SlideShare a Scribd company logo
1 of 5
Download to read offline
Commentaries

REJUVENATION RESEARCH
Volume 16, Number 5, 2013
ª Mary Ann Liebert, Inc.
DOI: 10.1089/rej.2013.1471

From Personalized Medicine to Personalized Science:
Uniting Science and Medicine for Patient-Driven,
Goal-Oriented Research
Alex Zhavoronkov1–4 and Charles R. Cantor 3,5–7

Abstract

We developed a new model for initiating, coordinating, funding, and managing biomedical research projects.
The concept involves engaging the patients with chronic conditions with no known cures into goal-oriented
research activities. In this model, the patient seeks the help of a research organization to bring together a
multidisciplinary team of research scientists and physicians to initiate research projects using the patient’s grant
funding, samples, as well as the management expertise. This model may be of interest to other research institutions because it has many benefits, including new sources of private research funding, when government
funding is getting scarce, motivating scientists and physicians to work closely together on goal- and patientoriented research projects, and using patients’ management skills.

Introduction

T

he concept of personalized medical science is not
new. Egyptian Pharaohs, Islamic Caliphs, and European
monarchs supported research and encouraged medical
teams to focus on their own personal medical problems,
which incidentally contributed to many areas of science.
Many wealthy, influential individuals actively pursued
medical science to solve their own medical problems and
assembled interdisciplinary teams.1 In the modern world,
this practice of finding effective healthy solutions for a particular individual has evolved and separated into concierge
medicine, often referred to as ‘‘boutique medicine,’’2–4 where
medical doctors receive a generous retainer for their services
and contract research services5 and where a contract research
organization receives a task-based order for an individual.
The practice of concierge medicine is not yet very prevalent
and may not be in the best interest of the general public6
because its main goal is to provide faster and better-quality
medical service to the select few who are willing to pay for it.
Concierge medicine allows a wealthy patient access top
clinical talent to select the best diagnostic and therapeutic
options known to be potentially applicable to his case. An

example is the off-label use of cancer therapies based on gene
expression profiling and the particular somatic mutations
found in a tumor biopsy or even patient plasma.
What we propose here is a significant extension of this
process where a team of researchers is recruited to aid clinicians by using both experimental and bioinformatics tools
in an attempt to discover a novel disease management
strategy. Currently research and clinical practice in privately
funded health care are largely separate. This may be impeding progress and the adoption of cutting-edge methods
into mainstream clinical use. Many top-rated medical and
academic institutions are using the concepts of concierge
medicine to subsidize other areas7 without involving patients directly into the research projects. Many private individuals with medical problems donate to research or medical
organizations, without engaging in research activities.
Here we propose a new model in which the patient becomes directly involved with the research project to find new
solutions for unmet medical needs. In addition to paying for
the research and providing clinical samples, the patient helps
to coordinate the research activities. This may lead to improvements in the way the research is integrated directly into
clinical practice.

1

The Biogerontology Research Foundation, Reading, United Kingdom.
Center for Pediatric Hematology, Oncology and Immunology, Moscow, Russian Federation.
Moscow Institute of Physics and Technology, Moscow, Russian Federation.
4
First Open Institute for Regenerative Medicine for Young Scientists, Moscow, Russian Federation.
5
Department of Biomedical Engineering, Boston University, Boston, Massachusetts.
6
Department of Physiology and Biophysics, University of California Irvine, Irvine, California.
7
Sequenom, Inc., San Diego, California.
2
3

414
NEW MODEL FOR FUNDING AND MANAGING RESEARCH PROJECTS
Involving Patients in Personalized Science to Fund
Research Projects
Many high-net-worth individuals with excellent management skills donate billions of dollars to research via
foundations and fellowships, without being directly involved with the research projects. These foundations are
typically set up to address a broad cause and usually do not
have a core goal-oriented project. A team of experts is hired
to supervise research activities and provide grants to scientists who are usually already funded by the government,
academia, or industry. Some high-net-worth individuals,
besides donating to basic research, would also like to solve
personal medical problems and steer some of the research
effort. These individuals often have excellent project management and organizational skills, but lack the scientific
background and confidence to start their own research
projects. In contrast, many young scientists and medical
doctors would like to apply their skills to conduct cuttingedge research and work with patients, but lack management expertise. Personalized science projects could bridge
this gap and link patients with management expertise with
teams of scientists and physicians who are interested in
pursuing goal-oriented science, the patient provides research grants, samples, and management expertise. The
team of physicians and research scientists executes research
projects that address the patient’s future needs and research
interests.

