Tag Archives: analytics

By Dr. Edward F. Askew

Editor’s Note: The views expressed in this article are the author’s opinions based on his experience working in the laboratory industry. This is an opinion piece in a series of articles designed to highlight the potential problems that clients may run into with labs.

This article is the first in a series that will look into the risks any user of laboratory services (growers, processors or dispensary owners) will face from the quality systems in place in the laboratory. I will discuss specific risk areas in clear and understandable language so as to not obscure the substance of the article series with abbreviations and nomenclature that is not familiar with the reader. Subjects of the articles that follow will focus on the specific laboratory certification or accreditation requirements and how the user may find out if their risks are addressed. As these articles are meant to be interactive with the reader, users are encouraged to send questions or suggested topics to the author.

This article will be an introduction to the typical laboratory process that generates the “paperwork wall” and how it might impact the user.My experience with laboratory certification or accreditation (difference between the two discussed later in this article) comes from over 30+ years in the environmental chemistry field. My experiences include working under the Clean Water Act, Safe Drinking Water Act, FIFRA (pesticides) and ISO 17025 laboratory analyses and laboratory management. I have also received training to perform ISO 17025 and EPA Drinking Water audits. During this time I have been audited as a laboratory analyst/laboratory manager and have performed audits.

As such, I can open up the laboratory structure beyond the sterile “paperwork wall” that has been constructed to allow the user to see the quality of data that is used in final reports that can wreak havoc. This article will be an introduction to the typical laboratory process that generates the “paperwork wall” and how it might impact the user.

One of the common misconceptions that a user has with a “certified or accredited” laboratory is that procession of a certificate indicates that ALL laboratory analyses produced are accurate and precise. I liken this to the “paperwork wall” that laboratories produce when the user questions any results reported to them. The laboratory management assumes that they have answered the user complaint (i.e. a certified/accredited laboratory cannot make a mistake) and the user will not pursue further questions once the certificate is produced.Accreditation does not guarantee that the laboratory personnel can perform the analyses the user is paying for; just that the laboratory’s paperwork has been audited.

First off, let’s look at what the difference between the terms certified laboratory vs. accredited laboratory. These simple words mean specifically different types of laboratories. According to the NIST National Voluntary Laboratory Accreditation Program (NVLAP):

Certification is used for verifying that personnel have adequate credentials to practice certain disciplines, as well as for verifying that products meet certain requirements.
Accreditation is used to verify that laboratories have an appropriate quality management system and can properly perform certain test methods (e.g., ANSI, ASTM, and ISO test methods) and calibration parameters according to their scopes of accreditation.

So, how does that impact the user?

If your state or 3rd party certificate only accredits a laboratory, then the accreditation agency only inspects the laboratory’s quality program as it applies to written documents and static equipment. (e.g. The quality manual is written and the standard operating procedures (SOPs) are in place).
Accreditation does not guarantee that the laboratory personnel can perform the analyses the user is paying for; just that the laboratory’s paperwork has been audited.
Certification on the other hand says that the laboratory personnel are qualified to perform the laboratory analyses and that the final laboratory results meet specific (certain) requirements. In other words, the laboratory’s quality plan and SOPs are met.

There are three different paths that are utilized by state cannabis control agencies to accredit or certify a cannabis laboratory.

ISO 17025: The ISO laboratory quality standard for laboratory accreditation is the most broadly used. ISO 17025 is an international standard and its implementation in the United States is regulated by ILAC. There are three 3rd party companies that audit for and award ISO 17025 accreditation certificates. They are Perry Johnson Laboratory Accreditation Inc., ANAB and A2LA.
TNI: The NELAC Institute standards are utilized by one state to handle their cannabis laboratory accreditation.
States: Some states have tried to blend an ISO 17025 requirement with their own state’s certification requirements to produce a mixed accreditation-certification program. But, this type of program may rely on two or more agencies (e.g. ISO 17025 3rd party auditors communicating with state auditors) to cover all specific laboratory areas.

In two of the paths above, the final result is that the laboratory receives accreditation. That means that only the quality management system and the scope (e.g. SOPS, laboratory instruments, etc.) have been audited, not the laboratory personnel or their capabilities. The third pathway may produce a certified laboratory or may not.

To provide an example of where an accredited laboratory followed their paperwork but produced inadequate results:

I received a laboratory report for organic chemical analyses of a client’s process.
- The laboratory results placed the user in noncompliance with the state and federal regulatory limits.
- But, the laboratory result contained data flags (e.g. additional information that explains why the laboratory result failed the laboratory’s quality requirements).
- The laboratory still received payment from the user as the laboratory performed the analyses.
I had to explain to the regulatory agency that some of the data flags when investigated showed:
- The laboratory failed to use the approved analytical method.
- The detection level for the regulatory chemical was so low that the laboratory had no instrument capable to see those chemicals at the concentrations reported by the laboratory.
The state regulators accepted the explanation I provided and the user was no longer under a regulatory administrative order.
But, when I presented this information to the accreditation agency that accredited this laboratory I was informed:
- The laboratory flagged the data so it can be reported to the user.
- If the user wanted more from the laboratory, then the user will have to outline their specific requirement in a quality contract with the laboratory. (i.e. If the laboratory identifies the problems then they can report the data no matter what happens to the user).

