Tag Archives: CloudLIMS

May 24, 2023

Stemming the Tide: Strategies for Cannabis Testing Labs & Regulators to Address THC Inflation and Lab Shopping

By Arun Apte

The cannabis industry in the United States is booming. In just a few years, it has gone from a small, underground market to a multi-billion-dollar industry. This growth is due in part to the legalization of cannabis in many states, as well as the growing public acceptance of its use for both medical and recreational purposes.

The industry is still in its early stages, but it has the potential to be a major economic driver for the United States. However, the industry’s success has brought with it challenges, such as THC inflation. This is when growers inflate the THC levels of their products in order to sell them for a higher price. This practice has led to widespread lab shopping, as growers send their products to labs that promise to give them the highest THC readings.

THC Inflation and Lab Shopping: A Look Under the Hood

Among cannabis enthusiasts, a prevailing belief circulates, asserting that cannabis products with elevated THC levels inherently possess greater potency and induce more pronounced effects. Nevertheless, this belief rests upon a fallacy, for it erroneously assumes that THC levels alone dictate the overall potency of a cannabis product. Genuinely comprehending the potency and effects of cannabis products requires the consideration of an array of factors. These factors include the presence of other cannabinoids and terpenes, the method by which the substance is consumed, as well as an individual’s metabolic and tolerance peculiarities. For instance, a particular strain of cannabis with low THC content, but elevated levels of other cannabinoids and terpenes, may engender a more intense impact in contrast to a variety exhibiting higher THC levels but diminished quantities of other compounds.

This misguided notion that heightened THC levels correspond to augmented potency has contributed to a surge in the demand for high-THC products. Consequently, producers have resorted to offering incentives to labs that provide inflated THC numbers for their products. Thus, certain labs have engaged in a practice coined as “lab shopping,” whereby they furnish reports that align with the producers’ desired THC levels, rather than accurately reflecting the genuine levels present within the product.

The manipulation of THC levels and the deceitful practice of lab shopping inflict profound damage upon the cannabis industry, eroding the foundation of trust. The fact that growers selectively collaborate solely with labs that yield desired outcomes, generates a mirage of superiority surrounding their products, thus deceiving consumers. Consequently, unsuspecting customers find themselves in possession of goods that fall far short of the promised standards of potency or quality. Moreover, this predicament places labs that remain steadfast in their commitment to integrity and the provision of accurate test results at an unfair disadvantage.

Fighting Back to Eradicate THC Inflation and Lab Shopping in the Cannabis Industry

The relentless surge of THC inflation finds its origins in the glaring absence of standardized testing protocols within the cannabis industry. As each lab embraces diverse methodologies and tools, testing produces disparate outcomes. This dissonance becomes a fertile ground for unscrupulous labs, who seize the opportunity presented by this lack of uniformity to peddle false THC numbers. To compound matters, the scope for manual interference looms large. The solution to this problem is to create a set of standards that everyone in the cannabis industry must follow. It’s important for the industry to come together and establish a common set of rules for testing. This will ensure that all labs consistently follow the same procedures and produce accurate results. In addition, it is important to have different labs take part in proficiency testing to find outlier labs. States should also take quick action to punish labs that provide incorrect or exaggerated THC values in their reports.

It is extremely important to prioritize transparency among labs in order to address the growing concerns regarding the inflation of THC potency. State regulatory bodies can achieve this by conducting frequent audits to detect and correct any inconsistencies or inaccuracies in the data. To make this possible, state agencies need to hire skilled data scientists who can thoroughly analyze the data produced by labs. If the industry collectively works towards addressing these issues, it will enhance consumer trust in the regulated market. By eliminating the incentives that drive THC potency inflation, a more trustworthy cannabis industry can take shape and flourish.

Next, it is crucial to educate customers about the false notion that higher THC levels always result in stronger effects. Through effective communication and raising awareness, the industry can address the issue of THC potency and discourage the practice of selectively choosing labs with desired results.

Finally, labs should achieve accreditation to ISO/IEC 17025 as evidence of their competence in producing trustworthy results. This will help restore customer trust in the regulated cannabis industry and establish a stronger system for quality assurance.

The Importance of Deploying a Cannabis Lab Testing Software

Having a Laboratory Information Management System (LIMS) is essential to meet the challenging ISO/IEC 17025 requirements. This system plays a critical role in providing an extra level of assurance and trust in the accuracy of lab results. By automating processes, integrating analytical instruments, and adhering to rigorous quality standards, a cannabis lab testing software minimizes the possibility of manual manipulation of test results.