415

To test this personalized science concept, we organized a
group of young scientists and physicians with over 500
active members and conducted a series of 30 weekly lectures on regenerative medicine. In parallel, we used social
media to create multidisciplinary teams of biophysicists,
biologists, geneticists, and physicians to work on 25 research projects with topics spanning from metastatic mineralization of the connective tissue to bioinformatics
approaches to personalized medicine in oncology. Using
this pool of scientists and physicians, it became possible to
launch research-personalized science projects to address
both patient research interests and needs. Whenever a highnet-worth individual who has medical problems or would
like to prevent possible future medical problems becomes
interested in pursuing a research project, the project is announced to the community to form a core team that is
funded and co-managed by that individual. These small,
goal-oriented teams dedicated to solving specific patient
problems may be more effective than large foundations or
industries (Fig. 1).
Process
The high-net-worth individual creates a description of a
medical problem to be addressed and proposes the research
budget and a set of milestones (Fig. 2). The research organization then describes and announces the project to the
community of scientists and physicians that can submit

FIG. 1. Power to the patient. Patients provide grant funding to a research organization. The organization provides funding
and research infrastructure to young researchers. The research team then interacts with the patient and leading experts in the
field to provide care.
416

ZHAVORONKOV AND CANTOR

FIG. 2. Process description. Teams of patients, MDs, and PhDs work together to determine the best course of action for
personalized medical care.

applications to join the research team. This creates a situation
in which candidates are not writing proposals based on extensions of the research they have already done, but instead
they address, a health question that has already been elaborated. The research organization, together with the initiator
of the project, can then select a qualified team from a pool of
interested candidates. The patient helps the effort by coordinating the project, setting targets, providing samples, and
providing the funding. The physicians perform a comprehensive clinical review of the medical problem, engaging top
experts in the field whenever possible. The physicians decide
what factors are likely to be relevant to the target problem
and form collaborations with the scientists. The scientists
perform various bioinformatics analyses of the factors and
target problem, focusing on the most promising of the therapeutic approaches. The physicians focus on performing
patient-specific studies, such as various ‘‘omics’’ analyses,
imaging, and any other additional tests as indicated by the
medical problem. Together, the physicians and scientists
develop a working treatment hypothesis. At this point, the
physicians and scientists design a series of experiments to
test the hypothesis. Finally, the team provides the managing
patient with a research report and review of the current information. They list current and possible new treatment
options for the patient. The team can also propose further
investigation to extend the project and possibly lead it to
commercialization.

