Tag Archives: analytics

Top 10 Common Findings Detected During Cannabis Laboratory Assessments: A Guide to Assist with Accreditation

By Tracy Szerszen
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With the cannabis industry growing rapidly, laboratories are adapting to the new market demand for medical cannabis testing in accordance to ISO/IEC 17025. Third-party accreditation bodies, such as Perry Johnson Laboratory Accreditation, Inc. (PJLA), conduct these assessments to determine that laboratories are following relevant medical cannabis testing standard protocols in order to detect potency and contaminant levels in cannabis. Additionally, laboratories are required to implement and maintain a quality management system throughout their facility. Obtaining accreditation is a challenge for laboratories initially going through the process. There are many requirements outlined in the standard that laboratories must adhere to in order to obtain a final certificate of accreditation. Laboratories should evaluate the ISO 17025 standard thoroughly, receive adequate training, implement the standard within their facility and conduct an internal audit in order to prepare for a third-party assessment. Being prepared will ultimately reduce the number of findings detected during the on-site assessment. Listed below is research and evidence gathered by PJLA to determine the top ten findings by clause specifically in relation to cannabis testing laboratories.

PJLA chart
The top 10 findings by clause

4.2: Management System

  • Defined roles and responsibilities of management system and its quality policies, including a structured outline of supporting procedures, requirements of the policy statement and establishment of objectives.
  • Providing evidence of establishing the development, implementation and maintenance of the management system appropriate to the scope of activities and the continuous improvement of its effectiveness.
  • Ensuring the integrity of the management system during planned and implemented changes.
  • Communication from management of the importance of meeting customer, statutory and regulatory requirements

4.3: Document Control

  • Establishing and maintaining procedures to control all documents that form the management system.
  • The review of document approvals, issuance and changes.

4.6: Purchasing Services and Supplies

  • Policies and procedures for the selection and purchasing of services and supplies, inspection and verification of services and supplies
  • Review and approval of purchasing documents containing data describing the services and supplies ordered
  • Maintaining records for the evaluation of suppliers of critical consumables, supplies and services, which affect the quality of laboratory outputs.

4.13: Control of Records

  • Establishing and maintaining procedures for identification, collection, indexing, access, filing, storage and disposal of quality and technical records.
  • Providing procedures to protect and back-up records stored electronically and to prevent unauthorized access.

4.14: Internal Audits

  • Having a predetermined schedule and procedure for conducting internal audits of its activities and that addresses all elements that verify its compliance of its established management system and ISO/IEC 17025
  • Completing and recording corrective actions arising from internal audits in a timely manner, follow-up activities of implementation and verification of effectiveness of corrective actions taken.

5.2: Personnel

  • Laboratory management not ensuring the competence and qualifications of all personnel who operate specific equipment, perform tests, evaluate test results and sign test reports. Lack of personnel undergoing training and providing appropriate supervision
  • Providing a training program policies and procedures for an effective training program that is appropriate; identification and review of training needs and the program’s effectiveness to demonstrate competence.
  • Lack of maintaining records of training actions taken, current job descriptions for managerial, technical and key support personnel involved in testing

5.4: Test and Calibration Methods and Method Validation

  • Utilization of appropriate laboratory methods and procedures for all testing within the labs scope; including sampling, handling, transport, storage and preparation of items being tested, and where appropriate, a procedure for an estimation of the measurement of uncertainty and statistical techniques for analysis
  • Up-to-date instructions on the use and operation of all relevant equipment, and on the handling and preparation of items for testing
  • Introduction laboratory-developed and non-standard methods and developing procedures prior to implementation.
  • Validating non-standard methods in accordance with the standard
  • Not completing appropriate checks in a systematic manner for calculations and data transfers

5.6: Measurement Traceability

  • Ensuring that equipment used has the associated measurement uncertainty needed for traceability of measurements to SI units or certified reference materials and completing intermediate checks needed according to a defined procedure and schedules.
  • Not having procedures for safe handling, transport, storage and use of reference standards and materials that prevent contamination or deterioration of its integrity.

5.10: Reporting the Results

  • Test reports not meeting the standard requirements, statements of compliance with accounting for uncertainty, not providing evidence for measurement traceability, inaccurately amending reports.