So now, what is being done behind the “paperwork wall”? Areas such as those listed below can impact the results received by the user.

Laboratory quality culture: What does the laboratory staff think about quality in their normal daily work?
Laboratory staff competence: What is the level of training and real world competence of the staff that actually works on the analyses?
Laboratory capabilities: Does the laboratory actually have the laboratory instruments and equipment that can perform the analyses the user needs?
Laboratory quality control parameters: What is in the quality manual and does it make sense?
Laboratory analytical method validation: Are the analytical methods used by the laboratory validated by approved statistical procedures?

What should the user have in place to limit their risks from laboratory analyses?

Failsafe sampling preparation plans: Make sure the user samples for the laboratory are collected correctly.
Failsafe’s on laboratory sample reports: Protect the user from bad laboratory reports.
User auditing of the laboratory: Go to the laboratory and see if the laboratory can pass muster.

What’s Next: The next article will go behind the laboratory “paperwork wall” to detail the culture that impacts the user results negatively and how that can be recognized. Follow-up articles will help users developing quality plans that identify risks and how to limit them.

June 11, 2018

The Four Pillars of Cannabis Processing

By Christian Sweeney

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Cannabis extraction has been used as a broad term for what can best be described as cannabis processing. A well-thought-out cannabis process goes far beyond just extraction, largely overlapping with cultivation on the front-end and product development on the back-end¹. With this in mind, four pillars emerge as crucial capabilities for developing a cannabis process: Cultivation, Extraction, Analytics and Biochemistry.

The purpose and value of each pillar on their own is clear, but it is only when combined that each pillar can be optimized to provide their full capacities in a well-designed process. As such, it is best to define the goals of each pillar alone, and then explain how they synergize with each other.

At the intersection of each pillar, specific technology platforms exist that can effectively drive an innovation and discovery cycle towards the development of ideal products.Cultivation is the foundation of any horticultural process, including cannabis production. Whether the goal be to convert pigments, flavors or bioactive compounds into a usable form, a natural process should only utilize what is provided by the raw material, in this case cannabis flower. That means cultivation offers a molecular feedstock for our process, and depending on our end goals there are many requirements we may consider. These requirements start as simply as mass yield. Various metrics that can be used here include mass yield per square foot or per light. Taken further, this yield may be expressed based not only on mass, but the cannabinoid content of the plants grown. This could give rise to a metric like CBD or THC yield per square foot and may be more representative of a successful grow. Furthermore, as scientists work to learn more about how individual cannabinoids and their combinations interact with the human body, cultivators will prioritize identifying cultivars that provide unique ratios of cannabinoids and other bioactive compounds consistently. Research into the synergistic effect of terpenes with cannabinoids suggests that terpene content should be another goal of cultivation². Finally, and most importantly, it is crucial that cultivation provide clean and safe materials downstream. This means cannabis flower free of pesticides, microbial growth, heavy metals and other contaminants.

Extraction is best described as the conversion of target molecules in cannabis raw material to a usable form. Which molecules those are depends on the goals of your product. This ranges from an extract containing only a pure, isolated cannabinoid like CBD, to an extract containing more than 100 cannabinoids and terpenes in a predictable ratio. There are countless approaches to take in terms of equipment and process optimization in this space so it is paramount to identify which is the best fit for the end-product¹. While each extraction process has unique pros and cons, the tunability of supercritical carbon dioxide provides a flexibility in extraction capabilities unlike any other method. This allows the operator to use a single extractor to create extracts that meet the needs of various product applications.

Analytics provide a feedback loop at every stage of cannabis production. Analytics may include gas chromatography methods for terpene content³ or liquid chromatography methods for cannabinoids^{3, 4, 5}. Analytical methods should be specific, precise and accurate. In an ideal world, they can identify the compounds and their concentrations in a cannabis product. Analytics are a pillar of their own due simply to the efforts required to ensure the quality and reliability of results provided as well as ongoing optimization of methods to provide more sensitive and useful results. That said, analytics are only truly harnessed when paired with the other three pillars.

Biochemistry can be split into two primary focuses. Plant biochemistry focuses back towards cultivation and enables a cannabis scientist to understand the complicated pathways that give rise to unique ratios of bioactive molecules in the plant. Human biochemistry centers on how those bioactive molecules interact with the human endocannabinoid system, as well as how different routes of administration may affect the pharmacokinetic delivery of those active molecules.

Each of the pillars require technical expertise and resources to build, but once established they can be a source of constant innovation. Fig. 1 above shows how each of these pillars are connected. At the intersection of each pillar, specific technology platforms exist that can effectively drive an innovation and discovery cycle towards the development of ideal products.