Examples
A 40-year-old patient suffering from endometriosis was
the owner of a successful international manufacturing and
marketing business and decided to support research in
endometriosis. She contacted a large research and clinical
center running a voluntary organization in regenerative
medicine for young scientists. With guidance from the supervisors of the practicum, she interviewed young physicians, scientists, and students and provided research
fellowships to those interested in endometriosis. She also
decided that if the research project showed promise, she
would fund the project on a large scale. She selected physicians (ObGyn/embryology) and scientists (bioinformatics/systems biology) to work with her on the project.
The physicians consulted several leading experts in the field
internationally using the patient’s diagnostic data, performed a variety of tests, and prepared a report on the
factors involved in endometriosis and patient-specific diagnostic data. Together with the scientists and the patient,
the team developed screening and diagnostic routines that
went far beyond traditional practice to monitor hormonal
levels and screen for potential biomarkers in blood, saliva,
stool, and urine. Also, as suggested by the patient, the team
collected samples of endometrial cells, performed transcriptome analysis and signaling pathway analysis, identified perspective drug targets, and shortlisted a number of
NEW MODEL FOR FUNDING AND MANAGING RESEARCH PROJECTS
potential candidate drugs and therapies. In the meantime,
the patient stabilized her condition under the supervision
of the leading experts in the region, who became interested
in the science component of the project.
Another example involved a high-net-worth individual
interested in aging research, who briefly described the condition of one of his colleagues, which involved accelerated
mineralization of connective tissue. On the basis of this
suggestion, six young physicians and scientists formed a
multidisciplinary team to study the condition. The team
worked for 6 months using the research organization’s
infrastructure to perform a detailed analysis of the factors
involved in mineralization, literature review, and bioinformatics analysis and proposed a series of experiments to
confirm their hypotheses. The patient did not fully engage in
the project, but it resulted result in closer collaboration between the scientists and medical doctors working together to
address the patient-specific problem.
Benefits of Personalized Science
From the patient’s perspective, there are many benefits of
personalized science. Patients can achieve a better understanding of their medical problem. Due to their direct involvement with the funding aspects and the research team,
they have the ability to direct research, set objectives, and
apply management talents. Their own samples and information can be used for research purposes, creating the ultimate in personalized medicine. Receiving informed consent
from the patient becomes exponentially easier, because they
have a better comprehension of the medical issues and the
treatment plan. While their personalized care is being developed by researchers, the physicians can use their networks to put their patient in contact with leading experts in
the field, so that the patient can receive better treatment in
the future. Finally, the patient has the potential prospect of
turning the research project into a business and generating
more revenue.
Researchers benefit from this new funding paradigm in a
number of ways. The process creates new avenues for
funding young scientists. These scientists will spend less
time on grant writing and reporting and more time on the
actual research problem. By using goal-oriented research
with a specific patient in mind, it may be easier to determine
the best course of action and experimentation. Teams with
physicians and scientists working together will pool the assets from both fields. The scientists have the ability to contact
authorities in the field of study and possibly publish a review
or a case report at the end. Finally, researchers may be able to
commercialize the research findings with an educated seed
investor.
The public will benefit from personalized science, because
patients will assume the cost of fundamental research. This
process also creates a new bottom-up approach to solving
global medical problems. The public will have faster access
to cutting-edge medicine and science. Finally, it may be able
to reduce health care costs by identifying optimal targetoriented therapies aimed to cure specific medical issues.
Legal and Ethical Issues of Personalized Science
Although there are clearly many benefits to personalized science, it raises some serious legal and ethical issues.

417

The concierge medicine concept is increasingly drawing
ethical criticism,8 because today’s research scientists rarely
engage in behavior classified as misconduct that involves
direct contact and working directly with the patients.9
Direct patient involvement may prompt unnecessary and
unregistered screening and diagnostic procedures, misuse
of patient records, and self-experimentation, especially
considering cases of off-label use of registered drugs. A
patient making tax-deductible donations to non-profit organizations performing research using patient’s material
may be deriving personal benefits that are not legal from
the taxation standpoint. Unavoidably, wealthier patients
engaged in personalized science may get an unfair advantage compared to regular patients. A wealthy patient
could also conceivably become disillusioned by the results
or have unacceptably high expectations. However, all of
these issues can be addressed and potentially resolved on
a case-by-case basis. For example, the patient may decide
that benefiting from personalized science outweighs a tax
break for donating funds and forgo receiving the tax
break. If wealthier patients allow other patients to come
into the study at a reduced cost, less wealthy patients may
benefit as well. The public benefits from this new paradigm may help compensate for these potential legal and
ethical issues.
Summary
The new paradigm of personalized science yields funding, patient samples, data, and skills for goal-oriented research in the current resource-constrained environment.
Young researchers working together in small teams with
expert management from the patient may find new ways to
treat patients. Funding personalized science will create a
new wave of opportunities for researchers and provide
high-net-worth patients with the ability to engage in solving their personal medical problems while subsidizing and
directly contributing to research activities. These opportunities are excellent starters for new business ventures and
treatment options for the public at large. Overall, personalized science is a fascinating new possibility for science.
Author Disclosure Statement
No competing financial interests exist.
References
1. Bernal, J.D. Science in History: Volume 1: The Emergence of
Science. Faber & Faber, 2012.
2. Brennan TA. Luxury primary care—Market innovation or
threat to access? N Engl J Med 2002;346:1165–1168.
3. Alexander GC, Kurlander J, Wynia MK. Physicians in retainer (‘‘concierge’’) practice. J Gen Intern Med 2005;2012;
1079–1083.
4. Alexander GC, Kurlander J, Wynia MK. Physicians in retainer
(‘‘concierge’’) practice. A national survey of physician, patient, and practice characteristics. J Gen Intern Med 2005;20:
1079–1083.
5. Travis J. Signing up for contract research and development.
Science 1994;265:1915–1916.
6. Brennan TA. Concierge care and the future of general internal
medicine. J Gen Intern Med 2005;20:1190.
418
7. Lucier DJ, Frisch NB, Cohen BJ, Wagner M, Salem D, Fairchild
DG. Academic retainer medicine: An innovative business model
for cross-subsidizing primary care. Acad Med 2010;85:959–964.
8. Donohoe M. Luxury primary care, academic medical centers,
and the erosion of science and professional ethics. J Gen Intern Med 2004;19:90–94.
9. Martinson BC, Anderson MS, De Vries R. Scientists behaving
badly. Nature 2005;435:737–738.