SOP-3: Use of the Logo

  • Inappropriate use of PJLA’s logo on the laboratories test reports and/or website.
  • Using the incorrect logo for the testing laboratory or using the logo without prior approval from PJLA.
Dr. Ed Askew
From The Lab

Quality Plans for Lab Services: Managing Risks as a Grower, Processor or Dispensary, Part 2

By Dr. Edward F. Askew
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Dr. Ed 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. 


In the previous article, I discussed the laboratory’s first line of defense (e.g. certification or accreditation) when a grower, processor or dispensary (user) questions a laboratory result. Now let us look behind this paperwork wall to the laboratory culture the user will encounter once their complaint is filtered past the first line of defense.

It is up to the client (processor, grower or dispensary) to determine the quality of the lab they use.In an ISO 17025 (2005 or 2017) and TNI accreditation, the laboratory must be organized into management, quality and technical areas. Each area can overlap as in the ISO 17025-2017 standard or be required to remain as separate sections in the laboratory as in the ISO 17025-2005 or TNI 2009 standards. ISO 17025 standards (e.g. 2005 and 2017) specifically require a separation of monetary benefits for laboratory results as it applies to the technical staff. This “conflict of interest” (CoI) is not always clearly defined in the laboratory’s day-to-day practices.

One example that I have experienced with this CoI separation violation goes back to my days as a laboratory troubleshooter in the 1990s. I was called into a laboratory that was failing to meet their Department of Defense (DoD) contract for volatile organic hydrocarbon analyses (VOAs) of soil samples by purge trap-gas chromatography-mass spectroscopy. I was required to “fix” the problem. What I determined was:

  • The analytical chemists performing the VOAs analyses were high school graduates with no coursework in chemistry or biology.
  • There was no training program in place for these analysts in instrument use, instrument troubleshooting and interpretation of the analytical results.
  • The only training the analysts received was for simple instrument set-up and basic instrument computer software use. (e.g. Push this button and send results to clerks)
  • Clerks with a high school degree and no analytical chemistry training in the business office generated the final reports and certified them as accurate and complete.

None of the staff was technically competent to perform any in-depth VOAs analytical work nor was the clerical staff competent to certify the results reported.

When I pointed out these discrepancies to the laboratory management, they declined to make any changes. The laboratory management had a direct monetary interest in completing all analyses at the lowest costs within the time limit set by DoD. If the laboratory did not complete the analyses as per the DoD contract, DoD would cancel the contract and not pay the laboratory.

The DoD, in a “Double Blind” test sample, later caught this laboratory.. A Double Blind test sample is used to check to see if the laboratory is performing the tests correctly. The laboratory does not know it is a test sample. So if the laboratory is cheating, they will be caught.This does not mean that all laboratories have staff or management issues

Once the laboratory was caught by DoD with the Double Blind, laboratory management claimed they were unaware of this behavior and management fired all analytical staff performing VOAs and clerical staff reporting the VOAs results to show DoD that it was a rogue group of individuals and not the laboratory management. The fired staff members were denied unemployment benefits as they were fired with cause. So, the moral to this story is if the analytical staff and specifically the clerical staff had wanted to hold the laboratory management accountable for this conflict of interest, they may have been fired, but without cause. The staff would have kept their reputation for honesty and collected unemployment benefits.

I have witnessed the “CoI above repeatedly over the last 30+ years both in laboratories where I have been employed and as a consultant. The key laboratory culture problems that lead to these CoI issues can be distilled into the following categories:

