Journal:Cannabis contaminants limit pharmacological use of cannabidiol

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Full article title Cannabis contaminants limit pharmacological use of cannabidiol
Journal Frontiers in Pharmacology
Author(s) Montoya, Zackary; Conroy, Matthieu; Vanden Heuvel, Brian D.; Pauli, Christopher S.; Park, Sang-Hyuck
Author affiliation(s) Colorado State University–Pueblo
Primary contact Email: sanghyuck dot park at csupueblo dot edu
Editors Khan, Tanveer A.
Year published 2020
Volume and issue 11
Article # 571832
DOI 10.3389/fphar.2020.571832
ISSN 1663-9812
Distribution license Creative Commons Attribution 4.0 International
Website https://www.frontiersin.org/articles/10.3389/fphar.2020.571832/full
Download https://www.frontiersin.org/articles/10.3389/fphar.2020.571832/pdf (PDF)

Abstract

For nearly a century, cannabis has been stigmatized and criminalized across the globe, but in recent years, there has been a growing interest in cannabis due to the therapeutic potential of phytocannabinoids. With this emerging interest in cannabis, concerns have arisen about the possible contaminations of hemp with pesticides, heavy metals, microbial pathogens, and carcinogenic compounds during the cultivation, manufacturing, and packaging processes. This is of particular concern for those turning to cannabis for medicinal purposes, especially those with compromised immune systems. This review aims to provide types of contaminants and examples of cannabis contamination using case studies that elucidate the medical consequences consumers risk when using adulterated cannabis products. Thus, it is imperative to develop universal standards for cultivation and testing of products to protect those who consume cannabis.

Keywords: cannabis, cannabidiol, cannabis contaminants, hemp, phytocannabinoids

Introduction

Phytocannabinoids have garnered global attention recently due to the therapeutic potentials in Parkinson’s disease[1], schizophrenia[2], cancers[3][4], pain, anxiety, depression, and other neurological disorders[5], as well as the Food and Drug Administration (FDA) approval of Epidiolex for Dravet syndrome[6] and Lennox-Gauss Syndrome.[7] As of 2019, a total of 33 states, the District of Columbia, Guam, Puerto Rico, and the U.S Virgin Islands have approved cannabis for medicinal purposes, and 21 states are considering bills that would decriminalize it under legislative action. With recent legalization in Canada in 2019, more countries are beginning to question the rationale behind criminalizing cannabis.[8] As interest in cannabis expands around the globe, many issues have arisen concerning the lack of cultivation standards and overall quality control of cannabis products. Recently the United States Pharmacopeia (USP) formed a Cannabis Expert Panel, which has evaluated specifications necessary to define key cannabis quality attributes, including limits for contaminants such as pesticide residues, microbial pathogen levels, mycotoxins, and elemental contaminants, based on toxicological considerations and aligned with the existing USP procedures for general tests and assays.[9] Aside from inaccuracy in labeling phytocannabinoid content, it has been reported that cannabis and derived products are often contaminated by microbes, heavy metals, pesticides, carcinogens, and debris, which must be addressed to ensure the safety of consumers (Table 1).[10][11]


Tab1 Montoya FrontPharm2020 11.jpg

Table 1 List of cannabis contaminants and sources, target/mechanism, and its respective risks to human health. GABA = γ-amino butyric acid.

These contaminants are imminent threats that directly impact public health and wellness, particularly to the immunocompromised and pediatric patients who take cannabis products as a treatment for numerous human disorders, including cancer patients and those suffering from epileptic seizures.[12] To increase public awareness, we provide examples of contamination, its medical consequences reported in clinical research, and then suggest that each risk category be analyzed for best practices to limit exposure of contaminants to the consumer. We recommend hemp producers, manufacturers, medical professionals, and legislators recognize this risk and establish regulatory measures to educate the public and lessen the adverse effects caused by the contaminants in cannabis, particularly in cannabidiol (CBD)-based products.

