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Challenges to Pathology Informatics in the Era of the Electronic Medical Record. Bruce A. Friedman, M.D. Department of Pathology University of Michigan Medical School Ann Arbor, MI bfriedma@umich.edu (email) www.labsoftnews.com (blog). Organization and Structure of this Presentation.
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Challenges to Pathology Informatics in the Era of the Electronic Medical Record Bruce A. Friedman, M.D. Department of Pathology University of Michigan Medical School Ann Arbor, MI bfriedma@umich.edu (email) www.labsoftnews.com (blog)
Organization and Structure of this Presentation • Goal today is to map out future of pathology informatics in an era when the EMR dominates healthcare computing • To achieve this goal, will make series of SWAGs, first about future of healthcare followed by lab medicine & pathology • Having established this [personal] context, will then proceed to a discussion about the future of pathology informatics • Basic underlying thread is that lab operations/processes will become more decentralized, global, and complex • No shortage of challenges for pathology informatics as a discipline; however, nature & style of approach will change
Prediction #1: More Specific & Earlier Diagnoses (Lab Tests + Imaging) • New biomarkers (e.g., cancer, cardiovascular) now being developed, tested, & adopted at unprecedented rate • Lab test panels will expand to mega-panels (~100-200 tests) for diagnosis, monitoring, and wellness testing • Also, increased used of focused mini-panels of, say, 4-10 proteins; fingerprints for individual tumors & diseases • Biomarkers enable earlier dx of disease; challenges to payors/clinicians oriented toward overt signs/symptoms • Imaging technology improving continuously, yielding greater specificity when coupled with biomarker panels
Prediction #2: Increased Emphasis on Personalized/Customized Medicine • Personalized medicine will provide ability to offer appropriate therapy to the “right” patient when needed • Personalized drug cocktails developed only through knowledge of signaling of abnormal cells & how to disrupt • Treat a disease with appropriate agents/doses for cure; avoid harming normal tissues and lengthy hospital stays • Proteomics will ultimately be more clinically important than genomics; serum more accessible for lab testing • Analysis of results of “standard” mega-panels will require sophisticated computer analysis & professional oversight
Prediction #3: Increased Decentralization of Healthcare Delivery Away from Hospitals • Hospital beds will be reserved for unstable “medical” patients, trauma patients, and research subjects • Less severe patients will be seen on outpatient basis; moderately ill patients sent home with “monitoring “ • Satellite clinical units more convenient for patients; will keep them away from drug-resistant bugs in hospitals • Satellite units more consumer-friendly because will need to compete for patients on regional/global basis • Hospitals & satellite facilities linked via IT and video; will function as cogs in integrated virtual enterprise
Prediction #4: Home Care Becomes More Professional & “Institutionalized” • Continuous shift of care to less expensive venues; ICU =>general care =>outpatient =>technology-enabled homes • As sicker patients migrate to home settings, families will need more sophisticated acute monitoring services/support • Devices for monitoring/interpreting physiologic parameters & biomarkers from home care will be more available/affordable • Clinical information will be automatically transmitted to “clinical analysts” in healthcare monitoring “nodes” for a fee • Such an arrangement requires large capital investment in infrastructure/retraining & proof of cost-efficiency for payers
Prediction #5: Health System EMRs “Perceived” as Dominant Clinical Systems • For three decades, “ancillary” systems (labs, rad, pharma) have been the dominant clinical systems in hospitals • Recent public emphasis on errors in healthcare & standardization for efficiency placed spotlight on EMRs • C-level executives historically interested in PA/PM systems; now favoring EMRs under direct control of CIOs • Healthcare executives view the ancillaries as feeder- systems for EMRs; one-stop shopping for clinicians • Problem is that labs and radiology growing increasingly complex; can’t wedge all relevant data into the EMRs