Furthermore, a cannabis lab testing software maintains a sample chain-of-custody (CoC) through the sample life cycle and tracks samples using barcodes. Furthermore, it generates custom reports that include scannable QR codes, which can be instantly shared with customers. By configuring the QR code, it becomes possible to include a link to the original Certificate of Analysis (CoA) produced by a lab. This allows buyers to verify the reported composition on the product label by referring to the authentic test results on the CoA. This approach promotes transparency, trust, and accountability within the cannabis industry.

Tackling THC Inflation & Lab Shopping with Cannabis Lab Testing Software — Cannabis lab testing software to manage and track samples through their lifecycle and maintain a CoC (Figure courtesy CloudLIMS)

A cannabis lab testing software carefully monitors and records all activities, such as staff logins, document modifications, sample records, and test results, with a date and time stamp along with the name of the person who performed those activities. This thorough record-keeping process eliminates any chance of manual tampering with lab data, thereby enhancing the reliability and defensibility of test results. Moreover, the system effectively manages the outcomes of various Quality Control (QC) samples to guarantee accurate test results. By comparing the test results of QC samples with the samples being tested, the system can identify any analytical errors and enable lab managers to fix them, enabling labs to uphold quality standards.

The cannabis industry has experienced swift expansion as a result of cannabis legalization in multiple states across the United States. This has brought about various advantages, such as increased demand for cannabis products and the creation of new employment opportunities and tax revenue. However, the industry has faced challenges such as the issues of THC inflation and lab shopping. Dishonest producers and labs take advantage of the lack of standardized industry practices to deceive regulators and consumers. To address this issue, it is crucial to establish industry-wide testing standards that ensure consistency and accuracy across all labs. State agencies must also take prompt action to penalize labs that provide false THC values. Additionally, educating consumers about the misconceptions surrounding high THC levels and potency is important to combat this detrimental trend in the industry. Implementing cannabis lab testing software can help reduce the potential for human error and guarantee the authenticity and reliability of lab data.

This nascent but fast-growing industry holds remarkable promise for medicine and the economy, which can only be realized if proper safeguards are put in place and malpractices are stopped in their tracks.

February 7, 2018

Managing Cannabis Testing Lab Workflows using LIMS

By Dr. Susan Audino

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With the state led legalization of both adult recreational and medical cannabis, there is a need for comprehensive and reliable analytical testing to ensure consumer safety and drug potency. Cannabis-testing laboratories receive high volumes of test requests from cannabis cultivators for testing quantitative and qualitative aspects of the plant. The testing market is growing as more states bring in stricter enforcement policies on testing. As the number of testing labs grow, it is anticipated that the laboratories that are now servicing other markets, including high throughput contract labs, will cross into cannabis testing as regulations free up. As the volume of tests each lab performs increases, the need for laboratories to make effective use of time and resource management, such as ensuring accurate and quick results, reports, regulatory compliance, quality assurance and many other aspects of data management becomes vital in staying competitive.

Cannabis Testing Workflows

To be commercially competitive, testing labs offer a comprehensive range of testing services. These services are available for both the medical and recreational cannabis markets, including:

Detection and quantification of both acid and neutral forms of cannabinoids
Screening for pesticide levels
Monitoring water activity to indicate the possibility of microbiological contamination
Moisture content measurements
Terpene profiling
Residual solvents and heavy metal testing
Fungi, molds, mycotoxin testing and many more

Although the testing workflows differ for each test, here is a basic overview of the operations carried out in a cannabis-testing lab:

Cannabis samples are received.
The samples are processed using techniques such as grinding and homogenization. This may be followed by extraction, filtration and evaporation.
A few samples will be isolated and concentrated by dissolving in solvents, while others may be derivatized using HPLC or GC reagents
The processed samples are then subjected to chromatographic separation using techniques such as HPLC, UHPLC, GC and GC-MS.
The separated components are then analyzed and identified for qualitative and quantitative analysis based on specialized standards and certified reference materials.
The quantified analytical data will be exported from the instruments and compiled with the corresponding sample data.
The test results are organized and reviewed by the lab personnel.
The finalized test results are reported in a compliant format and released to the client.

In order to ensure that cannabis testing laboratories function reliably, they are obliged to follow and execute certain organizational and regulatory protocols throughout the testing process. These involve critical factors that determine the accuracy of testing services of a laboratory.