Labeling inaccuracy

Mislabeling of phytocannabinoid profiles in CBD products is one of the major concerns to consumers.[13] Inaccurate reporting of the cannabinoid content risks exposing medicinal users to phytocannabinoids of which they have no intent to consume, namely Δ-9-tetrahydracannabinol (THC).[14] This is of particular concern within pediatric patients, as THC intoxication has been shown to alter development of white matter in the brain[15], affect cognitive functioning[16][17], and affect learning and memory within adolescents.[18]

Despite some U.S. states like Colorado having a 15% allowable reporting variance of the phytocannabinoid content on CBD product labels[19], measured contents often exceed this range. For example, a recent study shows that 69% of 84 CBD products purchased from 31 American online retailers were inaccurately labeled for CBD: 26% were overlabeled, whereas 42% were underlabeled for CBD concentration.[20] Additionally, 64% of 14 CBD products sold in the European Union (EU) market presented different cannabinoid profiles from the declared amount.[21] Inaccuracies are also found on labels of hemp-type cannabis sold in the Netherlands, with measured THC and CBD deviating from label claims by 8%–99% in CBD oil samples obtained from patients.[13] In Germany, an analysis of 67 CBD product samples found that 25% of samples were contaminated with residual THC above the lowest level of observable effects, or the lowest level that is known to cause physiological effects in humans (2.5 mg/day).[22] In a recent analysis of 25 CBD oil products purchased in Mississippi, only three of the 25 were within ±20% of label claim, 15 were below the stated claim for CBD, two exceed these claims by more than 50%, and THC content for three products exceeded the 0.3% legal limit.[23]

There are also concerns for edible cannabis products (e.g., gummies, cookies, etc.) containing under- and overreported phytocannabinoid content, specifically THC.[24] In states where cannabis is legal for recreation, these edible products are tested for overall THC potency in addition to dose-specific potency of THC to be sure these products stay under 100 mg total THC with no more than 10 mg of THC per dose.[25] However, in hemp, there is no regulating body overseeing this testing, therefore the responsibility to test CBD edibles is left to each product manufacturer to ensure compliance of cannabinoid content limits, which is often neglected.[25] While currently CBD and THC are the only cannabinoids required to be labeled, it may be beneficial to include the profile of acidic forms of THC and CBD, as well as some representative minor cannabinoids such as cannabigerol (CBG), cannabichromene (CBC), or possibly some of the short chain versions of these referred to as "-varin cannabinoids" (e.g., tetrahydrocannabivarin [THCV] and cannabidivarin [CBDV]) on these labels. These minor cannabinoids are shown to have some therapeutic effects that could be enhanced in combination with other major cannabinoids.[26]

Microbial contamination

Cannabis is associated with various types of microbes, including molds that have been shown to harm immunocompromised patients, as well as bacteria and viruses that have the potential of causing harm to humans. A recent metagenomics study on 15 medicinal Cannabis plants shows that cannabis is associated with a wide range of epiphytic and endophytic microbial communities, including several toxigenic bacterial and fungal species.[27] While most of the microbes found to be in association with cannabis are likely beneficial to the plant in some way or are phytopathogens, several bacterial species have been identified that could be opportunistic pathogens in humans.[27] While there are currently no reports of bacterial infection caused by contaminated cannabis, several examples of fungal contamination, namely the Aspergillus species, are found in the literature and pose a threat to human health.[27] In this section, the authors will introduce some of the possible human pathogenic microbial species and their relevant case studies.

Fungal contaminants

Previous studies have identified several fungal organisms in dispensary-produced cannabis, including species of Penicillium (P. paxilli, P. citrinum, P. commune, P. chrysogenum, P. corylophilum, P. citrinum, and P. steckii), Aspergillus (A. terreus, A. niger, A. flavus, A. versicolor, A. ostianus, and A. sydowii), and Fusarium (F. oxysporum).[27][28] Both Penicillium and Aspergillus species have been known to produce aflatoxins (e.g., aflatoxin B1), while Fusarium species produce other mycotoxins such as fumonisin.[29][30] Cannabis infected with Aspergillus, Penicilium, or Fusarium can severely affect human health as these toxins can all be carcinogenic, hepatotoxic, neurotoxic or nephrotoxic.[31][32][33] The toxicological action depends on various factors, including the mode of exposure and the susceptibility of the infected individual, with immunocompromised patients having the highest risk of infection.[31] In general, these toxins are carcinogenic as they commonly interact with guanine moieties in DNA forming a variety of DNA adducts, which often leads to deterioration of the liver.[31]

