Difference between revisions of "User:Shawndouglas/sandbox/sublevel1"

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Your laboratory's [[workflow]], instruments, data management requirements, budget, technological expertise, business goals, and risk tolerances will all play a role in deciding what technology to invest in. The [[Physician office laboratory|physician office lab]] (POL), with its easy-to-use point-of-care testing and relatively simplified laboratory procedures, will invest significantly less into analyzers, instruments, and laboratory software than the molecular diagnostics laboratory, for example. As such, look at your laboratory's short- and long-term goals, budget, workflow, and regulatory requirements to gain a better understanding of what technology will be involved.
'''Base features'''


First, what are the laboratory's goals? Does the laboratory owner envision a small investment, taking in a slow but steady flow of simple clinical tests of human fluids, or expansive growth, expanding into multiple testing domains? If the lab is starting small but is confidently expecting to grow, technological investments early on may want to take into account future technologies that may shape data management and security processes. Second, what kind of work will the lab be doing, and what regulatory responsibilities will guide hardware and software investment at the lab? If your lab will be testing medical cannabis for the state or province's associated program, you'll be considering [[chromatography]] and [[spectroscopy]] instruments, as well as regulatory requirements for complete track-and-trace activities, including reporting. The [[public health laboratory]] will likely have many more instruments to cover all its testing needs, and its data management system will likely need to be able to use the [[Centers for Disease Control and Prevention]]'s PHIN Messaging System. Third, your laboratory's budget is ever important. Does the budget allow for on-site hardware and software systems, with the personnel to maintain them? Is it easier to pay up-front or find a vendor willing to work with you on leasing or rental terms? (We talk about other cost considerations a bit later.)
A LIS or LIMS can have an extravagant list of features, or it may have minimal functionality. Software developers with competent and experienced personnel usually do well with a collection of the required base features, plus any industry-specific features a laboratory may need. But not all developers get it right.


Finally, will the lab have someone on-site or on-call to resolve technology issues, including set-up and maintenance of software systems? If your lab will have little in the way of available tech help locally, you'll want to consider the distribution model you want to use for any installed software, i.e., you may want to consider [[software as a service]]. An increasing number of software services are hosted using [[cloud computing]], which when done well is an increasingly reliable option.<ref name="IzrailevskyCloud18">{{cite journal |title=Cloud Reliability |journal=IEEE Cloud Computing |author=Izrailevsky, Y.; Bell, C. |volume=5 |issue=3 |pages=39–44 |year=2018 |doi=10.1109/MCC.2018.032591615}}</ref> Having someone else host the software for you typically means the hosting provider will carry a non-trivial portion of responsibility for technology maintenance and security. Speaking of security, you'll also want to consider the [[cybersecurity]] (addressed later) of not only your software solution but also your overall laboratory operations. Does your laboratory have a cybersecurity plan already in place, or has the decision to make one been postponed? What extra investment is required to ensure your sensitive data is secure? Remember that how you rank your cybersecurity preparedness and implement a cybersecurity plan will also guide your technology investment decisions.<ref name="DouglasComp20">{{cite web |title=[[LII:Comprehensive Guide to Developing and Implementing a Cybersecurity Plan|''Comprehensive Guide to Developing and Implementing a Cybersecurity Plan'']] |author=Douglas, S.E. |work=LIMSwiki |date=July 2020 |accessdate=18 November 2021}}</ref>
What follows is a list of system functionality that is considered by a variety of experts to be vital to almost any medical diagnostic or research laboratory.<ref name="APHLLab19">{{cite web |url=https://www.aphl.org/aboutAPHL/publications/Documents/GH-2019May-LIS-Guidebook-web.pdf |format=PDF |title=Laboratory Information Systems Project Management: A Guidebook for International Implementations |author=Association of Public Health Laboratories |publisher=APHL |date=May 2019 |accessdate=18 November 2021}}</ref><ref name="KyobeSelecting17">{{cite journal |title=Selecting a Laboratory Information Management System for Biorepositories in Low- and Middle-Income Countries: The H3Africa Experience and Lessons Learned |journal=Biopreservation and Biobanking |author=Kyobe, S.; Musinguzi, H.; Lwanga, N. et al. |volume=15 |issue=2 |pages=111–15 |year=2017 |doi=10.1089/bio.2017.0006 |pmc=PMC5397240}}</ref><ref name="ListEffic14">{{cite journal |title=Efficient sample tracking with OpenLabFramework |journal=Scientific Reports |author=List, M.; Schmidt, S.; Trojnar, J. et al. |volume=4 |pages=4278 |year=2014 |doi=10.1038/srep04278 |pmid=24589879 |pmc=PMC3940979}}</ref><ref name="APILISTool13">{{cite web |url=https://www.pathologyinformatics.org/toolkit.php |title=LIS Functionality Assessment Toolkit |author=Splitz, A.R.; Balis, U.J.; Friedman, B.A. et al. |publisher=Association for Pathology Informatics |date=20 September 2013 |accessdate=18 November 2021}}</ref> Without this functionality, end users may at best grumble about additional workloads or more complicated procedures, and at worse be setting themselves up for major liability issues by not complying with regulations. Arguably, a few items such as mobile device support, voice recognition, and multilingual support may be negotiable, but if the system you are evaluating doesn't contain most of the below bullet-pointed functionality, you may want to look elsewhere.