Factors Critical to a Cannabis Testing Laboratory

Accreditations & Regulatory Compliance: Cannabis testing laboratories are subject to regulatory compliance requirements, accreditation standards, laboratory practices and policies at the state level. A standard that most cannabis testing labs comply to is ISO 17025, which sets the requirements of quality standards in testing laboratories. Accreditation to this standard represents the determination of competence by an independent third party referred to as the “Accreditation Body”. Accreditation ensures that laboratories are adhering to their methods. These testing facilities have mandatory participation in proficiency tests regularly in order to maintain accreditation.
Quality Assurance, Standards & Proficiency Testing: Quality assurance is in part achieved by implementing standard test methods that have been thoroughly validated. When standard methods are not available, the laboratory must validate their own methods. In addition to using valid and appropriate methods, accredited laboratories are also required to participate in appropriate and commercially available Proficiency Test Program or Inter-Laboratory Comparison Study. Both PT and ILC Programs provide laboratories with some measure of their analytic performance and compare that performance with other participating laboratories.
CloudLIMS Cannabis Testing LIMS: Multi-analyte Configuration for Cannabis Testing Services
Real-time Collaboration: Testing facilities generate metadata such as data derived from cannabis samples and infused products. The testing status and test results are best served for compliance and accessibility when integrated and stored on a centralized platform. This helps in timely data sharing and facilitates informed decision making, effective cooperation and relationships between cannabis testing facilities and growers. This platform is imperative for laboratories that have grown to high volume throughput where opportunities for errors exist. By matching test results to samples, this platform ensures consistent sample tracking and traceability. Finally, the platform is designed to provide immediate, real-time reporting to individual state or other regulatory bodies.
Personnel Management: Skilled scientific staff in cannabis-testing laboratories are required to oversee testing activities. Staff should have experience in analytical chromatography instruments such as HPLC and GC-MS. Since samples are often used for multi-analytes such as terpenes, cannabinoids, pesticides etc., the process often involves transferring samples and tests from one person to another within the testing facility. A chain of custody (CoC) is required to ensure traceability and ‘ownership’ for each person involved in the workflow.

LIMS for Laboratory Automation

Gathering, organizing and controlling laboratory-testing data can be time-consuming, labor-intensive and challenging for cannabis testing laboratories. Using spreadsheets and paper methods for this purpose is error-prone, makes data retrieval difficult and does not allow laboratories to easily adhere to regulatory guidelines. Manual systems are cumbersome, costly and lack efficiency. One way to meet this challenge is to switch to automated solutions that eliminate many of the mundane tasks that utilize valuable human resources.^. Laboratory automation transforms the data management processes and as a result, improves the quality of services and provides faster turnaround time with significant cost savings. Automating the data management protocol will improve the quality of accountability, improve technical efficiency, and improve fiscal resources.

Real Time Test Status in CloudLIMS

A Laboratory Information Management System (LIMS) is a software tool for testing labs that aids efficient data management. A LIMS organizes, manages and communicates all laboratory test data and related information, such as sample and associated metadata, tests, Standard Operating Procedures (SOPs), test reports, and invoices. It also enables fully automated data exchange between instruments such as HPLCs, GC-FIDs, etc. to one consolidated location, thereby reducing transcription errors.

How LIMS Helps Cannabis Testing Labs

LIMS are much more capable than spreadsheets and paper-based tools for streamlining the analytical and operational lab activities and enhances the productivity and quality by eliminating manual data entry. Cloud-enabled LIMS systems such as CloudLIMS are often low in the total cost of acquisition, do not require IT staff and are scalable to help meet the ever changing business and regulatory compliance needs. Some of the key benefits of LIMS for automating a cannabis-testing laboratory are illustrated below [Table 1]:

Key Functionality	Benefit
Barcode label designing and printing	Enables proper labelling of samples and inventory Follows GLP guidelines
Instant data capture by scanning barcodes	Facilitates quick client registration and sample access
360⁰ data traceability	Saves time and resources for locating samples and other records
Inventory and order management	Supports proactive planning/budgeting and real time accuracy
Custodian management	Promotes overall laboratory organization by assigning custodians for samples and tests Maintains the Chain-of-custody (CoC)
Test management	Accommodates pre-loaded test protocols to quickly assign tests for incoming samples
Accounting for sample and inventory quantity	Automatically deducts sample and inventory quantities when consumed in tests
Package & shipment management	Manages incoming samples and samples that have been subcontracted to other laboratories
Electronic data import	Electronically imports test results and metadata from integrated instruments Eliminates manual typographical errors
Report management	Generates accurate, customizable, meaningful and test reports for clients Allows user to include signatures and additional sections for professional use
21 CFR Part 11 compliant	Authenticates laboratory activities with electronic signatures
ISO 17025 accreditation	Provides traceable documentary evidence required to achieve ISO 17025 accreditation
Audit trail capabilities	Adheres to regulatory standards by recording comprehensive audit logs for laboratory activities along with the date and time stamp
Centralized data management	Stores all the data in a single, secure database facilitating quick data retrieval
Workflow management	Promotes better data management and resource allocation
High-configurability	Enables modification of screens using graphical configuration tools to mirror testing workflows
State compliance systems	Integrates with state-required compliance reporting systems and communicates using API
Adheres to regulatory compliance	Creates Certificates of Analysis (CoA) to prove regulatory compliance for each batch as well as batch-by-batch variance analysis and other reports as needed.
Data security & confidentiality	Masks sensitive data from unauthorized user access Cloud-based LIMS encrypts data at rest and in-transit while transmission between the client and the server
Global accessibility	Cloud-based LIMS provides real-time access to laboratory data from anytime anywhere
Real-time collaboration	Cloud-based LIMS enhances real-time communication within a laboratory, between a laboratory and its clients, and across a global organization with multiple sites