Case study 1

Penicilliosis (today known as talaromycosis), a fungal infection due to Penicillium species, is rare in immunocompetent people but is found in immunocompromised individuals[34], and it is commonly the cause of death for human immunodeficiency virus (HIV) positive and other immunocompromised patients.[35] Currently, no reports of penicilliosis caused by cannabis are found in the literature; however, immunocompromised individuals should be cautious using cannabis products as several species known to cause this condition have been found in cannabis flowers and products.[27][28]

Case study 2

Aspergillus species are the most common fungi to cause invasive infection in the immunocompromised. This is concerning as Aspergillus-infected cannabis has been previously directly linked to human disease.[36] A case study showed that a patient with lung cancer used illicitly obtained cannabis as an antiemetic agent during chemotherapy and developed invasive pulmonary aspergillosis that caused death in 19 days after diagnosis.[37] Many of the recent metagenomic studies of cannabis show that Aspergillus species are still pervasive in cannabis, which may pose a considerable risk to the consumer, especially the immunocompromised.[27]

Case study 3

Fusarium species are common environmental fungi, capable of causing infections in both animals and plants.[33] Humans infected by Fusarium present with a wide range of symptoms, including fever, neutropenia, pneumonia, sinusitis, or, in some immunocompromised patients, disseminated disease.[38] Fusarium can cause a pulmonary infection that could result from the inhalation of conidia[39], a spore produced by these asexual fungi, which is consistent with the following case. A 2019 case study in an immunocompromised patient with acute myeloid leukemia (AML), who developed invasive disseminated fusariosis, has proven infection by this fungus is fatal.[38] The patient initially presented with painless lesions on her arms and legs, that darkened, grew, and spread to her trunk and all extremities. The patient elected to discontinue treatment and passed two weeks after transitioning to hospice care.[38]

There are limited case studies demonstrating cannabis causing fusariosis; however, there are a plethora of studies that have found Fusarium to be in direct relationship with Cannabis plants.[28][30] In fact, starting in the late 1970s through the 1980s, F. oxysporum was physically distributed across the United States to combat illegal cannabis farming.[28] While this was intended as a short-term biological control, it has inevitably caused this organism to continually infect legal hemp and cannabis farms today, which may negatively impact the quality of cannabis grown in legal markets.

In addition to pathogenesis in humans by these fungi, Penicillium, Aspergillus, and Fusarium species are known to produce both aflatoxins and mycotoxins that become especially problematic while drying and storing cannabis products in humid environments.[10][40] Several cannabis drying strategies, such as sweat curing, make samples more susceptible to contamination from various types of Aspergillus because of relatively high water activity inside the stacked plant materials.[10] Sweat curing is not as commonly practiced today; however, there have still been recent reports of unacceptable levels of fungal spores in products grown in both indoor and outdoor facilities.[10] This indicates some current methods of cultivation and curing still leave the plant susceptible to fungal infection.[41] As such, standard testing procedures of fungal mycotoxins in cannabis for both the hemp- and drug-type markets must be developed and are imperative to best protect the consumer, especially those with a compromised immune system using cannabis as a therapy.

Bacterial contaminants

Bacterial contamination is less of a direct health threat to cannabis users than fungus and molds, but there have been potentially pathogenic species identified in a few recent studies.[10][27][42] A study of five cannabis cultivars had shown that most species of bacteria were identified from samples of endorhiza-, rhizosphere-, and bulk soil-associated microbiomes more so than from other regions of the plant. These bacteria contaminates include various species of Pseudomonas, Cellvibrio, Oxalobacteraceae, Xanthomonadaceae, Actinomycetales, and Sphingobacteriales in the examined microbiomes.[43] Another study shows a variety of potential human pathogens, including Acinetobacter baumannii, Escherichia coli, Pseudomonas aeruginosa, Ralstonia pickettii, Salmonella enterica, Stenotrophomonas maltophilia, and Clostridium botulinum, in the flowers of medicinal cannabis plants grown at indoor facilities in Massachusetts, Maine, and Rhode Island.[27] Endophytic bacterial taxa have also been identified that may provide fungal resistance and other fitness-related traits to cannabis through secondary metabolite production, some of which could be used in growth promotion and/or in biological control designed experiments.[44] Although some bacteria have been shown to be beneficial to cultivation, the possible pathogenic species that have been associated with cannabis are of greater concern, specifically the risk these species pose to consumers.