'''2.1.1.1 Laboratory informatics options'''


[[File:Icos Laboratories.JPG|right|350px]]Keeping the above in mind, what are the common software solutions used within a medical diagnostic or research laboratory? One of the more commonly discussed options is the LIS or LIMS. In the past, the term "laboratory information system" or "LIS" was used for solutions designed for medical labs, whereas "laboratory information management system" or "LIMS" was commonly used for non-medical functionality. Over the years, some software vendors have blurred these distinctions, with "LIMS" being used interchangeably with "LIS" in vendor marketing. Today, you'll see both terms being used to reference a laboratory informatics solution designed to assist medical laboratories manage testing workflows, data, and other aspects of their operations.
'''''Test, experiment, and patient management'''''


A December 2019 survey by ''Medical Laboratory Observer'', consisting of 273 respondents, is somewhat revealing in what a LIS or LIMS is being used for by a medical laboratory. Ninety-five percent of respondents indicated they use it to streamline their electronic order entry and result management, with medical data connectivity being the second most popular use. Automation tools, customer relationship management, scheduling, inventory management, revenue management, quality management, and reporting were all also mentioned as important to users.<ref name="SilvaITSol19">{{cite web |url=https://www.mlo-online.com/information-technology/article/21117759/it-solutions-in-the-clinical-lab |title=IT solutions in the clinical lab |author=Silva, B. |work=Medical Laboratory Observer |date=19 December 2019 |accessdate=18 November 2021}}</ref> When asked to select from five choices (or provide some other reason) in regard to what their top priority was in selecting a LIS or LIMS, respondents indicated that their most important priority was providing data analysis mechanisms for all types of pathology. See Table 1 below for all responses.
*specimen log-in and management, with support for unique IDs
*batching support
*barcode and RFID support
*specimen tracking
*clinical decision support, including test ordering tools and duplicate test checks
*custom test management
*event and instrument scheduling
*templates, forms, and data fields that are configurable
*analytical tools, including data visualization, trend analysis, and data mining features
*data import and export
*robust query tools
*document and image management
*project and experiment management
*workflow management
*patient management
*case management
*physician and supplier management


{|
| style="vertical-align:top;" |
{| class="wikitable" border="1" cellpadding="5" cellspacing="0" width="100%"
|-
  | colspan="2" style="background-color:white; padding-left:10px; padding-right:10px;" |'''Table 1.''' ''MLO'' survey responses to what the top priority was when acquiring a LIS or LIMS<ref name="SilvaITSol19" />
|-
  ! style="padding-left:10px; padding-right:10px;" |Top acquisition priority for LIS or LIMS based on a survey; ''n'' = 273
  ! style="padding-left:10px; padding-right:10px;" |Percentage of<br />respondents
|-
  | style="background-color:white; padding-left:10px; padding-right:10px;" |Analytic solutions for clinical/anatomical/molecular pathology
  | style="background-color:white; padding-left:10px; padding-right:10px;" |36%
|-
  | style="background-color:white; padding-left:10px; padding-right:10px;" |Multi-lab networking/connectivity
  | style="background-color:white; padding-left:10px; padding-right:10px;" |25%
|-
  | style="background-color:white; padding-left:10px; padding-right:10px;" |Integration with [[electronic medical record]]s (EMRs)
  | style="background-color:white; padding-left:10px; padding-right:10px;" |21%
|-
  | style="background-color:white; padding-left:10px; padding-right:10px;" |Flexible management capabilities
  | style="background-color:white; padding-left:10px; padding-right:10px;" |8%
|-
  | style="background-color:white; padding-left:10px; padding-right:10px;" |Real-time and/or automated inventory management
  | style="background-color:white; padding-left:10px; padding-right:10px;" |6%
|-
  | style="background-color:white; padding-left:10px; padding-right:10px;" |Other (e.g., cost, patient safety needs, and training management)
  | style="background-color:white; padding-left:10px; padding-right:10px;" |4%
|-
|}
|}


These responses help paint a picture of what a LIS or LIMS can do, but there's definitely more to it. (See the next subsection on features and functions.) And other systems are also being used in medical laboratories. The previously mentioned ''MLO'' survey indicated that 68 percent of respondents came from a [[hospital]] laboratory, highlighting their importance in the medical diagnostic laboratory demographic. As such, we'd be remiss to not mention the [[hospital information system]] (HIS), a hospital-level information management system that often incorporates modular functionality similar to that of a LIS or LIMS. However, some such labs will often have their own laboratory data management solution independent of the HIS.
'''''Quality, security, and compliance'''''


The survey also made reference the the EMR. This software, along with the [[electronic health record]] (EHR), is most prevalent among health care systems and other ambulatory providers, including physicians. (As of 2019, approximately 89.9 percent of U.S. physicians have adopted EMRs or EHRs.<ref name="ONC_EHRAdopt19">{{cite web |url=https://www.cdc.gov/nchs/fastats/electronic-medical-records.htm |title=Electronic Medical Records/Electronic Health Records (EMRs/EHRs) |publisher=Centers for Disease Control and Prevention |date=14 October 2021 |accessdate=18 November 2021}}</ref>) These systems act as portable, longitudinal collections of patient and population data and a convenient tool for documenting, monitoring, and managing health care delivery. Medical diagnostic laboratory workflow typically sees test data from a LIS get transferred to the respective patient's record in the EHR.<ref name="PerrottaValid16">{{cite journal |title=Validating Laboratory Results in Electronic Health Records: A College of American Pathologists Q-Probes Study |journal=Archives of Pathology and Laboratory Medicine |author=Perrotta, P.L.; Karcher, D.S. |volume=140 |issue=9 |pages=926–31 |year=2016 |doi=10.5858/arpa.2015-0320-CP |pmid=27575266 |pmc=PMC5513146}}</ref>
*quality assurance / quality control mechanisms, including tracking of nonconformance
*data normalization and validation
*results review and approval
*version control
*user qualification, performance, and training management
*audit trails and chain of custody support
*configurable and granular role-based security
*configurable system access and use (log-in requirements, account usage rules, account locking, etc.)
*electronic signature support
*configurable alarms and alerts
*data encryption and secure communication protocols
*data archiving and retention support
*configurable data backups
*environmental monitoring and control