ZHAVORONKOV AND CANTOR
Address correspondence to:
Alex Zhavoronkov
The Biogerontology Research Foundation
4 Hill Street
London, W1J 5NE
United Kingdom
E-mail: alex@biogerontology.org

More Related Content

What's hot

Medical Research - Cultural concerns, Truth telling & Conflict of interest
Medical Research - Cultural concerns, Truth telling & Conflict of interestMedical Research - Cultural concerns, Truth telling & Conflict of interest
Medical Research - Cultural concerns, Truth telling & Conflict of interestPratik Parikh
 
Evidence based practice
Evidence based practiceEvidence based practice
Evidence based practicezualias
 
Evidence Based Medicine
Evidence Based MedicineEvidence Based Medicine
Evidence Based MedicineMansij Biswas
 
Evidence based periodontology
Evidence based periodontology Evidence based periodontology
Evidence based periodontology Eiti agrawal
 
Statistics in clinical research 2
Statistics in clinical research 2Statistics in clinical research 2
Statistics in clinical research 2Umesh B. Mahajan
 
Improving Biomedical Literature Search Skills within Evidence-Based Dentistry
Improving Biomedical Literature Search Skills within Evidence-Based DentistryImproving Biomedical Literature Search Skills within Evidence-Based Dentistry
Improving Biomedical Literature Search Skills within Evidence-Based Dentistryvmarnova
 
Evidenced based dentistry - Dr Harshavardhan Patwal
Evidenced based dentistry - Dr Harshavardhan PatwalEvidenced based dentistry - Dr Harshavardhan Patwal
Evidenced based dentistry - Dr Harshavardhan PatwalDr Harshavardhan Patwal
 
Evidence based practice
Evidence based practiceEvidence based practice
Evidence based practiceSimba Syed
 
Evidence Based Practice - Strategies to Nursing Practice
Evidence Based Practice - Strategies to Nursing Practice Evidence Based Practice - Strategies to Nursing Practice
Evidence Based Practice - Strategies to Nursing Practice anand l
 
An introduction to evidence based medicine, Prof. Usama M.Fouda
An introduction to evidence based medicine, Prof. Usama M.FoudaAn introduction to evidence based medicine, Prof. Usama M.Fouda
An introduction to evidence based medicine, Prof. Usama M.Foudaumfrfouda
 
Internet Resources for Evidence-Based Medicine
 Internet Resources for Evidence-Based Medicine  Internet Resources for Evidence-Based Medicine
Internet Resources for Evidence-Based Medicine Ahmed-Refat Refat
 
A short course in epidemiology for clinicians
A short course in epidemiology for cliniciansA short course in epidemiology for clinicians
A short course in epidemiology for cliniciansSurya Rao
 
Evidence based practice
Evidence based practiceEvidence based practice
Evidence based practiceamz741987
 
Evidence based healthcare
Evidence based healthcareEvidence based healthcare
Evidence based healthcareAarti Sareen
 

What's hot (20)

Medical Research - Cultural concerns, Truth telling & Conflict of interest
Medical Research - Cultural concerns, Truth telling & Conflict of interestMedical Research - Cultural concerns, Truth telling & Conflict of interest
Medical Research - Cultural concerns, Truth telling & Conflict of interest
 
Evidence based practice
Evidence based practiceEvidence based practice
Evidence based practice
 