  • Financial CoI: In the financial CoI, the laboratory management must turn out so many analytical test results per day to remain financially solvent. The philosophical change that comes over management is that the laboratory is not producing scientific results, but is instead just churning out tests. Therefore, the more tests the laboratory produces, the more money it makes. Any improvement in test output is to be looked upon favorably and anything that diminishes test output is bad. So, to put this in simple terms: “The laboratory will perform the analyses quickly and get the report sent to the user so the laboratory can be paid. Anything that slows this production down will not be tolerated!” To maximize the Return on Investment (RoI) for the laboratory, management will employ staff that outwardly mirrors this philosophy.
  • I Need This Job CoI: This is the CoI area that poor quality lab technical staff and clerical staff most readily falls into. As outlined in the example above, both the analytical staff and clerical staff lacked the educational credentials, the technical training to be proficient in the use of the analytical instruments, ability to identify problems performing the analytical methods or complications in reporting analytical results. That means they were locked into the positions they held in this specific laboratory. This lack of marketable skills placed pressure on these staff members to comply with all directives from management. What happened to them in the end was regrettable, but predictable. Management can prey on this type of staff limitation.
  • Lack of Interest or Care CoI: This form of CoI is the malaise that infects poor quality laboratories, but can reach a level in management, quality and technical areas as to produce a culture where everyone goes through the moves, but does not care about anything but receiving their paycheck. In my many years of laboratory troubleshooting this type of CoI is the most difficult to correct. Laboratories where I had to correct this problem required that I had to impress on the staff that their work mattered and that they were valued employees. I had to institute a rigorous training program, require staff quality milestones and enforce the quality of work results. During my years of laboratory troubleshooting, I only had to terminate three laboratory staff for poor work performance. Unfortunately after I left many of these laboratories, management drifted back to the problems listed above and the laboratory malaise returned. This proves that even though a laboratory staff can achieve quality performance, it can quickly dissolve with lax management.

So, what are the conclusions of this article?

  • Laboratory culture can place profit over scientific correctness, accuracy and precision.
  • Laboratory management sets the quality of staff that determines the analytical results and report quality the user receives.
  • Laboratory quality can vary from acceptable performance to unacceptable performance over the lifetime of the laboratory depending on management.
  • This does not mean that all laboratories have staff or management issues. It is up to the client (processor, grower or dispensary) to determine the quality of the lab they use.

The next article in this series will introduce the user to the specific Quality Control (QC) analyses that an acceptable laboratory should perform for the user’s sample. These QC analyses are not always performed by accredited laboratories as the specific state that regulates their cannabis program does not require them. The use of these QC samples is another example of how laboratory’s with poor quality systems construct another paper work wall.

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Quality Assurance for the Cannabis Industry

By Amy Ankrum
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Have you paused to consider that quality assurance is a moving target rather than a destination? It is culture within a company that requires constant improvement and change, rather than the work of a select few to reach one defined end goal. Quality, therefore, is not a box that must simply be checked but an overarching and driving force propelling organizations forward.

For those within the cannabis industry and specifically cannabis testing labs, quality assurance is critical to having a successful and thriving business within the rapidly evolving industry. Dr. Kim Ross, who earned her Ph.D. at the University of Colorado in Molecular Biology, and also has worked with multiple cannabis labs, says, “It is not that often that you get a new testing industry born these days and people are scrambling to borrow processes from other industries and apply these to the cannabis industry.” Those within cannabis testing labs are looking towards established industries like water and food testing labs to serve as a quality assurance beacon. Ross elaborates:

The cannabis industry is operating in the absence of federal oversight. If you think about it, the water, food, and pharmaceutical industries have federal oversight. In lieu of that, it is up to states to adopt regulatory practices and enforcement strategies to uphold a level of compliance and data defensibility that these types of regulators have seen in their careers working in the FDA, EPS, NELAC or ISO.

For cannabis testing labs, the stakes are high. First, there is the need to keep up with the rapidly evolving industry climate as more and more states and governing bodies are setting requirements and expectations for quality and compliance. It is in nobody’s best interest to fall behind or be a late adopter to the increasingly regulatory compliance environment.  

Additionally, untrustworthy data sets can have detrimental impacts on people and patients. Medical applications of cannabis require specific results in order to ensure the safety of patients, many of which are immunocompromised. Beyond damage to people and patients, businesses themselves can be hurt if a cannabis testing lab were to present inaccurate or flawed data sets. Ross shared hypothetical examples of potential negative impacts:

 If, for example, you fail a product for microbiology based on false-positive results then it incurs damages to the client because now their product can’t go to market. Additionally, falsely inflated THC results are also a huge problem in the industry, and can result in downstream problems with edible dosing or consumer satisfaction. 

A quality assurance system can minimize risk and maximize adherences to proper procedure, resulting in reliable data. Recalls, product issues and lawsuits cost organizations tremendous amounts of time and money, both to manage the problem at hand and prevent future incidents. Not to mention, the immeasurable damage done to the brand & industry by being viewed as untrustworthy–especially as a consumable product. “Ensuring data defensibility and data integrity protects the laboratory from lawsuits,” says Ross. “That is a really important piece of a quality assurance system for a laboratory.”