While dozens of bacterial species have been found to be present in cannabis plants, E. coli, Salmonella, and Clostridium are a few common potential human pathogenic species shown to be associated with cannabis.[27] Escherichia coli infection has potential to cause a wide range of diseases depending on the strain encountered, including meningitis in infants, enteritis, and diarrhea.[45][46][47] Exposure to Salmonella can cause bacterial infection with symptoms including diarrhea, vomiting, fever, and enteritis.[29] Clostridium can cause botulism, a rare disease with symptoms including cranial nerve palsies and flaccid paralysis of voluntary muscles, with potential progression to respiratory illness and death.[48]

There are also concerns for the contamination of cannabis food products by potentially harmful bacteria, including Listeria.[49] Species of Listeria have been shown to be opportunistic pathogens that most commonly cause food poisoning or listeriosis; however, if infecting the central nervous system, these bacterium can induce encephalitis or mimic idiopathic inflammatory demyelinating disease.[50] Though the presence of these bacteria have been reported as highly prevalent in cannabis[10], current literature does not reflect any opportunistic infection caused by use of bacterial-contaminated cannabis products. Still, the presence of human pathogenic bacteria on cannabis presents a possible risk to the consumer, especially the immunocompromised, and therefore ways to limit bacterial contamination should be explored.

Viral contaminants

Our literature searches yielded no reports of human pathogenic viral contamination of cannabis, but other crops have shown contamination by various noroviruses, rotaviruses, and enteroviruses, causing enteric diseases in humans.[51][52] Viruses found to be associated with cannabis are purely plant pathogens, and it is not assumed that these could cause human related diseases.[10] However, human handling in this industry is frequent, and it is possible that the product could be contaminated with a human pathogen through contact. While no reported cases of viral infection caused by cannabis use are found in the literature, this is not a largely explored area of research and should be considered in future studies. It is possible that human viral pathogens will be identified through further metagenomic studies of cannabis, and until the risk of disease can be ruled out, viral contamination should be considered possible.

Heavy metal contamination

A variety of heavy metals have been found in Cannabis plants and products made with cannabis (e.g., tinctures and oils), including cadmium, lead, mercury, magnesium, and copper.[10][11][53][54][55] Cannabis plants have been shown to hyperaccumulate and incorporate these metals into tissues throughout the plant and have been previously explored for their ability to bioremediate contaminated soils.[10] Most heavy metals have low biodegradability, which allows them to bioaccumulate up the food chain and persist in the body long-term, causing a wide range of health problems.[56] Furthermore, many heavy metals have been shown to have fatal effects in humans when exposed both acutely or chronically, causing a plethora of diseases, such as cancers and neurological disorders.[29] While Colorado and California do require heavy metal testing in cannabis, without similar requirements in place to test for such heavy metal contamination in hemp and CBD products, many people are at risk of exposure to toxic levels of heavy metals. At the greatest risk for detrimental effects from heavy metal contamination are those using CBD as a medical treatment, including children suffering from pediatric epilepsy and the various conditions leading to compromised immune systems. Thus, the authors aim to identify medical consequences of exposure to three major heavy metal contaminants found in cannabis (i.e., cadmium, lead, and mercury) with a corresponding case study for each.

Cadmium

Cadmium is a soft, bluish-white heavy metal that is mainly obtained from zinc ore processing. It has a long biological half-life of 14 to 24 years, and bioaccumulates in the human body when chronically exposed.[57] The impact of exposure to cadmium-containing products and cadmium-containing fertilizers on humans remains a major concern.[58] Leafy and root vegetables, grains, and tobacco bioconcentrate cadmium from the soil, resulting in exposure through diet and smoking.[58] Cadmium is generally found in higher levels in urine, blood, fat, and lung tissues of tobacco smokers, which correlates with length of time as a smoker.[57] It has also been shown that application of phosphate fertilizers targeted for cannabis growth increases the uptake of cadmium by cannabis when grown in cadmium-contaminated soils, though the mechanism is not yet clear.[59] Currently, no cases of cadmium-contaminated cannabis causing health problems are found in the literature; however, there are several diseases that have been associated with exposure to cadmium through smoking and diet, including periodontal disease[60], pancreatic cancer[61], and diabetes.[62] Most severely, chronic exposure causes Itai-Itai disease, which is characterized by intense bone pain, a disrupted gait, and numbness in all extremities.[63] Cannabis products are not likely to be contaminated enough to cause disease as severe as Itai-Itai disease, but because cannabis can hyperaccumulate cadmium, it should still be considered hazardous and tested for in cannabis products.