Finally, you may also see [[electronic laboratory notebook]]s (ELN) in medical research labs.<ref name="ManzelRequire13">{{cite journal |title=Requirement analysis for an electronic laboratory notebook for sustainable data management in biomedical research |journal=Studies in Health Technologies and Informatics |author=Menzel, J.; Weil, P.; Bittihn, P. et al. |volume=192 |page=1108 |year=2013 |doi=10.3233/978-1-61499-289-9-1108 |pmid=23920882}}</ref><ref name="GuerreroAnal16">{{cite journal |title=Analysis and Implementation of an Electronic Laboratory Notebook in a Biomedical Research Institute |journal=PLoS One |author=Guerrero, S.; Dujardin, G.; Cabrera-Andrade, A. et al. |volume=11 |issue=8 |at=e0160428 |year=2016 |doi=10.1371/journal.pone.0160428 |pmid=27479083 |pmc=PMC4968837}}</ref> This software acts as an electronic substitute for the traditional [[laboratory notebook]], assisting researchers with direct recording of experiment data, linking records, and protecting proprietary information. They can typically be integrated with other software systems as well.


Choosing the right software will largely depend on your laboratory type and what you wish to accomplish. We next review the base features of offerings like an LIS and LIMS, as well as the features required by sub-specialties of medical science.
'''''Operations management and reporting'''''
 
*customizable rich-text reporting, with multiple supported output formats
*synoptic reporting
*industry-compliant labeling
*email integration
*internal messaging system
*revenue management
*instrument interfacing and data management
*instrument calibration and maintenance tracking
*inventory and reagent management
*third-party software and database interfacing
*mobile device support
*voice recognition capability
*results portal for external parties
*integrated (or online) system help
*configurable language
 
 
'''Specialty-specific functionality'''
 
In the following subsections, the subcategories of labs we looked at in the prior chapter are reviewed, specifically for functionality critical to their specialty. This functionality is supported by four to five citations from vendors and other academic sources.
 
 
'''''Anatomical and clinical pathology lab'''''<ref name="LabWareAnatomic20">{{cite web |url=https://www.labware.com/industries/healthcare#anatomic |title=Anatomic Pathology |publisher=LabWare, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="SunquestCoPath20">{{cite web |url=https://www.sunquestinfo.com/software-and-services/copathplus/ |title=Sunquest CoPathPlus |publisher=Sunquest Information Systems, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="NovoPathHome20">{{cite web |url=https://www.novopath.com/ |title=NovoPath: Redefining Laboratory Information Systems |publisher=NovoPath, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="TDMS_TDHistoCyto20">{{cite web |url=https://www.technidata-web.com/en-gb/solutions-services/solutions/histopathology |title=TD HistoCyto |publisher=Technidata SAS |date=2021 |accessdate=18 November 2021}}</ref>:
 
*configure the system using templates for histology and cytology case types
*add, view, and link pre-generated organ maps and other diagrams
*add, view, and link custom annotated pathology imaging
*track abnormal results and provide trending reports for monitoring disease populations
*support blocks and slides as specimens, with predefined descriptions
*document grossing examinations
*print slides and cassettes
*provide case management, reporting, and test requisition
*provide specialty workflow for autopsy
*provide specialty workflow for gynecological cytology, including HPV + Pap co-testing for cervical cancer
*provide stain panels and histology worksheets
*support shared management of tissue samples among departments
*support EHR integration
*support polymerase chain reaction (PCR) workflow and reporting
*support pathology-specific reflex testing
*provide option to combine same-day anatomical and clinical pathology results and reporting
*flag unusual cases for conference or committee reporting
 
 
[[File:Harsh Vardhan at the inaugural ceremony of the new campus of Centre for DNA Fingerprinting and Diagnostics (CDFD), in Hyderabad.JPG|right|350px]]'''Forensic pathology lab'''<ref name="AbbotStarlimsForensic20">{{cite web |url=https://www.starlims.com/us/en/industries/forensics |title=Starlims Forensic LIMS |publisher=Abbot |date=2021 |accessdate=18 November 2021}}</ref><ref name="LabLynxForensics20">{{cite web |url=https://www.lablynx.com/forensics/ |title=Forensics & Medical Examiner |publisher=LabLynx, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="ThermoFisherLIMSForens20">{{cite web |url=https://www.thermofisher.com/order/catalog/product/INF-12000-FORENSIC#/INF-12000-FORENSIC |archiveurl=https://web.archive.org/web/20171212065803/https://www.thermofisher.com/order/catalog/product/INF-12000-FORENSIC |title=LIMS Solution for Forensics |publisher=Thermo Fisher Scientific |date=2017 |archivedate=12 December 2017 |accessdate=18 November 2021}}</ref><ref name="PorterLeeLab20">{{cite web |url=http://www.porterlee.com/lims.html |title=Laboratory Information Management System |publisher=Porter Lee Corporation |date=2021 |accessdate=18 November 2021}}</ref>:
 
*support pre-logging of evidence
*allow full documentation of a crime scene
*track storage, movement, and disposal of evidence and property using an ASTM-compliant log
*manage chain-of-custody transfers of evidence and samples
*provide quarantine protocol for samples and evidence
*provide forensic case management, including case status and court testimony
*manage agency interactions and information
*add, view, and link forensic imaging into case files
*manage field scheduling for fingerprinting, homicide casing, and lab work
*provide custom reporting for toxicology and controlled substance analyses
*provide support for DNA profile management
*provide support for convicted offender and other database integration
*support the use of personal identity verification and other forms of hardware-based (i.e., public key infrastructure or PKI) token authentication
 
 
'''''Physician office lab''''':
 
The [[physician office laboratory]] (POL) is arguably a simpler version of the medical diagnostics lab, often depending on CLIA-waived and CLIA-certified point-of-care instruments for making diagnoses. As such, the data management requirements for a POL are typically not as significant as those of a large-scale diagnostic laboratory. That said, a POL employing laboratory informatics will still need much of the same base functionality mentioned prior, and the system will still need to comply with data management and sharing regulations such as those found with HIPAA and CLIA.
 
