Next-generation long-term transplant clinics: improving resource utilization and the quality of care through health information technology

By the year 2020, potentially one-half a million hematopoietic cell transplant (HCT) recipients will need long-term follow-up care to address not only chronic GvHD but also multiple other late consequences of transplant. Despite this increase in patients, there will not be a concomitant increase in the HCT workforce. Thus, the future of long-term patient management will require a new 'next-generation' clinical model that utilizes technological solutions to make the care of the HCT patient efficient, safe and cost-effective. Guideline-based decision support will be embedded in clinical workflows. Documentation requirements will be reduced as automated data collection from electronic medical records (EMRs) will populate registries and provide feedback for a rapid learning health system. Interoperable EMRs will disseminate treatment protocols to multiple care providers in a distributed long-term clinic model, such that providers outside of the transplant center can provide services closer to the patient. Patients will increase their participatory role through patient portals and mobile devices. At Vanderbilt, we have responded to some of these future challenges by embedding guideline-based decision support, structuring clinical documentation and being early adopters of communication technology. This manuscript describes the current state of some of these innovations, and a vision for the future of the long-term transplant clinic.

[1]  S. Hashmi,et al.  Late Effects after Allogeneic Hematopoietic Stem Cell Transplantation , 2013 .

[2]  Jeremy Warner,et al.  Where is the EHR in oncology? , 2012, Journal of the National Comprehensive Cancer Network : JNCCN.

[3]  Paul A. Harris,et al.  Secondary use of clinical data: The Vanderbilt approach , 2014, J. Biomed. Informatics.

[4]  V. Hasselblad,et al.  Effect of Clinical Decision-Support Systems , 2012, Annals of Internal Medicine.

[5]  L. Etheredge,et al.  A rapid-learning health system. , 2007, Health affairs.

[6]  Lucila Ohno-Machado Networking the country to promote health and scientific discovery , 2014, J. Am. Medical Informatics Assoc..

[7]  Dario A. Giuse,et al.  Supporting Communication in an Integrated Patient Record System , 2003, AMIA.

[8]  Michael F Furukawa,et al.  HITECH spurs EHR vendor competition and innovation, resulting in increased adoption. , 2014, The American journal of managed care.

[9]  Joann G. Elmore,et al.  Open Notes: Doctors and Patients Signing On , 2010, Annals of Internal Medicine.

[10]  David W. Bates,et al.  Viewpoint Paper: E-Prescribing Collaboration in Massachusetts: Early Experiences from Regional Prescribing Projects , 2006, J. Am. Medical Informatics Assoc..

[11]  Gilad J. Kuperman,et al.  Policies for patient access to clinical data via PHRs: current state and recommendations , 2011, J. Am. Medical Informatics Assoc..

[12]  A. Tichelli,et al.  Lost in transition: the essential need for long-term follow-up clinic for blood and marrow transplantation survivors. , 2015, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[13]  B. Savani Blood and Marrow Transplantation Long Term Management: Prevention and Complications , 2013 .

[14]  Susan A. Ezzone,et al.  History of hematopoietic stem cell transplantation. , 2009, Seminars in oncology nursing.

[15]  David W. Bates,et al.  Clinical decision support systems could be modified to reduce 'alert fatigue' while still minimizing the risk of litigation. , 2011, Health affairs.

[16]  Dario A Giuse,et al.  Integrating best evidence into patient care: a process facilitated by a seamless integration with informatics tools. , 2010, Journal of the Medical Library Association : JMLA.

[17]  G. Socié,et al.  Second solid tumors: screening and management guidelines in long-term survivors after allogeneic stem cell transplantation. , 2012, Seminars in hematology.

[18]  Hhs Centers for Medicare Medicare Services Medicare and Medicaid programs; electronic health record incentive program. Final rule. , 2010, Federal register.

[19]  H. Heslop,et al.  Preparing for growth: current capacity and challenges in hematopoietic stem cell transplantation programs. , 2010, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[20]  D. Blumenthal,et al.  Achieving a Nationwide Learning Health System , 2010, Science Translational Medicine.