Lead

Lead is a silver to dark gray, soft, malleable, corrosion-resistant heavy metal and is one of the earliest metals discovered.[64] Lead has been used in automobile, paint, ceramic, and plastic manufacturing, and because lead is nonbiodegradable, it persists in the environment.[64] Lead can have a variable biological half-life from 30 days for lead in the blood and up to 30 years for lead deposited into bone, which is usually a sign of chronic exposure.[65] Not only has lead been found in cannabis, but also the uptake of lead has been shown to increase in cannabis grown in contaminated soils[59], especially in contaminated urban environments.[66] Once lead enters the body, it can interact with almost every organ; however, its effects on the central nervous system are the most severe.[65] Lead acts as a calcium analog interfering with ion channels of mammalian neurons.[5] It has also been observed that lead is a potent reversible and selective blocker of voltage-dependent calcium channels even at low concentrations in human neurons.[5][65] Lead contamination of cannabis products sold in legal markets will likely be due to the cultivation of cannabis in contaminated soils, but lead has been deliberately added to cannabis as well. This is highlighted by an incident of massive lead poisoning in Leipzig, Germany where lead was intentionally added to cannabis attempting to increase its mass and in turn its street value, which caused 35 people to be treated for blood lead levels up to 1,063 µg/L.[54] Symptoms experienced by these patients included nausea, acute colic, formation of a lead seam along the dental margin, peripheral neuropathy, loss of appetite and weight, as well as chronic fatigue and exhaustion.[54] An additional 597 cannabis users in the area of Leipzig reported for a screening program initiated by the local health office, of which 27% of patients were found to have levels exceeding human biomonitoring values (above 250 µg/L for men and 150 µg/L for premenopausal/fertile women), also necessitating treatment.[54] Lead contamination of cannabis products should be avoided and considered a major health risk to all users.

Mercury

Mercury is another hazardous heavy metal found in cannabis, silver in color, the only liquid metal at standard temperature (0° C or 273.15 K) and pressure (1 atm, 101.3kPa, or 760 mmHg) in its elemental form (Hg); however, it is also frequently found in organomercury compounds such as methylmercury, which is considered highly poisonous and deleterious to humans when ingested.[67] In this organomercury form, methylmercury bioaccumulates in the human body, and has a biological half-life of up to 80 days for methylmercury that does not cross the blood brain barrier.[68] However, after crossing the blood brain barrier, methylmercury persists for decades in the brain after the cessation of exposure.[69] Mercury has been found at up to 440 ng/g of dry mass of cannabis grown in volcanic soils in Hawaii.[10] This is cause for concern as smoking cannabis products greatly increases the risk of heavy metal toxicity, with mercury being absorbed 10 times more efficiently by the lungs than the gut.[10] Chronic human exposure to mercury vapor results in a variety of symptoms, largely neurological, including forgetfulness, irritability, restricted visual fields, tremors, and paranoia.[53] Considering the health risks, it is in the interest to all cannabis users that mercury contamination be avoided as it would have detrimental effects on all exposed.

Pesticide contamination

While many claim cannabis is naturally a pest-resistant crop[70][71], there is still abundant use of various types of pesticides to provide protection, including insecticides, fungicides, and plant growth regulators.[10][42] Unlike most crops that are grown in the United States, there are no federal guidelines provided by the Environmental Protection Agency (EPA) as to which pesticides or how much should be used on cannabis.[72] However, with the recent federal legalization of hemp in the U.S. under the 2016 and 2019 Farm Bills, the EPA has approved a limited number of pesticides for use with hemp-producing Cannabis plants in the U.S.[73] Previous to the release of this list, a lack of regulation led to the widespread use of hazardous pesticides, including bifenazate, myclobutanil, and daminozide, as well as several others intended for ornamental plants and which are not approved for human consumption.[10] For example, the pesticide contents of 26 cannabis samples obtained from Washington dispensaries were investigated, and 84% of the cannabis samples analyzed were found to contain up to 24 agents of insecticides, miticides, fungicides, insecticidal synergists, and plant growth regulators.[74] Also in 2016, it was found that 49% of cannabis samples obtained from California dispensaries contained pesticides that are purely for ornamental plants, including abamectin and bifenazate.[10] In 2016, it was also shown that Guardian pesticides, which were marketed as all-natural and containing only safe-to-consume chemicals like cinnamon oil and citric acid, did in fact contain abamectin.[10] Furthermore, it has been shown that 69% of the pesticides used in cultivation stay in cannabis during smoking and can create toxic pyrolytic side products, suggesting that pesticide-contaminated cannabis may pose a significant toxicological threat to its users.[75]