Any POL performing sufficient volumes of testing to benefit from using a laboratory informatics solution may also want to consider the costs and drawbacks, if any, of interfacing to their EHR system, if they have one. In a case where the POL is in a position to consider both an LIS and an EHR at the same time, they should examine the features and potential integration of those products, and they should be sure to consider any future potential of integrating their systems with other external data management systems, including another reference laboratory.
 
In some cases, an EHR with some laboratory management functionality may make a solid alternative. If considering an EHR that includes some LIS functionality, be sure to clearly identify the functional requirements and demo the system thoroughly to ensure test and reporting workflows make sense. Finally, in cases where POL test volumes are low—coming from only one or a few instruments—and an LIS is not required, POL operators may want to simply consider a [[middleware]] option that smoothly facilitates the flow of instrument data to the EHR.
 
 
'''''Integrative medicine lab''''':
 
If an integrative medicine laboratory is using a laboratory informatics solution, their requirements will be nearly identical to a standard medical diagnostic laboratory, meaning the base functionality mentioned prior will likely be suitable. If there is a major difference or required piece of additional functionality, it will have to do with a more extensive list of available tests and billing codes for them. This usually consists of expansions into nutritional, metabolic, and toxicity test types, as well as support for diagnostic imaging.<ref name="BralleyBasic">{{cite book |url=https://books.google.com/books?id=CpXVAwgOv7sC&pg=PT11 |chapter=Chapter 1: Basic Concepts |title=Laboratory Evaluations for Integrative and Functional Medicine |author=Bralley, J.A.; Lord, R.S. |publisher=MetaMetrix Institute |edition=2nd |pages=1–16 |year=2008 |isbn=0967394945}}</ref>
 
 
'''''Public health lab'''''<ref name="APHLLab19" /><ref name="LabWarePublic20">{{cite web |url=https://www.labware.com/industries/healthcare#publichealth |title=Public Health |publisher=LabWare, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="OrchardPublic20">{{cite web |url=https://www.orchardsoft.com/solutions/public-health-labs/ |title=Public Health Laboratories |publisher=Orchard Software Corporation |date=2021 |accessdate=18 November 2021}}</ref><ref name="CommonCentsApollo20">{{cite web |url=https://www.apollolims.com/lab-expertise/public-health/ |title=ApolloLIMS for Public Health Labs |publisher=Common Cents Systems, Inc |date=2021 |accessdate=18 November 2021}}</ref>:
 
*provide specialty workflow for newborn screening
*provide surge capacity for high-priority analyses
*provide workflow and tools for managing microorganisms and toxins of elevated risk
*support most medical test protocols and specimen types
*support ELISA, DNA extraction, sequencing, and other molecular workflows
*support for a robust set of decision support rules for reflex testing
*support the Centers for Disease Control and Prevention's PHIN Messaging System
*support other electronic data exchange standards for critical community partners
 
 
'''''Toxicology lab'''''<ref name="APEasyFeatures20">{{cite web |url=https://easytoxicology.com/features/ |archiveurl=https://web.archive.org/web/20201028074209/https://easytoxicology.com/features/ |title=Easytox: Features |publisher=AP Easy Software Solutions |date=2020 |archivedate=28 October 2020 |accessdate=18 November 2021}}</ref><ref name="DataUnlimitedLIMSSol20">{{cite web |url=http://www.duii.com/products/starfruit-toxicology/ |title=Starfruit Toxicology |publisher=Data Unlimited International, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="LabLynxToxicology20">{{cite web |url=https://lablynx.com/toxicology/ |title=Toxicology LIMS |publisher=LabLynx, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="DTPMOnlineData20">{{cite web |url=https://www.dtpm.com/online-data-management/ |title=Online Data Management |publisher=DTPM, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="OrchardPain20">{{cite web |url=https://www.orchardsoft.com/solutions/pain-management-toxicology-labs/ |title=Pain Management & Toxicology Labs |publisher=Orchard Software Corporation |date=2021 |accessdate=18 November 2021}}</ref>:
 
*support customizable drug panels and tests
*support reference lab activities
*track prescribed medicines and associated history
*provide management for compounds and compound grouping
*provide medication-based compliance monitoring and interpretive reporting on it
*provide decision-support rules for pain management and toxicology
*provide toxicology-specific reporting formats
*manage drug court cases associated with testing
 
 
'''''Blood bank and transfusion lab'''''<ref name="SunquestBloodBank20">{{cite web |url=https://www.sunquestinfo.com/software-and-services/blood-bank-management/ |title=Sunquest Blood Bank |publisher=Sunquest Information Systems, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="SCCBlood20">{{cite web |url=https://www.softcomputer.com/products-services/blood-services/ |title=SCC's Blood Services Information Systems Suite |publisher=SCC Soft Computer |date=2021 |accessdate=18 November 2021}}</ref><ref name="HemasoftHome20">{{cite web |url=http://www.hemasoft.com/ |title=Hemasoft |publisher=Hemasoft Software SL |date=2021 |accessdate=18 November 2021}}</ref><ref name="TDMS_TDBloodBank20">{{cite web |url=https://www.technidata-web.com/en-gb/solutions-services/solutions/blood-banking |title=TD BloodBank |publisher=Technidata SAS |date=2021 |accessdate=18 November 2021}}</ref>:
 