Evidence Based Medicine
Evidence Based MedicineEvidence Based Medicine
Evidence Based Medicine
 
Evidence based medicine
Evidence based medicineEvidence based medicine
Evidence based medicine
 
RML Rendezvous - Evidence Based Nursing
RML Rendezvous - Evidence Based NursingRML Rendezvous - Evidence Based Nursing
RML Rendezvous - Evidence Based Nursing
 
Evidence based periodontology
Evidence based periodontology Evidence based periodontology
Evidence based periodontology
 
Statistics in clinical research 2
Statistics in clinical research 2Statistics in clinical research 2
Statistics in clinical research 2
 
Improving Biomedical Literature Search Skills within Evidence-Based Dentistry
Improving Biomedical Literature Search Skills within Evidence-Based DentistryImproving Biomedical Literature Search Skills within Evidence-Based Dentistry
Improving Biomedical Literature Search Skills within Evidence-Based Dentistry
 
Evidence based medicine
Evidence based medicineEvidence based medicine
Evidence based medicine
 
Evidenced based dentistry - Dr Harshavardhan Patwal
Evidenced based dentistry - Dr Harshavardhan PatwalEvidenced based dentistry - Dr Harshavardhan Patwal
Evidenced based dentistry - Dr Harshavardhan Patwal
 
Evidence based practice
Evidence based practiceEvidence based practice
Evidence based practice
 
Evidence Based Practice - Strategies to Nursing Practice
Evidence Based Practice - Strategies to Nursing Practice Evidence Based Practice - Strategies to Nursing Practice
Evidence Based Practice - Strategies to Nursing Practice
 
An introduction to evidence based medicine, Prof. Usama M.Fouda
An introduction to evidence based medicine, Prof. Usama M.FoudaAn introduction to evidence based medicine, Prof. Usama M.Fouda
An introduction to evidence based medicine, Prof. Usama M.Fouda
 
Evidence based decision making
Evidence based decision makingEvidence based decision making
Evidence based decision making
 
Health research methodology
Health research methodologyHealth research methodology
Health research methodology
 
Internet Resources for Evidence-Based Medicine
 Internet Resources for Evidence-Based Medicine  Internet Resources for Evidence-Based Medicine
Internet Resources for Evidence-Based Medicine
 
Evidence Based Dentistry Resources
Evidence Based Dentistry ResourcesEvidence Based Dentistry Resources
Evidence Based Dentistry Resources
 
A short course in epidemiology for clinicians
A short course in epidemiology for cliniciansA short course in epidemiology for clinicians
A short course in epidemiology for clinicians
 
Evidence based practice
Evidence based practiceEvidence based practice
Evidence based practice
 
Evidence based healthcare
Evidence based healthcareEvidence based healthcare
Evidence based healthcare
 

Viewers also liked

BIC3 Unimerco Kenneth Iversen Presentation
BIC3 Unimerco Kenneth Iversen PresentationBIC3 Unimerco Kenneth Iversen Presentation
BIC3 Unimerco Kenneth Iversen PresentationWavelength
 
Winning Formula for BI Success
Winning Formula for BI SuccessWinning Formula for BI Success
Winning Formula for BI SuccessDhiren Gala
 
Developing local government performance by optimizing organizational learning...
Developing local government performance by optimizing organizational learning...Developing local government performance by optimizing organizational learning...
Developing local government performance by optimizing organizational learning...Researcher Syndicate68
 
Business Intelligence For It Professionals Part 4 Scorecards Dashboards And...
Business Intelligence For It Professionals Part 4   Scorecards Dashboards And...Business Intelligence For It Professionals Part 4   Scorecards Dashboards And...
Business Intelligence For It Professionals Part 4 Scorecards Dashboards And...Microsoft TechNet
 
Key Competencies for Improving Local Governance Quick Guide
Key Competencies for Improving Local Governance Quick GuideKey Competencies for Improving Local Governance Quick Guide
Key Competencies for Improving Local Governance Quick Guideled4lgus
 
Call sheet, risk assessment and shooting schedule
Call sheet, risk assessment and shooting scheduleCall sheet, risk assessment and shooting schedule
Call sheet, risk assessment and shooting schedulePhoebe Budgen
 
Capitulación jerusalen
Capitulación jerusalenCapitulación jerusalen
Capitulación jerusalenJose Antonio
 