For example, at the intersection of analytics and cultivation I can develop raw material specifications. This sorely needed quality measure could ensure consistencies in things like cannabinoid content and terpene profiles, more critically they can ensure that the raw material to be processed is free of contamination. Additionally, analytics can provide feedback as I adjust variables in my extraction process resulting in optimized methods. Without analytics I am forced to use very rudimentary methods, such as mass yield, to monitor my process. Mass alone tells me how much crude oil is extracted, but says nothing about the purity or efficiency of my extraction process. By applying plant biochemistry to my cultivation through the use of analytics I could start hunting for specific phenotypes within cultivars that provide elevated levels of specific cannabinoids like CBC or THCV. Taken further, technologies like tissue culturing could rapidly iterate this hunting process⁶. Certainly, one of the most compelling aspects of cannabinoid therapeutics is the ability to harness the unique polypharmacology of various cannabis cultivars where multiple bioactive compounds are acting on multiple targets⁷. To eschew the more traditional “silver bullet” pharmaceutical approach a firm understanding of both human and plant biochemistry tied directly to well characterized and consistently processed extracts is required. When all of these pillars are joined effectively we can fully characterize our unique cannabis raw material with targeted cannabinoid and terpene ratios, optimize an extraction process to ensure no loss of desirable bioactive compounds, compare our extracted product back to its source and ensure we are delivering a safe, consistent, “nature identical” extract to use in products with predictable efficacies.

Using these tools, we can confidently set about the task of processing safe, reliable and well characterized cannabis extracts for the development of world class products.

[1] Sweeney, C. “Goal-Oriented Extraction Processes.” Cannabis Science and Technology, vol 1, 2018, pp 54-57.

[2] Russo, E. B. “Taming THC: potential cannabis synergy and phytocannabinoid-terpenoid entourage effects.” British Journal of Pharmacology, vol. 163, no. 7, 2011, pp. 1344–1364.

[3] Giese, Matthew W., et al. “Method for the Analysis of Cannabinoids and Terpenes in Cannabis.” Journal of AOAC International, vol. 98, no. 6, 2015, pp. 1503–1522.

[4] Gul W., et al. “Determination of 11 Cannabinoids in Biomass and Extracts of Different Varieties of Cannabis Using high-Performance Liquid Chromatography.” Journal of AOAC International, vol. 98, 2015, pp. 1523-1528.

[5] Mudge, E. M., et al. “Leaner and Greener Analysis of Cannabinoids.” Analytical and Bioanalytical Chemistry, vol. 409, 2017, pp. 3153-3163.

[6] Biros, A. G., Jones, H. “Applications for Tissue Culture in Cannabis Growing: Part 1.” Cannabis Industry Journal, 13 Apr. 2017, www.cannabisindustryjournal.com/feature_article/applications-for-tissue-culture-in-cannabis-growing-part-1/.

[7] Brodie, James S., et al. “Polypharmacology Shakes Hands with Complex Aetiopathology.” Trends in Pharmacological Sciences, vol. 36, no. 12, 2015, pp. 802–821.

June 6, 2018

EVIO Labs Expands Ahead of California Testing Deadline

By Aaron G. Biros

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In a few short weeks, the regulations in California’s cannabis market will expand to include more laboratory testing. The previous exemption for selling untested product will be eliminated come July 1^st, meaning that every product on dispensary shelves will have to be tested for a number of contaminants.

EVIO labs photo — Pesticide testing, expanded residual solvent testing and foreign materials testing will be added come July 1st.

According to William Waldrop, chief executive officer and co-founder of EVIO Labs, the state is currently finalizing a revision to the existing emergency rules, which is designed to target the potential supply bottleneck situation. “To help alleviate the bottleneck, the state is eliminating the field duplicate test on every batch of cannabis or cannabis products,” says Waldrop. “This will give the labs additional bandwidth to process more batches for testing.” So one test per batch is the rule now and batch sizes will remain the same. This, of course, is contingent on the state finalizing that revision to the emergency regulations.

William Waldrop, chief executive officer and co-founder of EVIO Labs

In addition to that change, the state will expand the types of testing requirements come July 1^st. New mandatory pesticide testing, expanded residual solvent testing and foreign materials testing are added in addition to the other tests already required.

With July 1^stquickly approaching, many in California fear the rules could lead to a major market disruption, such as the previously mentioned bottleneck. Waldrop sees the elimination of duplicate testing as a preventative measure by the state. “It is a good move for the industry because it allows labs to test more batches, hopefully reducing the bottleneck come July,” says Waldrop. Still though, with only 26 licensed laboratories in the state as of March, testing facilities will have to meet higher demand, performing more tests and working with more clients.

EVIO Labs is preparing for this in a number of ways. They already have a lab in Berkeley and are working to expand their capacity for more analyses. In addition to their lab in Berkeley, the company is working to get three more locations operational as quickly as possible. “Right now, EVIO Labs is expanding through the identification of new market locations,” says Waldrop. “We have announced the acquisition of a facility in Humboldt and we are outfitting it for state-mandated testing. We have secured a location in LA, and licensing for LA just began as of June 1^stso we are going through the local licensing process at this time. We are still moving through the licensing process for our facility in Costa Mesa as well.”