*manage inventory across multiple facilities
*manage donor and harvested tissues
*support positive patient identification (PPID)
*support the ISBT 128 standard for medical products of human origin
*support for both autologous and directed medical product management
*allow for emergency release of inventory
*allow for electronic crossmatch of human-based medical products
*manage medical product recall and documentation
*manage donor demographics, notification, scheduling, and history
*manage donation drives and other campaigns
*track bag and supply lot numbers
*track quality control testing
*monitor access to and environmental conditions of supply fridges
*provide workflow management for non-standard patients
*support antibody screening processes
 
 
[[File:Medical Examination of a Clinical Trial Volunteer (45116548811).jpg|right|350px]]'''Central and contract research lab'''<ref name="EurofinsSupport20">{{cite web |url=https://www.eurofins.com/biopharma-services/central-lab-old/support-services/data-management/ |title=Supporting Services - Data management |publisher=Eurofins Scientific |date=2021 |accessdate=18 November 2021}}</ref><ref name="AbbotStarlimsClin20">{{cite web |url=https://www.starlims.com/us/en/industries/clinical-research |title=Starlims Clinical Research LIMS |publisher=Abbot |date=2021 |accessdate=18 November 2021}}</ref><ref name="LabWareClinical20">{{cite web |url=https://www.labware.com/industries/biobanking-clinical#clinical |title=Clinical Research |publisher=LabWare, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="MedpaceClinTrak20">{{cite web |url=https://www.medpace.com/capabilities/technology/laboratory-information-management/ |title=ClinTrak Lab |publisher=Medpace, Inc |date=2021 |accessdate=18 November 2021}}</ref>:
 
*manage and track clinical trial kits
*manage multi-site logistics of specimens
*provide a reservation function for specimens
*manage clinical trials and their various functions, including recruitment, study protocols, treatment groups, metadata, multi-site master scheduling, consent checks, and other required reporting
*provide special access privileges to sponsors, monitors, and investigators
*support a wide variety of data transfer formats, including CDISC, ASCII, SAS, and XML
*provide patient management, including demographics, consent forms, clinical notation, and test results
*provide highly configurable "blinding" features for reports and the user interface
*track contracts, budgets, and other financials
*develop exclusion rules and monitor exclusions
*support testing for a wide variety of disciplines
*provide study-specific monitoring and alerts
*provide granular cumulative reporting
*provide study-specific project portals that allow review of documents, data visualizations, training material, and other study information
 
 
'''''Genetic diagnostics and cytogenetics labs'''''<ref name="SunquestMitogen20">{{cite web |url=https://www.sunquestinfo.com/software-and-services/lims/ |title=Sunquest Mitogen LIMS |publisher=Sunquest Information Systems, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="XifinMolec20">{{cite web |url=https://www.xifin.com/industry-solutions/laboratory/molecular-diagnostics |title=Molecular Diagnostics |publisher=XIFIN, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="PsycheNucleoLIS20">{{cite web |url=https://psychesystems.com/enterprise-laboratory-information-software/nucleolis-molecular-lab-testing-software/ |title=NucleoLIS - Flexible & Modern LIS |publisher=Psyche Systems |date=2021 |accessdate=18 November 2021}}</ref><ref name="MyersLab18">{{cite journal |title=Laboratory Information Systems and Instrument Software Lack Basic Functionality for Molecular Laboratories |journal=Journal of Molecular Diagnostics |author=Myers, C.; Swadley, M.; Carter, A.B. |volume=20 |issue=5 |pages=591–99 |year=2018 |doi=10.1016/j.jmoldx.2018.05.011}}</ref>:
 
*manage sample collection kits
*manage informed consent documentation
*provide customized workflows for molecular and [[DNA sequencing#High-throughput methods|next-generation sequencing]] (NGS) testing
*track specimen and aliquot lineage for cell lines, tissues, slides, etc.
*track nucleic acid quantity and quality of specimens
*support a wide array of molecular testing and associated data fields, including biochemical and molecular genetics, carrier screening, immunology, molecular profiling, prenatal and newborn testing, and pharmacogenetics
*provide custom workflows for FISH, PCR, gel electrophoresis, cytogenetics, DNA sequencing, and more
*support specialty testing reimbursement and other revenue management unique to this lab type
*support single sign-on with imaging platforms
*provide color coding for turn-around time and other testing statuses
*provide cleanly formatted rich-text reports customized for molecular diagnostics
 
 
'''''Medical cannabis testing lab'''''<ref name="LabLynxCanna20">{{cite web |url=https://www.lablynx.com/cannabis/ |title=Cannabis LIMS for QA and Medical Research |publisher=LabLynx, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="KhemiaCanna20">{{cite web |url=https://khemia.com/industries/cannabis-testing/ |title=Cannabis Testing |publisher=Khemia Software, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="LabWareCanna20">{{cite web |url=https://www.labware.com/lims/saas/grow |title=LabWare GROW |publisher=LabWare, Inc |date=2021 |accessdate=18 November 2021}}</ref><ref name="QBenchLIMS20">{{cite web |url=https://qbench.net/qbench-lims-cannabis-testing-labs/ |title=LIMS for Cannabis & Hemp Analysis Labs |publisher=Junction Concepts |date=2021 |accessdate=18 November 2021}}</ref><ref name="PaszkoSelecting20">{{cite web |url=https://www.labcompare.com/10-Featured-Articles/354722-Selecting-a-LIMS-for-the-Cannabis-Industry/ |title=Selecting a LIMS for the Cannabis Industry |work=LabCompare |publisher=CompareNetworks, Inc |date=27 November 2018 |accessdate=21 November 2021}}</ref>:
 