Prediction #6: Healthcare Information Both More Integrated & More Fragmented • Momentum behind increasing power/influence of the EMRs being installed in major health delivery networks • Increasing interest/funding of RHIOs (regionalized health information orgs); reincarnation of failed CHINs of past • RHIOs will also fail but not until billions of dollars wasted; health systems have no interest/incentives in data-sharing • Simultaneous with centralization, LISs becoming more fragmented with emergence of V-LISs (networked modules) • RISs no longer highly integrated with reporting/scheduling systems that are separate from the PACS imaging systems
Prediction #7: Consumerism Will Alter Basic Healthcare Delivery Style/Processes • The web is educating a generation of knowledgeable healthcare consumers; no longer passive about care • Consumers going “bare” & higher co-pays for services will cause healthcare consumers to shop more by price • Some reform of healthcare system beginning at “bottom” with for-profit clinics being developed in big-box stores • Web will also enable price-comparisons for ambulatory care services; fee schedules will be posted in all facilities • Greater expectation from providers that their patients will take more responsibility for their own health & wellness
Prediction #8: Healthcare Goes Global; Competition/Collaboration Across Boundaries • Healthcare going global with many countries offering discounted procedures – orthopedic, cosmetic, fertility • Medical tourism catering to uninsured/insured with high co-pays, & pts. wanting to jump queues in UK/Canada • With quality & vetting of offshore sites, incentives for governmental health programs to offer overseas choices • India taking lead and utilizing U.S.-trained physicians in modern hospitals, performing cutting-edge operations • Dubai Healthcare City (DHC) partnering with prestigious players; example of quality/well financed global “nodes”
Prediction #9: Private Insurance System Will Persist with Government as Guarantor • There are going to be major expenditures as we move to new era of personalized medicine with US leading the way • Nation now spending about $1.65 trillion a year on healthcare -- 15 percent of gross domestic product • Not sure how high percentage can rise, but most significant problem now is growing numbers of uninsured • I don’t think nation has an appetite for major role of government in managing the healthcare system • The private insurance system, with all its faults, will persist but with federal underwriting of care for uninsured
Prediction #10: Clinicians May Co-opt Activities of “Diagnostic” Hospital Depts. • Because of skill in placing catheters, a portion of radiology has morphed from diagnosis to new forms of therapy • Rivalry between radiologists, cardiologists, vascular surgeons; competition for cardiac cath & stent placement business • In long run, I believe that patients will gravitate to those clinicians who can dx disease and treat any complications • Lesson relevant for both radiologists/pathologists; need to come to these specialties with higher level of clinical skills • Both groups needs to gravitate more toward theranostics; pathologists may have better shot because control of labs
Ten Predictions About Future of Lab Medicine, Lab Computing, and Pathology
Prediction #1: Lab Testing Will Flourish with Links to Personalized Medicine • Personalized medicine defined as picking the right drug for the right patient; tight link with pharmacogenomics • Avoids side effects of chemotherapy; promises more effective rx & possibility of reuse of abandoned drugs • Clinical trials will be refashioned in terms of the selection of subjects; promise of greatly reduced costs • Blue ribbon organization, Personalized Medicine Coalition, already formed to promote this approach • The clinical labs [hopefully] will sit at the epicenter of this emerging discipline; lab “profiling” is a prerequisite
Prediction #2: “Simple” Test Panels Gradually Replaced by Mega-Panels • Rapid emergence of multiple new biomarkers will usher in era of mega-panels (100-200 tests per panel) as routine • Mega-panels particularly revealing when coupled with sophisticated imaging; location + biomarker specificity • Cost of mega-panels not necessarily extravagant because of improved multiplexed testing with minimal reagent usage • Clinicians will need assistance in test result interpretation as complexity of lab reports increases; unique lab opportunity • Many of these biomarkers will be patented in some way, increasing costs; legal review of these patents under review
Prediction #3: LISs Will Flourish; Hospital EMRs Cannot Integrate All Complex Lab Data • Because of the size and complexity of “mopath” data & formatting constraints, EMRs can’t accession all lab data • Irony (and proof of statement) is that even the hospital-based LISs won’t be able to accommodate all lab data • Same applies to RISs and PACS; control of image servers in IDNs nearly always turfed to IT personnel in radiology • Reminiscent of situation two decades ago when hospital execs assumed that HISs would handle all clinical activity • Accord must be reached such that LISs, RISs, and pharmacy systems replicate only “top-level” data to EMRs