One common misconception is viewing quality assurance as a cost center rather than a profitability maximizer. A robust quality assurance system is a competitive advantage–especially for those who are not yet mandated to be compliant to a particular standard, like ISO/IEC 17025, but choose to pursue that accreditation knowing it reflects reliability. In many ways, quality assurance can be summarized as “say what you do, and do what you say”, with a willingness to allow third-party confirmation of your commitment and practice. “Accreditation gives an unbiased stamp of approval that helps ensure data defensibility in the laboratory,” affirms Ross.

Accreditation as a result of quality assurance ultimately leads to reliable and trustworthy data sets. Ross shared:

It might appear to be easy to buy expensive instrumentation, accept samples, and produce data. There are so many ways to do that, some of which are incorrect, and therefore accreditation is really an opportunity to have professionals evaluate methodology and post-analytical data processing to ensure that it is scientifically sound. It is an opportunity for a laboratory to be confident that their processes and reporting procedures are robust and error free.  

Remember: this is a new industry. There aren’t firmly established methods and procedures like other legacy industries. “We are operating in a time and space where there is no standard methodology and that makes oversight by a third party even more important,” shares Ross. When a company opts to pursue accreditation they are indicating a willingness to be honest and transparent with their business processes, procedures, outcomes and data. Accreditation, therefore, is necessary for this emerging industry. Having a robust, inclusive quality assurance system in place will ease and quicken their pursuit of accreditation.The stress on an audit day when there is a digitized system is vastly lower than a system that is printed and physically maintained.

Not all quality assurance systems are created equal. There are still some companies seeking to implement systems that lack the modernization necessary to truly propel them forward towards continuous improvement and scalability. Quality assurance software with widespread use and adaptation across organizations is both scalable and in support of continuous improvements. Binders, rows of filing cabinets and complicated excel spreadsheets are not a scalable backbone for a quality system. 

Beyond the accessibility and traceability that a digital system creates, it also protects. “We can protect that data with credentialed logins for key personnel and have information at our fingertips to reduce the regulatory stress on all personnel,” says Ross. The stress on an audit day when there is a digitized system is vastly lower than a system that is printed and physically maintained.

For those in the cannabis industry, specifically cannabis testing labs, there is an unequivocal advantage to implementing a system that supports continuous improvement, reliable data sets and the very best in business practices. Doing so will help sustain and grow the industry, and could be pivotal in transforming the production, market and research of cannabis.

Dr. Ed Askew
From The Lab

Quality Plans for Lab Services: Managing Risks as a Grower, Processor or Dispensary

By Dr. Edward F. Askew
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Dr. Ed 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.

PJLAIn 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.

extractiongraphic

The Four Pillars of Cannabis Processing

By Christian Sweeney
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extractiongraphic

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.

extractiongraphic
Figure 1: When harnessed together the pillars of cannabis processing provide platforms of research and investigation that drive the development of world class products.

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.

EVIO Labs photo

EVIO Labs Expands Ahead of California Testing Deadline

By Aaron G. Biros
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EVIO Labs photo

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 1st, meaning that every product on dispensary shelves will have to be tested for a number of contaminants.

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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
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 1st.  New mandatory pesticide testing, expanded residual solvent testing and foreign materials testing are added in addition to the other tests already required.

With July 1st quickly 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 1stso 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.”

EVIO Labs photo
Labs will soon have to deal with higher demand, meaning more samples and more clients

“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 1st standards.

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.”

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.”

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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.

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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.”steep-hill-labs-logo

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.”

Cannabis Science Conference

Cannabis Science Conference is the world’s largest and most technical cannabis science expo. Our conference pulls together cannabis industry experts, instrument manufacturers, testing labs, research scientists, medical practitioners, policy makers and interested novices. Our annual event is aimed at improving cannabis science. Join us in Portland, Oregon, for an exciting conference with keynotes, presentations, round table discussions and exhibits. At our inaugural event we hosted over 750 attendees from all over the world! Our second event hosted over 2,000 attendees from over 24 countries!!!

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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.

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Figure 1: A, Section of the chromatographic separation of a terpenes standard mix; B, highlight of the co-eluting terpenes, camphor and (-)-isopulegol; C, differences in the absorbance spectra of camphor and (-)-isopulegol.

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 .