*add, view, and link custom annotated images
*interface with a wide array of chromatography and spectroscopy instruments
*optimize sample login and management for the industry, including clear differentiation between medical and recreational cannabis
*provide compliant test protocols, workflows, labels, and reporting for medical cannabis testing
*provide ability to interface with state-required compliance reporting systems
*support inventory reconciliation
*support disease testing, sexing, and genetic tracking of cannabis
*support stability testing
 


==References==
==References==
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{{Reflist|colwidth=30em}}

Revision as of 23:43, 21 January 2022

Base features

A LIS or LIMS can have an extravagant list of features, or it may have minimal functionality. Software developers with competent and experienced personnel usually do well with a collection of the required base features, plus any industry-specific features a laboratory may need. But not all developers get it right.

What follows is a list of system functionality that is considered by a variety of experts to be vital to almost any medical diagnostic or research laboratory.[1][2][3][4] Without this functionality, end users may at best grumble about additional workloads or more complicated procedures, and at worse be setting themselves up for major liability issues by not complying with regulations. Arguably, a few items such as mobile device support, voice recognition, and multilingual support may be negotiable, but if the system you are evaluating doesn't contain most of the below bullet-pointed functionality, you may want to look elsewhere.


Test, experiment, and patient management

  • specimen log-in and management, with support for unique IDs
  • batching support
  • barcode and RFID support
  • specimen tracking
  • clinical decision support, including test ordering tools and duplicate test checks
  • custom test management
  • event and instrument scheduling
  • templates, forms, and data fields that are configurable
  • analytical tools, including data visualization, trend analysis, and data mining features
  • data import and export
  • robust query tools
  • document and image management
  • project and experiment management
  • workflow management
  • patient management
  • case management
  • physician and supplier management


Quality, security, and compliance

  • quality assurance / quality control mechanisms, including tracking of nonconformance
  • data normalization and validation
  • results review and approval
  • version control
  • user qualification, performance, and training management
  • audit trails and chain of custody support
  • configurable and granular role-based security
  • configurable system access and use (log-in requirements, account usage rules, account locking, etc.)
  • electronic signature support
  • configurable alarms and alerts
  • data encryption and secure communication protocols
  • data archiving and retention support
  • configurable data backups
  • environmental monitoring and control


Operations management and reporting

  • customizable rich-text reporting, with multiple supported output formats
  • synoptic reporting
  • industry-compliant labeling
  • email integration
  • internal messaging system
  • revenue management
  • instrument interfacing and data management
  • instrument calibration and maintenance tracking
  • inventory and reagent management
  • third-party software and database interfacing
  • mobile device support
  • voice recognition capability
  • results portal for external parties
  • integrated (or online) system help
  • configurable language


Specialty-specific functionality

In the following subsections, the subcategories of labs we looked at in the prior chapter are reviewed, specifically for functionality critical to their specialty. This functionality is supported by four to five citations from vendors and other academic sources.


Anatomical and clinical pathology lab[5][6][7][8]:

  • configure the system using templates for histology and cytology case types
  • add, view, and link pre-generated organ maps and other diagrams
  • add, view, and link custom annotated pathology imaging
  • track abnormal results and provide trending reports for monitoring disease populations
  • support blocks and slides as specimens, with predefined descriptions
  • document grossing examinations
  • print slides and cassettes
  • provide case management, reporting, and test requisition
  • provide specialty workflow for autopsy
  • provide specialty workflow for gynecological cytology, including HPV + Pap co-testing for cervical cancer
  • provide stain panels and histology worksheets
  • support shared management of tissue samples among departments
  • support EHR integration
  • support polymerase chain reaction (PCR) workflow and reporting
  • support pathology-specific reflex testing
  • provide option to combine same-day anatomical and clinical pathology results and reporting
  • flag unusual cases for conference or committee reporting


Harsh Vardhan at the inaugural ceremony of the new campus of Centre for DNA Fingerprinting and Diagnostics (CDFD), in Hyderabad.JPG

Forensic pathology lab[9][10][11][12]:

  • support pre-logging of evidence
  • allow full documentation of a crime scene
  • track storage, movement, and disposal of evidence and property using an ASTM-compliant log
  • manage chain-of-custody transfers of evidence and samples
  • provide quarantine protocol for samples and evidence
  • provide forensic case management, including case status and court testimony
  • manage agency interactions and information
  • add, view, and link forensic imaging into case files
  • manage field scheduling for fingerprinting, homicide casing, and lab work
  • provide custom reporting for toxicology and controlled substance analyses
  • provide support for DNA profile management
  • provide support for convicted offender and other database integration
  • support the use of personal identity verification and other forms of hardware-based (i.e., public key infrastructure or PKI) token authentication


Physician office lab:

The physician office laboratory (POL) is arguably a simpler version of the medical diagnostics lab, often depending on CLIA-waived and CLIA-certified point-of-care instruments for making diagnoses. As such, the data management requirements for a POL are typically not as significant as those of a large-scale diagnostic laboratory. That said, a POL employing laboratory informatics will still need much of the same base functionality mentioned prior, and the system will still need to comply with data management and sharing regulations such as those found with HIPAA and CLIA.