Prediction #4: LIS Architecture Will Migrate to Software-as-a-Service Model • This architecture was originally called application service provider (ASP); obtained modest LIS/LIMS successes • ASP service model was merely traditional client-server applications with HTML front-end added as after-thought • New name, Software as a Service (SaaS), now gaining traction as a new approach to “renting” applications • Current net-native SaaS applications offer high functionality, high reliability, and relatively low cost • Will take a few years for SaaS architecture to take hold in lab and healthcare; PC application will take hold quickly
Prediction #5: Smaller Labs Perform Mainly Routine Testing & Outsource Esoteric • Because of increasing complexity of molecular dx, many smaller labs will need to outsource esoteric testing • Alternative business model evolving whereby labs may initially prep samples & then hand-off to reference labs • Test results will become less important than the interpretations drawn from the patterns of abnormals • Many lab professionals operating in hospital labs will function primarily as data integrators/consolidators • Some labs professionals will begin to carve out careers as consultants to clinicians about lab/personalized medicine
Prediction #6: Molecular Diagnostics Outsourced to Specialized Servers • Most hospital-based LISs not capable of managing the complex results (and result volume) from molecular dx • Higher-end labs will maintain specialized “mopath” servers; other labs will link to their reference lab servers • Hospital MDs will order molecular dx tests via local LIS & view results & consultations by linking to remote servers • We will need new approach to lab computing such that LISs can respond to “what-if” questions beyond reporting • Challenge of molecular POCT devices; will clinicians be tempted to manage smaller analytical instruments?
Prediction #7: Surgical Pathology Replaced Gradually by Genomic/Proteomic Analysis • Morphologic assessment of tumors & other lesions will be supplanted by “molecular” analysis/interpretation of tissue • H&E surgicals, in short term, will be the “gold standard”; approach has other advantages (e.g., low cost, rapid TAT) • Hematopathology provides ideal model for change; integrate molecular diagnostics in parallel with morphology • First step -- break down barriers between AP and CP; all neoplastic tissues analyzed biochemically/morphologically • Not sure how resident training will be organized post merger; study of morphologic & molecular basis of disease
Prediction #8: Clinical Labs Will Embrace Testing for Complementary Medicine • What is now known as “complementary medicine” will be gradually absorbed/integrated into mainstream medicine • May include dietary supplements, megadose vitamins, herbal preparations, acupuncture, and massage therapy • Mainstream commercial reference lab such as BRLI now emphasizing active participation in this approach to care • Look for hospital-based labs to follow suit; what would be typical test offerings of a “complimentary medicine lab”? • Certain labs will also begin to align with MDs in splinter movements like “anti-aging” & provide favorite panels
Prediction #9: Race Between Molecular Imaging vs. Biomarker Profiling of Lesions • Siemens purchases CPL and GE Medical purchases Biacore; integrate knowledge of proteins & immunochemistry • Goal is to identify both space occupying lesions and their molecular basis; pace of molecular imaging quickening • On lab side, biomarker profiling of tumors & cardiovascular lesions growing more sophisticated as new tests discovered • These two approaches may be synergistic but extremely important for two disciplines to collaborate more actively • Academic disciplines probably too rigid to break down and create unified departments of “diagnostic medicine”
Prediction #10: Direct Access Testing Thrives Based on Marketing/Branding • Direct access testing (DAT) has not flourished past five years; major player (QuesTest) has also exited from market • This despite high level of interest by consumers in healthcare & special interest in lab tests; test results easy to understand • Problem has been that DAT players (web brokers) have not been sophisticated enough in marketing/branding of lab tests • Situation has changed; DAT web sites like Direct Laboratory Services (www.directlabs.com) now getting message • DAT sites also emphasizing test discounting; important because most DAT payments are currently out-of-pocket