“In the meantime, we have expanded capacity of personnel in our Berkeley facility to support our client base until these other locations come online,” says Waldrop. “We are refining our business, bringing on additional equipment and more resources.” While the rules haven’t been implemented yet, Waldrop says he’s seen an uptick in business with licensed operators requesting more testing for the new July 1^ststandards.

While some might feel a bit panicky about how the new standards could disrupt the market, Waldrop says his clients are looking forward to it. “Our clients are very happy with the proposed new rules, because it reduces the cost of testing per batch, which will inherently reduce wholesale costs, making cannabis more affordable for patients and recreational users.”

May 15, 2018

A2LA Accredits First Rec Alaska Cannabis Lab

By Aaron G. Biros

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The American Association for Laboratory Accreditation (A2LA) announced recently the accreditation of The New Frontier Research (TNFR) laboratory to ISO/IEC 17025:2005. TNFR, based in Wasilla, Alaska, was previously evaluated by A2LA for competence and proficiency to perform the minimum tests required by Alaska.

TFNR is now the first recreational cannabis-testing laboratory in Alaska accredited to ISO/IEC 17025 standard. According to Roger Brauninger, A2LA biosafety program manager, this accreditation is a sign of attention to thorough science. “Cannabis testing laboratories that have gained ISO/IEC 17025 accreditation have demonstrated their competence and commitment to rigorous science,” says Brauninger. “In the greatly scrutinized recreational cannabis industry, we are pleased to have granted the first accreditation of its kind in Alaska.”

Roger Brauninger, A2LA biosafety program manager

According to the press release, the ISO/IEC 17025 accreditation is the most significant third-party lab accreditation an organization can receive. The standard confirms labs have management, quality and technical systems designed for accurate and repeatable analyses, in addition to proper administrative processes for testing.

Jessica Alexander, technical director of the TNFR laboratory, says this is the first step in many to researching the medical properties of cannabis. “By achieving ISO/IEC 17025 accreditation, The New Frontier Research believes that it advances the cannabis industry as a whole so that we can conduct legitimate research to unlock the amazing potential that this plant has for development of more effective medicines to address problems like opioid dependence and pediatric seizures,” says Alexander.

May 1, 2018

Steep Hill Announces Major International Expansion

By Aaron G. Biros

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According to a press release, the Steep Hill team announced they are expanding internationally in a big way on Monday. Steep Hill, a well-known cannabis lab-testing and research company with roots in California, announced plans for licensing agreements in Mexico, Germany, Spain, France, Italy, Switzerland and the United Kingdom.

Photo credit: Steep Hill- a petri dish of mold growth from tested cannabis

The Canadian branch of the company, Steep Hill Canada, will lead the expansion efforts into Mexico and the six European Union countries. According to Martin Shefsky, chief executive officer of Steep Hill Worldwide, they are actively looking for other operating partners in new areas as well. “I’m extremely pleased at the opportunity to partner with Steep Hill to bring safe cannabis and scientific integrity to emerging international markets,” says Shefsky. “I anticipate that before long, full legalization will be implemented throughout the European Union and our presence will enable growers, producers, processors, and retailers – to offer standardized tested cannabis for patients and consumers across the European Union, while also enabling us to create a platform to share scientific and technology developments throughout the global cannabis market.”

In 2016, Steep Hill announced new licensing agreements to expand into Washington D.C. and Pennsylvania. In August of 2017, they expanded to Hawaii and several months later announced their expansion into Oregon. “It is an exciting time for us and our investors, as we pursue this first-mover advantage in anticipation of new global cannabis import-export markets,” says Jmîchaeĺe Keller, chief executive officer and chairman of the board of Steep Hill, Inc.

“In unregulated markets, we want to be on the ground supporting the legalization and regulatory process, helping regulators avoid making the mistakes that other jurisdictions have made in the past,” Keller says. “We believe that our role as the industry standard, allows us to leverage our world-class scientific knowledge and state of the art technology to help regulators provide confidence in the marketplace that the cannabis patients consume, is both safe and effective. We look forward to collaborating closely with Martin and his group to strive for this gold standard, across all international borders.”

April 18, 2018

From The Lab

The Other Side of Cannabis: Terpenes

By Dr. Zacariah Hildenbrand, Allegra Leghissa, Dr. Kevin A. Schug

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Have you ever wondered why all beers have that strong, characteristic smell? Or why you could tell the smell of cannabis apart from any other plant? The answer is simple – terpenes.

These 55,000 different molecules are responsible for a majority of the odors and fragrances around us, from a pine forest, to the air diffuser in your house ^1–3. They all share the same precursor, isoprene, and because of that, they are all related and have similar molecular structures. Unfortunately, it is this uncanny similarity that makes their analysis so challenging; we still lack a complete list of which terpenes expected to be found in each given plant species ^1,2.

Many different methods have been developed in an effort to provide a time-optimized and straightforward analysis. Gas chromatography (GC) is usually center stage due to the volatility of the terpenes. Therefore, there is significant concern with the type of GC detector used ².