Any POL performing sufficient volumes of testing to benefit from using a laboratory informatics solution may also want to consider the costs and drawbacks, if any, of interfacing to their EHR system, if they have one. In a case where the POL is in a position to consider both an LIS and an EHR at the same time, they should examine the features and potential integration of those products, and they should be sure to consider any future potential of integrating their systems with other external data management systems, including another reference laboratory.

In some cases, an EHR with some laboratory management functionality may make a solid alternative. If considering an EHR that includes some LIS functionality, be sure to clearly identify the functional requirements and demo the system thoroughly to ensure test and reporting workflows make sense. Finally, in cases where POL test volumes are low—coming from only one or a few instruments—and an LIS is not required, POL operators may want to simply consider a middleware option that smoothly facilitates the flow of instrument data to the EHR.


Integrative medicine lab:

If an integrative medicine laboratory is using a laboratory informatics solution, their requirements will be nearly identical to a standard medical diagnostic laboratory, meaning the base functionality mentioned prior will likely be suitable. If there is a major difference or required piece of additional functionality, it will have to do with a more extensive list of available tests and billing codes for them. This usually consists of expansions into nutritional, metabolic, and toxicity test types, as well as support for diagnostic imaging.[13]


Public health lab[1][14][15][16]:

  • provide specialty workflow for newborn screening
  • provide surge capacity for high-priority analyses
  • provide workflow and tools for managing microorganisms and toxins of elevated risk
  • support most medical test protocols and specimen types
  • support ELISA, DNA extraction, sequencing, and other molecular workflows
  • support for a robust set of decision support rules for reflex testing
  • support the Centers for Disease Control and Prevention's PHIN Messaging System
  • support other electronic data exchange standards for critical community partners


Toxicology lab[17][18][19][20][21]:

  • support customizable drug panels and tests
  • support reference lab activities
  • track prescribed medicines and associated history
  • provide management for compounds and compound grouping
  • provide medication-based compliance monitoring and interpretive reporting on it
  • provide decision-support rules for pain management and toxicology
  • provide toxicology-specific reporting formats
  • manage drug court cases associated with testing


Blood bank and transfusion lab[22][23][24][25]:

  • manage inventory across multiple facilities
  • manage donor and harvested tissues
  • support positive patient identification (PPID)
  • support the ISBT 128 standard for medical products of human origin
  • support for both autologous and directed medical product management
  • allow for emergency release of inventory
  • allow for electronic crossmatch of human-based medical products
  • manage medical product recall and documentation
  • manage donor demographics, notification, scheduling, and history
  • manage donation drives and other campaigns
  • track bag and supply lot numbers
  • track quality control testing
  • monitor access to and environmental conditions of supply fridges
  • provide workflow management for non-standard patients
  • support antibody screening processes


Medical Examination of a Clinical Trial Volunteer (45116548811).jpg

Central and contract research lab[26][27][28][29]:

  • manage and track clinical trial kits
  • manage multi-site logistics of specimens
  • provide a reservation function for specimens
  • manage clinical trials and their various functions, including recruitment, study protocols, treatment groups, metadata, multi-site master scheduling, consent checks, and other required reporting
  • provide special access privileges to sponsors, monitors, and investigators
  • support a wide variety of data transfer formats, including CDISC, ASCII, SAS, and XML
  • provide patient management, including demographics, consent forms, clinical notation, and test results
  • provide highly configurable "blinding" features for reports and the user interface
  • track contracts, budgets, and other financials
  • develop exclusion rules and monitor exclusions
  • support testing for a wide variety of disciplines
  • provide study-specific monitoring and alerts
  • provide granular cumulative reporting
  • provide study-specific project portals that allow review of documents, data visualizations, training material, and other study information


Genetic diagnostics and cytogenetics labs[30][31][32][33]:

  • manage sample collection kits
  • manage informed consent documentation
  • provide customized workflows for molecular and next-generation sequencing (NGS) testing
  • track specimen and aliquot lineage for cell lines, tissues, slides, etc.
  • track nucleic acid quantity and quality of specimens
  • support a wide array of molecular testing and associated data fields, including biochemical and molecular genetics, carrier screening, immunology, molecular profiling, prenatal and newborn testing, and pharmacogenetics
  • provide custom workflows for FISH, PCR, gel electrophoresis, cytogenetics, DNA sequencing, and more
  • support specialty testing reimbursement and other revenue management unique to this lab type
  • support single sign-on with imaging platforms
  • provide color coding for turn-around time and other testing statuses
  • provide cleanly formatted rich-text reports customized for molecular diagnostics


Medical cannabis testing lab[34][35][36][37][38]:

  • add, view, and link custom annotated images
  • interface with a wide array of chromatography and spectroscopy instruments
  • optimize sample login and management for the industry, including clear differentiation between medical and recreational cannabis
  • provide compliant test protocols, workflows, labels, and reporting for medical cannabis testing
  • provide ability to interface with state-required compliance reporting systems
  • support inventory reconciliation
  • support disease testing, sexing, and genetic tracking of cannabis
  • support stability testing