As many of these pesticides are lipophilic, they are soluble in the solvents used for extraction of cannabinoids, including CBD oils and other products using extracted cannabinoids. Naturally, this leads to concerns about contamination of cannabis with pesticides and the potential health risks that would accompany concentrating these pesticides in an extract. The authors provide examples of a few compounds found in cannabis from each class of pesticide and the potential health risks posed by each. While it is well beyond the scope of this paper to review all types of pesticides used to treat cannabis, it is clear that pesticides associated with cannabis and their individual health risks should be considered as important to growers and user alike. For the health of consumers, particularly those with compromised immune systems utilizing cannabis for its therapeutic properties, it is imperative that a standard protocol continue to be developed for the safe use and testing of pesticides in cannabis.

Insecticides

Bifenazate and abamectin are two commonly identified insecticides found on cannabis products that are known to be harmful to mammals.[76] Bifenazate, a spider miticide, is not considered to be acutely toxic, though it is considered to be toxic when chronically exposed to mammals.[77] In animal feeding studies, weight gain in males and weight loss in females were reported in response to chronic exposures of bifenazate in their diets.[78] Furthermore, bifenazate has only been approved for use on ornamental plants in the U.S., so the EPA has not released any information regarding human mutagenicity for this compound. Abamectin, a macrocyclic lactone, is generally considered safe with toxicity arising only after ingestion of large quantities and is approved for edible plants.[79] Although the exact mechanisms remain unclear, there is evidence that macrocyclic lactones in large doses may pass through the blood-brain barrier to produce γ-amino butyric acid -mimetic (GABA) toxicity-like effects.[79] Current gaps in the knowledge of the long-term effects of these compounds still exist, but cell culture and animal studies continue to shed new light on the overall health impacts of these compounds. Until these compounds are shown to be harmless when inhaled or ingested, their application to cannabis should be limited or ceased entirely to best protect the consumer's health.

Fungicides

Several fungicides have been reported in samples of cannabis all over the world, including known endocrine disruptors and hepatoxic compounds like imazalil and myclobutanil, respectively.[10][42] These fungicides are often found in higher concentrations in samples obtained from indoor grow facilities than outdoor operations.[10] As many medicinal cannabis cultivators are now using indoor facilities to cultivate hemp for CBD products year-round, this is a cause for concern in both the hemp- and drug-type markets.

Imazalil—also known as enilconazole—and myclobutanil have both been used to prevent fungal infection in cannabis.[10] Imazalil, a systemic fungicide used to control powdery mildew and other mold or fungal infections in crop plants, has been shown to be an androgen receptor agonist and endocrine disruptor in mammals.[80] It can cause detrimental mutations in genes controlling cholesterol metabolism and androgen conversion to estrogen that carry on and persist into the following generations in mammals.[81][82] Myclobutanil is an inhibitor of ergosterol production in fungus, which is essential for the formation of fungal cell walls.[83] In addition to being detrimental to fungi, myclobutanil can also inhibit cholesterol synthesis in mammals at high doses.[83][84] Neither of these compounds have been extensively studied in humans, but what is known about their effects on mammalian systems is cause for concern. These fungicides should not be considered safe to use for any cannabis cultivation, and their application should be avoided to protect the health of the consumer.


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Notes

This presentation is faithful to the original, with only a few minor changes to presentation. Some grammar and punctuation was cleaned up to improve readability. In some cases important information was missing from the references, and that information was added. The original article lists references in alphabetical order; this version lists them in order of appearance, by design. A citation for Gorai et al. is found in the original references and in Table 1, but it is not included in-line in the original text; it has been inserted where it should presumably go for this version. The extremely long nomenclatures for bifenazate, abamectin, imazalil, and other pesticides that are included in the original article are omitted for this version for the sake of brevity, as they add little to the overall intent of the article.