[21]  Robyn Tamblyn,et al.  Review Paper: The Impact of Electronic Health Records on Time Efficiency of Physicians and Nurses: A Systematic Review , 2005, J. Am. Medical Informatics Assoc..

[22]  M. Aljurf,et al.  Recommended screening and preventive practices for long-term survivors after hematopoietic cell transplantation. , 2012, Biology of Blood and Marrow Transplantation.

[23]  Hhs Centers for Medicare Medicaid Services,et al.  Medicare and Medicaid Programs; Electronic Health Record Incentive Program--Stage 3 and Modifications to Meaningful Use in 2015 Through 2017. Final rules with comment period. , 2015, Federal register.

[24]  R. Storb,et al.  Life expectancy in patients surviving more than 5 years after hematopoietic cell transplantation. , 2010, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[25]  Claudia H. Williams,et al.  From the Office of the National Coordinator: the strategy for advancing the exchange of health information. , 2012, Health affairs.

[26]  A. Elmaagacli,et al.  Current practice in diagnosis and treatment of acute graft-versus-host disease: results from a survey among German-Austrian-Swiss hematopoietic stem cell transplant centers. , 2013, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[27]  M. Furukawa,et al.  Clinical benefits of electronic health record use: national findings. , 2014, Health services research.

[28]  Y. Kodera,et al.  Challenges and opportunities for HSCT outcome registries: perspective from international HSCT registries experts , 2014, Bone Marrow Transplantation.

[29]  John R. Mackey,et al.  Pancreatic cancer hENT1 expression and survival from gemcitabine in patients from the ESPAC-3 trial. , 2014, Journal of the National Cancer Institute.

[30]  H. Heslop,et al.  Impending challenges in the hematopoietic stem cell transplantation physician workforce. , 2009, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[31]  J. Kanda,et al.  Graft-versus-host disease and survival after cord blood transplantation for acute leukemia: a comparison of Japanese versus White populations. , 2014, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[32]  Adam Wright,et al.  What makes an EHR "open" or interoperable? , 2015, J. Am. Medical Informatics Assoc..

[33]  B. Savani How can we improve life expectancy and quality of life in long-term survivors after allogeneic stem cell transplantation? , 2012, Seminars in hematology.

[34]  Charlotte A. Weaver,et al.  Enhancing patient safety and quality of care by improving the usability of electronic health record systems: recommendations from AMIA. , 2013, Journal of the American Medical Informatics Association : JAMIA.

[35]  N. Majhail Secondary cancers following allogeneic haematopoietic cell transplantation in adults , 2011, British journal of haematology.

[36]  D. Blumenthal,et al.  The benefits of health information technology: a review of the recent literature shows predominantly positive results. , 2011, Health affairs.

[37]  Thomas H. Payne,et al.  Evaluating clinical decision support systems: monitoring CPOE order check override rates in the Department of Veterans Affairs' Computerized Patient Record System. , 2008, Journal of the American Medical Informatics Association : JAMIA.

[38]  Tao Wang,et al.  Increasing incidence of chronic graft-versus-host disease in allogeneic transplantation: a report from the Center for International Blood and Marrow Transplant Research. , 2015, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[39]  Jeremy L. Warner,et al.  Development, implementation, and initial evaluation of a foundational open interoperability standard for oncology treatment planning and summarization , 2015, J. Am. Medical Informatics Assoc..

[40]  Medicare and Medicaid programs; electronic health record incentive program--stage 2. Final rule. , 2012, Federal register.

[41]  Amy P Abernethy,et al.  Development of the National Cancer Institute's patient-reported outcomes version of the common terminology criteria for adverse events (PRO-CTCAE). , 2014, Journal of the National Cancer Institute.

[42]  J. R. Hoverman From the first visit on: information technology and communication. , 2013, Journal of oncology practice.

[43]  Douglas B. Fridsma AMIA - Setting the Standard , 2015, J. Am. Medical Informatics Assoc..