East_Esplanade_Modelling_2008[1]
East_Esplanade_Modelling_2008[1]East_Esplanade_Modelling_2008[1]
East_Esplanade_Modelling_2008[1]Faruk Kader
 
Anomalías genéticas
Anomalías genéticasAnomalías genéticas
Anomalías genéticasLuigi Rojas
 
La vida en el universo
La vida en el universoLa vida en el universo
La vida en el universoShirley-Ortiz
 
7.2 u.s. 13 14-moodle
7.2 u.s. 13 14-moodle7.2 u.s. 13 14-moodle
7.2 u.s. 13 14-moodleurbachc
 
Criminologiayprevencion trabajo
Criminologiayprevencion trabajoCriminologiayprevencion trabajo
Criminologiayprevencion trabajoLupita Ginez
 

Viewers also liked (18)

BIC3 Unimerco Kenneth Iversen Presentation
BIC3 Unimerco Kenneth Iversen PresentationBIC3 Unimerco Kenneth Iversen Presentation
BIC3 Unimerco Kenneth Iversen Presentation
 
Winning Formula for BI Success
Winning Formula for BI SuccessWinning Formula for BI Success
Winning Formula for BI Success
 
Developing local government performance by optimizing organizational learning...
Developing local government performance by optimizing organizational learning...Developing local government performance by optimizing organizational learning...
Developing local government performance by optimizing organizational learning...
 
Business Intelligence For It Professionals Part 4 Scorecards Dashboards And...
Business Intelligence For It Professionals Part 4   Scorecards Dashboards And...Business Intelligence For It Professionals Part 4   Scorecards Dashboards And...
Business Intelligence For It Professionals Part 4 Scorecards Dashboards And...
 
Key Competencies for Improving Local Governance Quick Guide
Key Competencies for Improving Local Governance Quick GuideKey Competencies for Improving Local Governance Quick Guide
Key Competencies for Improving Local Governance Quick Guide
 
Call sheet, risk assessment and shooting schedule
Call sheet, risk assessment and shooting scheduleCall sheet, risk assessment and shooting schedule
Call sheet, risk assessment and shooting schedule
 
Robótica 2015
Robótica 2015Robótica 2015
Robótica 2015
 
Tutoria 2
Tutoria 2Tutoria 2
Tutoria 2
 
Santí serra, la vanguardia
Santí serra, la vanguardiaSantí serra, la vanguardia
Santí serra, la vanguardia
 
Caching review
Caching   reviewCaching   review
Caching review
 
Capitulación jerusalen
Capitulación jerusalenCapitulación jerusalen
Capitulación jerusalen
 
East_Esplanade_Modelling_2008[1]
East_Esplanade_Modelling_2008[1]East_Esplanade_Modelling_2008[1]
East_Esplanade_Modelling_2008[1]
 
Anomalías genéticas
Anomalías genéticasAnomalías genéticas
Anomalías genéticas
 
La vida en el universo
La vida en el universoLa vida en el universo
La vida en el universo
 
7.2 u.s. 13 14-moodle
7.2 u.s. 13 14-moodle7.2 u.s. 13 14-moodle
7.2 u.s. 13 14-moodle
 
StephenGerrardCV
StephenGerrardCVStephenGerrardCV
StephenGerrardCV
 
Salta
SaltaSalta
Salta
 
Criminologiayprevencion trabajo
Criminologiayprevencion trabajoCriminologiayprevencion trabajo
Criminologiayprevencion trabajo
 

Similar to From personalized medicine to personalized science - a new concept in biogerontology

Evidence Based Practice -By Ritika Soni
Evidence Based Practice -By Ritika SoniEvidence Based Practice -By Ritika Soni
Evidence Based Practice -By Ritika SoniShimla
 
Scope and significance of evidence based research in nursing practice27 5-20
Scope and significance of evidence based research in nursing practice27 5-20Scope and significance of evidence based research in nursing practice27 5-20
Scope and significance of evidence based research in nursing practice27 5-20Mallika Vhora
 
EVIDENCE –BASED PRACTICES1Evidence-Based Pract
EVIDENCE –BASED PRACTICES1Evidence-Based PractEVIDENCE –BASED PRACTICES1Evidence-Based Pract
EVIDENCE –BASED PRACTICES1Evidence-Based PractBetseyCalderon89
 