The flame ionization detector (FID) is a good quantitative detector for GC, but qualitatively it does not provide any information, except for retention time; the differentiation between terpene species is achieved solely by use of retention indices (RI), which are based on elution times from a particular GC stationary phase. The best part of the FID is its low cost, reliability, and relatively easy interface, which make it an effective tool for quality control (QC) but less so with respect to research and discovery ².

The primary choice for a research setting is the mass spectrometer (MS) detector. It is more expensive and complicated than FID, but importantly, it provides both good quantitative capabilities, and it provides mass spectra for each species that elutes from the chromatograph. However, for terpene analysis, it may still not be the best detector choice. Since terpene class molecules share many structural and functional similarities, even their fragmentation and sub-sequential identification by MS may lead to inconsistent results, which need to be confirmed by use of RI. Still, MS is a better qualitative analysis tool than the FID, especially for distinguishing non-isobaric terpenes ².

Recently, new technology based on vacuum ultraviolet spectroscopy (VUV) has been developed as a new GC detector. The VUV detector enables analysis of virtually all molecules; virtually all chemical compounds absorb light in the range in the 125-240 nm wavelength range probed by the detector, making it an essentially universal detector ^4–11. Previously, spectroscopic absorption detectors for GC have lacked sufficient energy to measure absorption of most GC-amenable species. The VUV detector fills a niche, which is complementary to MS detection in terms of the qualitative information it provides.

With the VUV detector, each compound exhibits its own unique absorbance spectrum. Even isomers and isobars, which are prevalent in terpene mixtures and can be difficult to distinguish different species by their electron ionization mass spectra, can be well differentiated based on their VUV spectra ^6,9,10. Nevertheless, because analytes exhibit different spectra, it is not required to achieve a perfect chromatographic separation of the mixture components. Co-eluting peaks can be separated post-run through the use of library spectra and software inherent to the instrument ^4,10. This ability is called “deconvolution”, and it is based on the fact that two co-eluting terpenes will give a peak with an absorbance spectrum equal to the sum of the two single absorbance spectra ⁴. Figure 1 shows the deconvolution process for two co-eluting terpenes, camphor and (-)-isopulegol. Due to their different absorbance spectra (Figure 1C), it is possible to fully separate the two peaks in post-run, obtaining sharp peaks for both analytes ⁶.

The deconvolution process has been shown to yield precise and accurate results. Thus, chromatographic resolution can be sacrificed in favor of spectroscopic resolution; this enables the development of methods with faster run times. With the ability to deconvolve unresolved peaks, a long temperature ramp to chromatographically separate all isomeric terpenes is not required ⁶. Additionally, the presence of coeluting components, which might normally go undetected with some GC detectors, can be easily judged based on comparison of the measured spectra with pure reference spectra contained in the VUV spectral library.

The other issue in terpenes analysis is the extraction process. Terpenes can be extracted with the use of solvents (e.g., methanol, ethanol, hexane, and cyclohexane, among others), but the process is usually time-consuming, costly and not so environmentally-friendly ². The plant needs to be manually crushed and then aliquots of solvent are used to extract components from the plant, ideally at least 3 times and combined to achieve acceptable results. The problem is that some terpenes may respond better to a certain solvent, making their extraction easier and more optimized than for others ². The choice of solvent can cause discrimination against the extraction some terpenes, which limits the comprehensiveness of analysis.

Headspace is another technique that can be used for the sample preparation of terpenes. Headspace sampling is based on heating the solid or liquid sample inside a sealed vial, and then analyzing the air above it after sufficient equilibration. In this way, only volatile analytes are extracted from the solid/liquid sample into the gas phase; this allows relatively interference-free sampling ^12–14.

How do we know whether our extraction analysis methods are correct and comprehensive for a certain plant sample? Unfortunately, there is not a complete list of available molecules for each plant species, and even if two specimens may smell really similar to our nose, their terpenes profiles may be notably different. When working with a new plant material, it is difficult to predict the extraction efficiency for the vast array of terpenes that may be present. We can only perform it with different extraction and detection methods, and compare the results.

The route for a comprehensive and fast analysis of terpenes is therefore still long; however, their intoxicating aromas and inherent medicinal value has provided a growing impetus for researchers around the world. Considering the evolving importance of Cannabis and the growing body of evidence on the synergistic effects between terpenes and cannabinoids, it is likely that newly improved extraction and analysis methods will be developed, paving the way for a more complete list of terpene species that can be found in different cultivars. The use of new analytical technologies, such as the VUV detector for GC, should aid considerably in this endeavor.

References:

[1] Breitmaier E., Terpenes: Flavors, Fragrances, Pharmaca, Pheromones. John Wiley & Sons 2006.

[2] Leghissa A., Hildenbrand Z. L., Schug K. A., A Review of Methods for the Chemical Characterization of Cannabis Natural Products. J. Sep. Sci.2018, 41, 398–415 .

[3] Benvenuto E., Misra B. B., Stehle F., Andre C. M., Hausman J.-F., Guerriero G., Cannabis sativa: The Plant of the Thousand and One Molecules. Front. Plant Sci2016, 719, DOI: 10.3389/fpls.2016.00019.