[44]  Gil Alterovitz,et al.  Seeing the forest through the trees: uncovering phenomic complexity through interactive network visualization , 2015, J. Am. Medical Informatics Assoc..

[45]  D. Roden,et al.  Biobanks and Electronic Medical Records: Enabling Cost-Effective Research , 2014, Science Translational Medicine.

[46]  Peter Paul Yu,et al.  The Evolution of Oncology Electronic Health Records , 2011, Cancer journal.

[47]  Heidi Chen,et al.  Geographic distance is not associated with inferior outcome when using long-term transplant clinic strategy. , 2014, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[48]  B. Sandmaier,et al.  Nonmalignant late effects and compromised functional status in survivors of hematopoietic cell transplantation. , 2012, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[49]  M. Horowitz,et al.  A survey of diagnosis, management, and grading of chronic GVHD. , 2002, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[50]  Peter G. Anick,et al.  Physician inter-annotator agreement in the Quality Oncology Practice Initiative manual abstraction task. , 2013, Journal of oncology practice.

[51]  Jeremy Warner,et al.  Electronic health records (EHRs): supporting ASCO's vision of cancer care. , 2014, American Society of Clinical Oncology educational book. American Society of Clinical Oncology. Annual Meeting.

[52]  Eric W. Ford,et al.  Electronic health record implementation and hospitals' total factor productivity , 2013, Decis. Support Syst..

[53]  Bradley Malin,et al.  A Modeling Environment for Patient Portals , 2007, AMIA.

[54]  Joel H. Saltz,et al.  caGrid: design and implementation of the core architecture of the cancer biomedical informatics grid , 2006, Bioinform..

[55]  J. Wingard,et al.  Recommended screening and preventive practices for long-term survivors after hematopoietic cell transplantation: joint recommendations of the European Group for Blood and Marrow Transplantation, Center for International Blood and Marrow Transplant Research, and the American Society for Blood and Mar , 2006, Bone Marrow Transplantation.

[56]  Julie M. Fiskio,et al.  Research Paper: Characteristics and Consequences of Drug Allergy Alert Overrides in a Computerized Physician Order Entry System , 2004, J. Am. Medical Informatics Assoc..

[57]  Chalapathy Neti,et al.  Rapid-learning system for cancer care. , 2010, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[58]  Leemore S. Dafny,et al.  Hospital industry consolidation--still more to come? , 2014, The New England journal of medicine.

[59]  McGinnis Jm,et al.  Digital Infrastructure for the Learning Health System: The Foundation for Continuous Improvement in Health and Health Care: Workshop Series Summary , 2011 .

[60]  Jinhyung Lee,et al.  The Impact of Health Information Technology on Hospital Productivity , 2012 .

[61]  A. Gratwohl,et al.  Prophylaxis and treatment of GVHD after allogeneic haematopoietic SCT: a survey of centre strategies by the European Group for Blood and Marrow Transplantation , 2012, Bone Marrow Transplantation.

[62]  Stephen D. Oliner,et al.  Federal Reserve Board , 2001 .

[63]  Joshua C. Denny,et al.  The Vanderbilt Experience with Electronic Health Records , 2005 .

[64]  R. Soiffer,et al.  Variation in supportive care practices in hematopoietic cell transplantation. , 2008, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[65]  K. Kuntz,et al.  Prevalence of hematopoietic cell transplant survivors in the United States. , 2013, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[66]  D. Roden,et al.  Development of a Large‐Scale De‐Identified DNA Biobank to Enable Personalized Medicine , 2008, Clinical pharmacology and therapeutics.

[67]  D. Confer,et al.  Allogeneic transplant physician and center capacity in the United States. , 2011, Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation.

[68]  D. Blumenthal,et al.  The "meaningful use" regulation for electronic health records. , 2010, The New England journal of medicine.

[69]  Christoph U. Lehmann,et al.  Implications of an emerging EHR monoculture for hospitals and healthcare systems , 2015, J. Am. Medical Informatics Assoc..