Visualizing the New Clinical Labs, LISs, EMRs, & Healthcare Delivery Systems
An Emerging Vision for the Clinical Laboratories • Personalized medicine and molecular diagnostics will place more sophisticated testing beyond reach of many labs • Molecular pathology reference labs will inter-operate with hospital-based labs to offer cutting-edge biomarker panels • Central lab personnel will manage & increasingly provide QC oversight over POCT nodes in satellite centers & home care • Lab professionals will increasingly be called upon to provide consultative services & help determine therapeutic options • Labs/hospitals will provide DAT services for regional consumers; patients will order using discretionary accounts
An Emerging Vision for the Laboratory Information System (LIS) • Hospital labs/LISs will serve as aggregators/integrators for information steams from POCT and multiple reference labs • The multifunctional LIS replaced by the virtual LIS, an integrated intra-lab network composed of various modules • These modules (SLAMs; supplemental lab application modules) selected based on lab mission & desired functions • Virtual LIS will migrate to web with SaaS model; this will be cheaper & backend vendors will provide integration of SLAMS • Pathology informaticians will pay less attention to managing the LIS & more to data integration/formatting & consulting
An Emerging Vision for the Consumers of Laboratory Services • Increasingly knowledgeable consumers will exercise increased control over expenditures & choice of lab tests • Consumers may request tests by name from their PCPs; tests, test panels, and “fingerprints” will become branded • Consumers will have special relationship to labs & lab testing; accessible “technology” to monitor health/wellness • Healthcare and labs will become more service-oriented because of competition; lessons learned from reference labs • Home testing kits and DAT options will increase dramatically; consumers will auto-diagnose themselves & report for rx
An Emerging Vision for EMR/LIS Interactions • History now repeating itself from 1980s; idea surfacing that EMRs reign supreme and that ancillaries only feeder systems • C-level healthcare executives favor/fund the EMRs because under their control; this approach will eventually falter • EMRs will bog down due to complexity & volume of data; competition for space between transactions & clinical history • For clinical hx, EMRs will ultimately only accession “top level” summary data with pointers to detailed lab results & images • LIS functions gravitate to web services model; C-level executive exercise less control over lab data management
An Emerging Vision for Diagnostics + Therapy = Theranostics • Theranostics = lab testing to dx disease, select correct rx regimen, & monitor the patient’s response to the therapy • Pathologists/lab scientists need to break out of pure diagnostics service delivery model; therapy will be king • Ideal time to break out of mold; diseased tissues will be attacked by designer molecules wherever they occur in body • Lab professionals will increasingly become the gatekeepers for choice of therapy based on patients’ molecular profile • Will require entry into pathology by MDs with more clinical orientation; good model will be interventional radiology
An Emerging Vision for Molecular Imaging; Consider Synergies with AP • Need to keep a sharp eye on progress in molecular imaging; GE Healthcare and Siemens also purchasing IVD companies • Goal with imaging pharmaceuticals is to both define the dimensions of a lesion & characterize its biologic nature • Also plans to link imaging pharmaceuticals with radio-pharmaceuticals (or other toxic agents) to attack lesions • GE Healthcare has launched a “re-imagining” campaign to educate healthcare professionals about molecular diagnostics • Large lab mega-panels plus molecular imaging will usher in an era of early diagnosis of pre-symptomatic lesions; radical shift
An Emerging Vision for Digital Imaging in Pathology • Digital images will account for an increasing share of the digital information that comprises the “lab digital archives” • Slow start for digital imaging in pathology; lack of integration into LISs & resistance to integration of images into reports • Workable business models for telepathology evolving; sweet spot will be greater efficiency within multi-hospital systems • Advantage for radiologists has been that new dx modalities (CT, PET) have been digital from the time of image creation • Shaped by their radiology experience, younger clinicians will demand access to the key images and graphics in CP/AP