[4] Schug K. A., Sawicki I., Carlton D. D., Fan H.,Mcnair H. M.,Nimmo J. P., Kroll P.,Smuts J.,Walsh P., Harrison D., Vacuum Ultraviolet Detector for Gas Chromatography. Anal. Chem.2014, 86, 8329–8335 .

[5] Fan H.,Smuts J., Walsh P.,Harrison D., Schug K. A., Gas chromatography-vacuum ultraviolet spectroscopy for multiclass pesticide identification. J. Chromatogr. A2015, DOI: 10.1016/j.chroma.2015.02.035.

[6] Qiu C.,Smuts J., Schug K. A., Analysis of terpenes and turpentines using gas chromatography with vacuum ultraviolet detection. J. Sep. Sci.2017, 40, 869–877 .

[7] Leghissa A., Smuts J., Qiu C., Hildenbrand Z. L., Schug K. A., Detection of cannabinoids and cannabinoid metabolites using gas chromatography-vacuum ultraviolet spectroscopy. Sep. Sci. Plus2018, 1.

[8] Bai L.,Smuts J., Walsh P., Fan H., Hildenbrand Z., Wong D., Wetz D., Schug K. A., Permanent gas analysis using gas chromatography with vacuum ultraviolet detection. J. Chromatogr. A2015,1388, 244–250 .

[9] Skultety L., Frycak P., Qiu C.,Smuts J., Shear-Laude L., Lemr K., Mao J. X., Kroll P., Schug K. A., Szewczak A., Vaught C., Lurie I., Havlicek V., Resolution of isomeric new designer stimulants using gas chromatography – Vacuum ultraviolet spectroscopy and theoretical computations. Anal. Chim. Acta2017, 971, 55–67 .

[10] Bai L., Smuts J., Walsh P., Qiu C., McNair H. M., Schug K. ., Pseudo-absolute quantitative analysis using gas chromatography–vacuum ultraviolet spectroscopy–a tutorial. Anal. Chim. Acta2017, 953, 10–22 .

[11] Schenk J., Nagy G., Pohl N. L. B., Leghissa A., Smuts J., Schug K. A., Identification and deconvolution of carbohydrates with gas chromatography-vacuum ultraviolet spectroscopy. J. Chromatogr. A2017, 1513, 210–221 .

[12] Van Opstaele F., De Causmaecker B., Aerts G., De Cooman L., Characterization of novel varietal floral hop aromas by headspace solid phase microextraction and gas chromatography-mass spectrometry/olfactometry. J. Agric. Food Chem.2012, 60, 12270−12281 .

[13] Hamm S., Bleton J., Connan J., Tchapla A., A chemical investigation by headspace SPME and GC-MS of volatile and semi-volatile terpenes in various olibanum samples. Phytochemistry2005,66, 1499–1514 .

[14] Aberl A., Coelhan M., Determination of volatile compounds in different hop Varieties by headspace-trap GC/MS-in comparison with conventional hop essential oil analysis. J. Agric. Food Chem.2012, 60, 2785−2792 .

April 17, 2018

Massachusetts Prepares for Adult-Use

By Aaron G. Biros

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Last month, the Cannabis Control Commission, the regulatory body overseeing Massachusetts’ newest industry, finalized their regulations for the market. At the beginning of this month, the state began accepting applications for business licenses. Now with the full implementation of adult-use sales on the horizon, businesses, regulators, consumers and local governments are preparing themselves for the legalization of adult-use cannabis. Sales are expected to begin June 1^st.

On March 29^th, the Cannabis Control Commission announced their finalized rules were filed, published and took effect. Leading up to the filing, the Commission reports they held 10 listening sessions, received roughly 500 public comments and conducted 7 hearings for roughly 150 policy decisions. The license categories that businesses can apply for include cultivator, craft marijuana cooperative, microbusiness, product manufacturer, independent testing laboratory, storefront retailer, third-party transporter, existing licensee transporter, and research facility, according to the press release.

What separates Massachusetts’ rules from other states’ rules are a few of the license categories as well as environmental regulations, as Kris Kane highlights in this Forbes article. Experimental policies, like the microbusiness and craft marijuana co-op licenses, Kane says, are some tactics the Commission hopes may help those affected by the drug war and those who don’t have the capital and funding required for the larger license types.This is a groundbreaking reform previously unseen in states that have legalized cannabis.

The Commission will also establish a Social Equity Program, as outlined in the final rules (section 17 of 500.105). That program is designed to help those who have been arrested of a cannabis-related crime previously or lived in a neighborhood adversely affected by the drug war. “The committee makes specific recommendations as to the use of community reinvestment funds in the areas of programming, restorative justice, jail diversion, workforce development, industry-specific technical assistance, and mentoring services, in areas of disproportionate impact,” reads one excerpt from the rules (section 500.002) identifying the need for a Citizen Review Committee, which advises on the implementation of that Social Equity Program.

This is a groundbreaking reform previously unseen in states that have legalized cannabis. Massachusetts may very well be the first state to actively help victims of the prohibition of cannabis.Some municipalities are hesitant and skeptical, while others are fully embracing the new industry with open arms.