Table 1. Key functionality and benefits of LIMS for cannabis testing laboratories

Upon mapping the present day challenges faced by cannabis testing laboratories, adopting laboratory automation solutions becomes imperative. Cloud-based LIMS becomes a valuable tool for laboratory data management in cannabis testing laboratories. In addition to reducing manual workloads, and efficient resource management, it helps labs focus on productive lab operations while achieving compliance and regulatory goals with ease.

For more information on this, check out a webinar here: Webinar: How to Meet Cannabis Testing Standards and Regulatory Requirements with LIMS by Stephen Goldman, laboratory director at the State of Colorado certified Cannabis testing facility, PhytaTech.

November 10, 2017

Using Cloud-Based LIMS To Improve Efficiency In Cannabis Labs

By Shonali Paul

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Cannabis testing laboratories around the country are expanding quickly, taking on new clients and growing their business incrementally. Many of these labs are receiving a large number of test requests from growers for potency testing, terpene profiling, pesticide screening, residual solvent screening, heavy metal testing, microbial analysis and even genetic testing. To keep pace with the number of test requests received, efficient data, sample and test management is imperative.

Considering the magnitude of cannabis testing, data management using spreadsheets is a serious impediment to quality assurance. Data being recorded in spreadsheets is error-prone and difficult to manage. Furthermore, using spreadsheets does not allow labs to adhere to regulatory guidelines that demand strict accounting for every gram of the sample, right from reception, consumption for testing, to disposal.

Log samples, keep track of Chain of Custody(CoC), track samples from initial location in the lab through disposal by recording location, custodians and other metadata

To overcome such data management challenges and improve the operational efficiency of cannabis testing laboratories, a Laboratory Information Management System (LIMS) plays a significant role. LIMS are much more capable than spreadsheets and paper-based tools for managing analytical and operational activities. LIMS enhances the productivity and quality by eliminating the manual data entry. With its built-in audit trail capability, LIMS helps labs adhere to regulatory standards.

LIMS can provide companies with a method to manage samples, records and test results, and ensures regulatory compliance by increasing traceability. LIMS can also be integrated with other lab instrumentation and enterprise systems, enabling easier transmission of information across the lab and the organization, reducing manual efforts and improving decision-making.

Account for the entire quantity of sample received, used and disposed

Multiple resources are also available to assist labs in preparing for quality assurance and accreditation, LIMS being one of them. LIMS can help cannabis labs with instrument integration, and automate reporting to help improve efficiencies and reduce errors. LIMS, such as CloudLIMS Lite, a cloud-based LIMS, automates cannabis-testing workflows right from sample collection, data recording, managing test chain of custody, sample weight accounting to report generation. With data security and audit trails, a LIMS provides traceable documentary evidence required to achieve ISO 17025 accreditation for highly regulated labs. Above all, cloud-enabled systems are often low in the total cost of acquisition, have maintenance outsourced, and are scalable to help meet the ever-changing business and regulatory compliance needs.

Incorporate all tests, instruments, sample information and result data (etc.) in one place

Cloud-based products are secure, easy to deploy and scalable. A cloud product is typically hosted on a server with a guaranteed uptime of 99.5%, allowing for a reliable system, accessible 24×7. Cloud-based LIMS have automatic data backup mechanism that allow for quick turnarounds in case of a server failure or in the eventuality of a natural disaster.

With LIMS in place, cannabis labs can manage sample and requisition-centric records, track sample quantity and location, integrate the test data, and provide online reports to clients. This in turn, reduces the turnaround time for testing and improves the operational efficiency. Besides, audit trail of each and every activity performed by the lab personnel is recorded in the system to ensure that the lab follows regulatory compliance.

Editor’s Note: This is a condensed version of a poster that was submitted and displayed at this year’s Cannabis Science Conference in Portland, Oregon. The authors of the original poster are Arun Apte, Stephen Goldman, Aditi Gade and Shonali Paul.