An Emerging Vision for the Globalization of Healthcare • Many healthcare services will move off-shore; price differentials for surgical procedures (and ? quality) will make inevitable • Non-covered services like cosmetic surgery will gain traction initially for less affluent consumers who desire them • Government health insurance plans in Canada & U.K. now under pressure to reimburse for off-shore health services • Medical tourism brokers on the web; steer patients to off-shore providers for a commission; introduces bias into process • I anticipate for-profit or non-profit organizations will evolve to serve as accrediting/inspection bodies for offshore services
Integrating All of These Predictions into an Overarching Scenario for Pathology Informatics
Defining the Pathologist Informatician as We Launch into the 21st Century • The number of pure pathologist-informaticians will continue to be small; they will be located in major academic centers • Both clinical & anatomic pathologists without pure informatics focus will spend increasing time on IT projects • Career ladder for pathology informaticians through the health system “central IT hierarchy” will be less attractive in future • Look for collaborative efforts between “ancillaries” (e.g. pathology & radiology); will require each other’s talents • Mainstream pathologists will morph into both informatician and theranostic specialist able to both diagnose/treat disease
Information Management Will Slowly Achieve Parity with Information Creation • Parity forced on pathology depts. because surgical pathology will decline & some molecular testing will be outsourced • Integration of all lab data streams must occur within department; prerequisite for consulting & theranostics • Also increased need for data-mining tools & tools to access most recent knowledge about diagnosis and treatment • Changes will occur against backdrop of increasing interest in lab testing in internal medicine & improved molecular imaging • All of these changes will require radical changes in pathology residency programs; will not take place without some conflict
Why Not Strategic Alliance with CIOs & Clinicians Managing Health System EMRs? • Typical promotion patterns for older informaticians was to accept promotions into health system central IT groups • Now believe that this is unwise; better course of action is to look inward & enhance internal lab computing assets • Instincts of central hospital IT groups is homogenization, standardization, & setting modest (i.e., attainable) IT goals • These attitudes developed because of need to satisfy heterogeneous professional groups & multiple failures • Only at the departmental level (e.g., lab, radiology) does the desire remains to exceed expectations & to innovate
Role of Pathologists in Paradigm Shift to Early Diagnosis and Treatment • With molecular imaging and mega-panels, medicine will shift to early diagnosis of pre-symptomatic diseases in “consumers” • This shift will affect all aspects of healthcare delivery: MD training, pharma industry, clinical trials, costs, & hospital beds • Standard drugs (plus new drugs) will need to be re-tested for efficacy/safety for rx of pre-symptomatic diseases • Hypertrophy of “wellness model”; most illnesses will be treated in “patients” during visits with no “chief complaints” • Pathologists & labs will have “keys to kingdom” in that they will be the gatekeepers for release of “personalized” drugs
Criticality of Higher Level of Training in Pathology Informatics • Pathology informatics has never been introduced in meaningful way into pathology residency programs • Related in part to the small cadre of informaticians embedded in the various academic pathology programs • Also confusion and ambiguity about intrinsic role of informatics/computers: tools vs. academic discipline • After 15 years campaigning for change, my new chairman elevated clinical/research informatics to division level • Probably would not have happened without critical role that research informatics plays in genomics/proteomics research
Take Home Summary Points from Lecture • Consensus on part of the majority of pathologists that the future of the field lies in molecular diagnostics + IT • Healthcare and lab medicine/pathology now in throes of series of wrenching financial, technical, scientific change • Medical specialty boundaries more porous than in past; competition among MDs for procedures and “product lines” • Pathologists & informaticians located in the eye of the storm: molecular diagnostics & IT knowledge/experience • Key question is whether pathologists are inventive and sufficiently entrepreneurial to reinvent themselves & field