For environmental rules, Kane notes the Commission is taking unprecedented steps to address energy usage in the cultivation process, pushing the industry to think about environmental sustainability in their bottom line and as part of their routine regulatory compliance. He says the Commission mandates a 36 watts-per-square-foot maximum for indoor cannabis cultivators.

On Monday, April 2^ndthe state began accepting applications for businesses seeking licensure. Within a few days, nearly 200 businesses have applied. That number is expected to grow significantly over the next few weeks.

While businesses continue applying for licenses, local governments are preparing in their own way. Some municipalities are hesitant and skeptical, while others are fully embracing the new industry with open arms.

A couple weeks ago, the City Council of Springfield, Massachusetts passed a six-month moratorium on cannabis sales, citing the need for more time to draft local regulations for businesses first. “I believe the moratorium is in place to make sure that we get it right the first time,” Councilor Adam Gomez, chairman of the council’s Economic Development Committee told MassLive. “We don’t have a chance to get it right the second time. The residents of Springfield supported this.” There are also talks of a potential temporary ban in Truro, MA.

Meanwhile in the city of Attleboro, ABC6 News reports Mayor Paul Heroux is “working to make his city marijuana friendly as city councilors work to draft regulation ordinances.” In Peabody, two businesses just received approval to begin operating as medical dispensaries.

April 4, 2018

Washington Lab Conducts Transparency Study

By Aaron G. Biros

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Earlier this week Capitol Analysis Group, a cannabis-testing laboratory based in Lacey, Washington, announced they are conducting a “data-driven Lab Transparency Project, an effort to improve accuracy of cannabis testing results in the state through transparency and a new third-party auditing process,” according to a press release. They plan to look through the state’s traceability data to find patterns of deviations and possible foul play.

The project launch comes after Straightline Analytics, a Washington cannabis industry data company, released a report indicating they found rampant laboratory shopping to be present in the state. Lab shopping is a less-than-ethical business practice where cannabis producers look for the lab that will give them the most favorable results, particularly with respect to higher potency figures and lower contamination fail rates.“Lab shopping shouldn’t exist, because it is a symptom of lab variability,”

According to the press release, their report “shows that businesses that pay for the highest number of lab tests achieve, on average, reported potency levels 2.71% higher than do those that pay for the lowest number of lab tests.” They also found labs that provide higher potency figures tend to have the largest market share.

The Lab Transparency Project logo

The goal of The Lab Transparency Project is to provide summaries of lab data across the state, shining a light in particular on which labs provide the highest potency results. “Lab shopping shouldn’t exist, because it is a symptom of lab variability,” says Jeff Doughty, president of Capitol Analysis. “We already have standards that should prevent variations in lab results and proficiency testing that shows that the labs are capable of doing the testing.” The other piece to this project is independent third party auditing, where they hope other labs will collaborate in the name of transparency and honesty. “Problems arise when the auditors aren’t looking,” says Doughty. “Therefore, we’re creating the Lab Transparency Project to contribute to honesty and transparency in the testing industry.”

Dr. Jim McRae, founder of Straightline Analytics, and the author of that inflammatory report, has been a vocal critic of the Washington cannabis testing industry for years now. “I applaud Capitol Analysis for committing to this effort,” says McRae. “With the state’s new traceability system up and running following a 4-month breakdown, the time for openness and transparency is now.” Dr. McRae will be contributing to the summaries of lab data as part of the project.

According to Doughty, the project is designed to be a largely collaborative effort with other labs, dedicated to improving lab standards and transparency in the industry.

March 27, 2018

A2LA Accredits First Cannabis Lab in PA

By Aaron G. Biros

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According to a press release sent out this morning, the American Association for Laboratory Accreditation (A2LA) accredited their first Pennsylvania cannabis-testing laboratory. Located in Harrisburg, PA, Keystone State Testing finalized their accreditation for ISO/IEC 17025 on February 21, 2018.

A2LA also accredited the laboratory to two cannabis-testing-specific programs, ISO/IEC 17025 – General Requirements for the Competence of Testing and Calibration Laboratories and A2LA R243 – Specific Requirements – Cannabis Testing Laboratory Accreditation Program. The R243 program is a collaboration with Americans for Safe Access (ASA) that takes some recommendation for regulators from the American Herbal Products Association (AHPA).

KellyGreenland — Dr. Kelly Greenland, owner and operator of Keystone State Testing

Keystone State Testing is now able to perform all of the tests for cannabis products under the state of Pennsylvania’s regulations. According to Dr. Kelly Greenland, owner and operator of Keystone State Testing, getting accredited is about safeguarding patient safety. “Keystone State Testing is proud to be the first Pennsylvania laboratory to earn A2LA ISO/IEC 17025 accreditation as well as ASA’s Patient Focused Certification,” says Dr. Greenland. “We regard these accreditations and certifications as the first steps in ensuring patient safety and will continue to do everything within our power to ensure medical marijuana patient safety.”

