube-E and the Reference standard with a long pipette to a combusted crimp-style GC vial with insert.
Rinse tube-E with hexane (~150 µL) and combine with to the GC vial insert to give a final volume of ~300 µL.
Prepare the solvent blank by filling a GC vial with hexane.
Note: Use the same hexane used for the extractions.
Cap all vials immediately with a crimp cap and crimper to seal the cap.
Store samples in solvent-proof -20°C freezer until instrument analysis.
Note: Do not store samples in a regular -20°C freezer because solvent vapors will destroy the freezer over time.
Dispose of all items as follows:
  • SPE Cartridges—Remove the cartridges from the SPE manifold and dispose of all content in the PCB waste container. Place the cartridges in the sink to be washed. Add the original waste tubes to the manifold, open the vacuum tube on the manifold, and turn on the vacuum. Clean the cartridge with acetone and then hexane. Turn off the vacuum and remove it. Let the top dry on its end, and once fully dry, place the manifold back on the shelf.
  • Evaporator – Place needles in the beaker to be combusted.
  • Tube-A, Tube-B, Tube-C, Tube-D, Tube-E, and other aqueous solutions – Aqueous hazardous waste
  • Organic solvents (waste tubes with hexane and 2-propanol) – Organic hazardous waste
  • All PCB-exposed disposable glassware, foil, GC vials, and gloves – Blue PCB hazardous waste container.
  • Serological pipette – glass hazard container.
ARCHIVING OF ALL SAMPLE EXTRACTS
ARCHIVING OF ALL SAMPLE EXTRACTS
Recap the samples after the GC-MS/MS or GC-ECD analysis.
Store all samples, including the solvent blank, in a solvent-proof -20°C freezer until the data are published.
Note: Do not store samples in a regular -20°C freezer because solvent vapors will destroy the freezer over time.
Protocol references
References for synthesis and authentication of chemicals and standards

Dhakal, K.; He, X.R.; Lehmler, H.J.; Teesch, L.M.; Duffel, M.W.; Robertson, L.W. Identification of sulfated metabolites of 4-chlorobiphenyl (PCB3) in the serum and urine of male rats. Chem Res Toxicol 2012, 25, 2796-2804.
Dhakal, R.; Li, X.S.; Parkin, S.R.; Lehmler, H.-J. Synthesis of mono-and dimethoxylated polychlorinated biphenyls derivatives starting from fluoroarene derivatives. Environ Sci Pollut Res 2020, 27, 8905-8925.
Hudlicky, M. An Improved Apparatus for the Laboratory Preparation of Diazomethane. J. Org. Chem. 1980, 45, 5377.

Li, X.S.; Holland, E.B.; Feng, W.; Zheng, J.; Dong, Y.; Pessah, I.N.; Duffel, M.W.; Robertson, L.W.; Lehmler, H.J. Authentication of synthetic environmental contaminants and their (bio)transformation products in toxicology: polychlorinated biphenyls as an example. Environ Sci Pollut Res 2018, 25, 16508-16521.

Sigma Aldrich, 2003, “AL-180: Diazald, MNNG and Diazomethane Generators. http://www.sigmaaldrich.com/aldrich/bulletin/AL-180.pdf

Zhu, Y.M.; Mapuskar, K.A.; Marek, R.F.; Xu, W.J.; Lehmler, H.J.; Robertson, L.W.; Hornbuckle, K.C.; Spitz, D.R.; Aykin-Burns, N. A new player in environmentally induced oxidative stress: polychlorinated biphenyl congener, 3,3-dichlorobiphenyl (PCB11). Toxicol Sci 2013, 136, 39-50.

References for extraction protocols

Hu X, Lehmler HJ, Adamcakova-Dodd A, Thorne PS. Elimination of inhaled 3,3'-dichlorobiphenyl and the formation of the 4-hydroxylated metabolite. Environ Sci Technol. 2013, 47(9):4743-51.

Li X.S., Hefti M.M., Marek R.F., Hornbuckle K.C., Wang K., Lehmler H.J. Assessment of Polychlorinated Biphenyls and Their Hydroxylated Metabolites in Postmortem Human Brain Samples: Age and Brain Region Differences. Environ Sci Technol. 2022, 56(13):9515-9526.

Li X.S., Breese, N.M., Lehmler H.J. 2024, Liquid-liquid extraction of 3,3'-dichlorobiphenyl (PCB11) and its hydroxylated metabolites from animal tissues.  protocols.io  https://dx.doi.org/10.17504/protocols.io.36wgq3w8xlk5/v1

Marek R. F.; Thorne P. S.; DeWall J.; Hornbuckle K. C. Variability in PCB and OH-PCB serum levels in children and their mothers in urban and rural U.S. communities. Environ. Sci. Technol. 2014, 48, 13459–13467.

Milanowski B.; Lulek J.; Lehmler H.-J.; Kania-Korwel I. Assessment of the disposition of chiral polychlorinated biphenyls in female mdr 1a/b knockout versus wild-type mice using multivariate analyses. Environ. Int. 2010, 36, 884–892.