References

  1. 1.0 1.1 Association of Public Health Laboratories (May 2019). "Laboratory Information Systems Project Management: A Guidebook for International Implementations" (PDF). APHL. https://www.aphl.org/aboutAPHL/publications/Documents/GH-2019May-LIS-Guidebook-web.pdf. Retrieved 18 November 2021. 
  2. Kyobe, S.; Musinguzi, H.; Lwanga, N. et al. (2017). "Selecting a Laboratory Information Management System for Biorepositories in Low- and Middle-Income Countries: The H3Africa Experience and Lessons Learned". Biopreservation and Biobanking 15 (2): 111–15. doi:10.1089/bio.2017.0006. PMC PMC5397240. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5397240. 
  3. List, M.; Schmidt, S.; Trojnar, J. et al. (2014). "Efficient sample tracking with OpenLabFramework". Scientific Reports 4: 4278. doi:10.1038/srep04278. PMC PMC3940979. PMID 24589879. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3940979. 
  4. Splitz, A.R.; Balis, U.J.; Friedman, B.A. et al. (20 September 2013). "LIS Functionality Assessment Toolkit". Association for Pathology Informatics. https://www.pathologyinformatics.org/toolkit.php. Retrieved 18 November 2021. 
  5. "Anatomic Pathology". LabWare, Inc. 2021. https://www.labware.com/industries/healthcare#anatomic. Retrieved 18 November 2021. 
  6. "Sunquest CoPathPlus". Sunquest Information Systems, Inc. 2021. https://www.sunquestinfo.com/software-and-services/copathplus/. Retrieved 18 November 2021. 
  7. "NovoPath: Redefining Laboratory Information Systems". NovoPath, Inc. 2021. https://www.novopath.com/. Retrieved 18 November 2021. 
  8. "TD HistoCyto". Technidata SAS. 2021. https://www.technidata-web.com/en-gb/solutions-services/solutions/histopathology. Retrieved 18 November 2021. 
  9. "Starlims Forensic LIMS". Abbot. 2021. https://www.starlims.com/us/en/industries/forensics. Retrieved 18 November 2021. 
  10. "Forensics & Medical Examiner". LabLynx, Inc. 2021. https://www.lablynx.com/forensics/. Retrieved 18 November 2021. 
  11. "LIMS Solution for Forensics". Thermo Fisher Scientific. 2017. Archived from the original on 12 December 2017. https://web.archive.org/web/20171212065803/https://www.thermofisher.com/order/catalog/product/INF-12000-FORENSIC. Retrieved 18 November 2021. 
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  15. "Public Health Laboratories". Orchard Software Corporation. 2021. https://www.orchardsoft.com/solutions/public-health-labs/. Retrieved 18 November 2021. 
  16. "ApolloLIMS for Public Health Labs". Common Cents Systems, Inc. 2021. https://www.apollolims.com/lab-expertise/public-health/. Retrieved 18 November 2021. 
  17. "Easytox: Features". AP Easy Software Solutions. 2020. Archived from the original on 28 October 2020. https://web.archive.org/web/20201028074209/https://easytoxicology.com/features/. Retrieved 18 November 2021. 
  18. "Starfruit Toxicology". Data Unlimited International, Inc. 2021. http://www.duii.com/products/starfruit-toxicology/. Retrieved 18 November 2021. 
  19. "Toxicology LIMS". LabLynx, Inc. 2021. https://lablynx.com/toxicology/. Retrieved 18 November 2021. 
  20. "Online Data Management". DTPM, Inc. 2021. https://www.dtpm.com/online-data-management/. Retrieved 18 November 2021. 
  21. "Pain Management & Toxicology Labs". Orchard Software Corporation. 2021. https://www.orchardsoft.com/solutions/pain-management-toxicology-labs/. Retrieved 18 November 2021. 
  22. "Sunquest Blood Bank". Sunquest Information Systems, Inc. 2021. https://www.sunquestinfo.com/software-and-services/blood-bank-management/. Retrieved 18 November 2021. 
  23. "SCC's Blood Services Information Systems Suite". SCC Soft Computer. 2021. https://www.softcomputer.com/products-services/blood-services/. Retrieved 18 November 2021. 
  24. "Hemasoft". Hemasoft Software SL. 2021. http://www.hemasoft.com/. Retrieved 18 November 2021. 
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  26. "Supporting Services - Data management". Eurofins Scientific. 2021. https://www.eurofins.com/biopharma-services/central-lab-old/support-services/data-management/. Retrieved 18 November 2021. 
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  30. "Sunquest Mitogen LIMS". Sunquest Information Systems, Inc. 2021. https://www.sunquestinfo.com/software-and-services/lims/. Retrieved 18 November 2021. 
  31. "Molecular Diagnostics". XIFIN, Inc. 2021. https://www.xifin.com/industry-solutions/laboratory/molecular-diagnostics. Retrieved 18 November 2021. 
  32. "NucleoLIS - Flexible & Modern LIS". Psyche Systems. 2021. https://psychesystems.com/enterprise-laboratory-information-software/nucleolis-molecular-lab-testing-software/. Retrieved 18 November 2021. 
  33. Myers, C.; Swadley, M.; Carter, A.B. (2018). "Laboratory Information Systems and Instrument Software Lack Basic Functionality for Molecular Laboratories". Journal of Molecular Diagnostics 20 (5): 591–99. doi:10.1016/j.jmoldx.2018.05.011. 
  34. "Cannabis LIMS for QA and Medical Research". LabLynx, Inc. 2021. https://www.lablynx.com/cannabis/. Retrieved 18 November 2021. 
  35. "Cannabis Testing". Khemia Software, Inc. 2021. https://khemia.com/industries/cannabis-testing/. Retrieved 18 November 2021. 
  36. "LabWare GROW". LabWare, Inc. 2021. https://www.labware.com/lims/saas/grow. Retrieved 18 November 2021. 
  37. "LIMS for Cannabis & Hemp Analysis Labs". Junction Concepts. 2021. https://qbench.net/qbench-lims-cannabis-testing-labs/. Retrieved 18 November 2021. 
  38. "Selecting a LIMS for the Cannabis Industry". LabCompare. CompareNetworks, Inc. 27 November 2018. https://www.labcompare.com/10-Featured-Articles/354722-Selecting-a-LIMS-for-the-Cannabis-Industry/. Retrieved 21 November 2021.