A2LA General Manager Adam Gouker says he wants to see more accreditations include the ASA requirements in R243. “A2LA is pleased to see the growing adoption of the combined assessment to include the ASA requirements,” says Gouker. “Our staff has worked tirelessly in conjunction with ASA staff to create this combined program and offer something that no other accreditation body in the world offers. We congratulate Keystone State Testing Labs on leading the charge in the state of Pennsylvania and laying the groundwork for future laboratories to follow.”

March 21, 2018

From The Lab

The Case for ISO/IEC 17025 Accreditation in Cannabis Testing Laboratories

By Amy Ankrum

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Government regulations keep millions of Americans safe every year by controlling what companies can put in their products and the standards those products must meet to be sold to consumers.

Enter the strange case of legal cannabis: In order for cannabis to be legally distributed by licensed medical professionals and businesses, it must be tested. But unlike other consumable goods, cannabis is not regulated by the FDA. Without an overarching federal policy requiring cannabis testing laboratory accreditation, the testing and laboratory requirements differ greatly across state lines.For medical cannabis specifically, accredited testing facilities are especially important.

To be federally regulated, cannabis would first have to be federally legalized. It turns out that states and businesses alike are not willing to wait for a federal mandate. Many states have begun to adopt standards for cannabis testing and some, such as Ohio, have even announced mandatory ISO/IEC 17025 accreditation for all cannabis testing laboratories. As the industry evolves, increased compliance expectations are certain to evolve in tandem.

Some cannabis labs have even taken the initiative to seek ISO/IEC 17025 accreditation of their own volition. Seth Wong, President of TEQ Analytics Laboratories, shared in a press release:

“By achieving ISO/IEC 17025 accreditation, TEQ Analytical Labs believes that we can address the concerns throughout the cannabis industry regarding insufficient and unreliable scientific analysis by providing our clients with State required tests that are accredited by an international standard.”

Other laboratories, such as DB Labs in Las Vegas and EVIO Labs in Florida are also leading the accreditation charge in their respective states, ahead of any state mandates.

There are key reasons why accreditation in cannabis testing labs is important. First and foremost, cannabis is a consumable product. Like fruits and vegetables, cannabis is prone to pesticides, fungi and contaminants. The result of putting a potentially hazardous material on the market without proper and documented testing could lead to a public health crisis. An accredited testing lab, however, will ensure that the cannabis products they test are free from harmful contaminants.

By utilizing role-based trainings, labs can trust employees are receiving proper onboarding.

For medical cannabis specifically, accredited testing facilities are especially important. Because many consumers of medical cannabis are immuno-compromised (such as in the case of chemotherapy patients), ensuring that products are free from any and all contaminants is critical. Further, in order to accurately determine both short- and long-term effects of prescribed cannabis consumption, accredited and compliant laboratories are necessary.

Accreditation standards like ISO/IEC 17025 also provide confidence that testing is performed properly and to an internationally accepted standard. Rather than returning a “pass/fail” rating on products, the Cannabis Safety Institute reports that an ISO/IEC 17025 laboratory is required to produce numerical accuracy percentages in testing for “at a minimum, cannabinoids, pesticides, microbiology, residual solvents, and water activity.” Reliable data sets that can be reviewed by both accreditors and the public foster trust between producers and consumers.

Finally, ISO/IEC 17025 accreditation demonstrates that a laboratory is properly staffed and trained. The Cannabis Safety Institute’s “Standards for Cannabis Testing Laboratories” explains that conducting proper analytical chemistry on cannabinoids (the chemical compounds extracted from cannabis that alter the brain’s neurotransmitter release) requires personnel who have met specific academic and training credentials. A system to monitor, manage and demonstrate proficiency is necessary to achieve and maintain accreditation. With electronic systems in place, this management and documentation minimizes risk and also minimizes administrative time tracking and maintaining training records.

Following the proper steps of a standardized process is key to improving and growing the cannabis industry in coming yearsFor cannabis testing labs, utilizing a comprehensive software solution to achieve and maintain compliance to standards such as ISO/IEC 17025 is key. Absent of a software solution, the necessary compliance requirements can become a significant burden to the organization. Paper tracking systems and complex spreadsheets open up organizations to the likelihood of errors and ultimately risk.

Because ISO/IEC 17025 has clearly defined expectations for training, a software solution also streamlines the training process while simultaneously documenting proficiency. By utilizing role-based trainings, organizations can be confident employees are receiving proper onboarding and in-service training. Additionally, the effectiveness of training can be proven with reports, which results in smoother audits and assessments.

Following the proper steps of a standardized process is key to improving and growing the cannabis industry in coming years- which means utilizing technology tools such as electronic workflows to ensure proper process controls. Beyond adding critical visibility, workflows also create efficiencies that can eliminate the need to increase staffing as companies expand and grow.

For an industry that is changing at a rapid pace, ensuring traceability, efficient processes and visibility across organizations is paramount. Using a system that enables automation, process control, document management and documented training procedures is a step in the right direction. With the proper software tools in place, cannabis testing labs can achieve compliance goals, demonstrate reliable and relevant results and most importantly ensure consumer safety.