FasterCures Presentation at LifeFest 2008
FasterCures Presentation at LifeFest 2008FasterCures Presentation at LifeFest 2008
FasterCures Presentation at LifeFest 2008TRAIN Central Station
 
Pcori final writeup
Pcori final writeupPcori final writeup
Pcori final writeuphbocian14
 
Importance of research in the feild of medical science
Importance of research in the feild of medical scienceImportance of research in the feild of medical science
Importance of research in the feild of medical scienceIram Anwar
 
US Precision Medicine Initiative
US Precision Medicine InitiativeUS Precision Medicine Initiative
US Precision Medicine InitiativeDr Dev Kambhampati
 
The journal of law medicine ethics mapping
The journal of law medicine ethics mappingThe journal of law medicine ethics mapping
The journal of law medicine ethics mappingSC CTSI at USC and CHLA
 
NRS 493 GCU Wk 6 Negative Pressure Wound Therapy Ethical.pdf
NRS 493 GCU Wk 6 Negative Pressure Wound Therapy Ethical.pdfNRS 493 GCU Wk 6 Negative Pressure Wound Therapy Ethical.pdf
NRS 493 GCU Wk 6 Negative Pressure Wound Therapy Ethical.pdfbkbk37
 
Research Fundamentals for Activists
Research Fundamentals for ActivistsResearch Fundamentals for Activists
Research Fundamentals for ActivistsHopkinsCFAR
 
Evidence based medicine in mass gathering public health and emergency medicin...
Evidence based medicine in mass gathering public health and emergency medicin...Evidence based medicine in mass gathering public health and emergency medicin...
Evidence based medicine in mass gathering public health and emergency medicin...Pubrica
 
Negative Pressure Wound Therapy Ethical Considerations Journal Discussion.pdf
Negative Pressure Wound Therapy Ethical Considerations Journal Discussion.pdfNegative Pressure Wound Therapy Ethical Considerations Journal Discussion.pdf
Negative Pressure Wound Therapy Ethical Considerations Journal Discussion.pdfbkbk37
 
Newhouse arkansas 4-7-14(v2)
Newhouse arkansas 4-7-14(v2)Newhouse arkansas 4-7-14(v2)
Newhouse arkansas 4-7-14(v2)TRIuams
 
DN 703 Unit 8 Identifying a Target Population.docx
DN 703 Unit 8 Identifying a Target Population.docxDN 703 Unit 8 Identifying a Target Population.docx
DN 703 Unit 8 Identifying a Target Population.docxwrite5
 
9 of 13 I VALUE-DRIVENThe Ali & Science of Evidence-Based .docx
9 of 13 I VALUE-DRIVENThe Ali & Science of Evidence-Based .docx9 of 13 I VALUE-DRIVENThe Ali & Science of Evidence-Based .docx
9 of 13 I VALUE-DRIVENThe Ali & Science of Evidence-Based .docxsleeperharwell
 
Case studies in medical education - Pubrica
Case studies in medical education - PubricaCase studies in medical education - Pubrica
Case studies in medical education - PubricaPubrica
 
Translational researchfinal4whsla
Translational researchfinal4whslaTranslational researchfinal4whsla
Translational researchfinal4whslaAllan Barclay
 
Evidence based medicine in mass gathering public health and emergency medicin...
Evidence based medicine in mass gathering public health and emergency medicin...Evidence based medicine in mass gathering public health and emergency medicin...
Evidence based medicine in mass gathering public health and emergency medicin...Pubrica
 

Similar to From personalized medicine to personalized science - a new concept in biogerontology (20)

Evidence Based Practice -By Ritika Soni
Evidence Based Practice -By Ritika SoniEvidence Based Practice -By Ritika Soni
Evidence Based Practice -By Ritika Soni
 
Scope and significance of evidence based research in nursing practice27 5-20
Scope and significance of evidence based research in nursing practice27 5-20Scope and significance of evidence based research in nursing practice27 5-20
Scope and significance of evidence based research in nursing practice27 5-20
 
EVIDENCE –BASED PRACTICES1Evidence-Based Pract
EVIDENCE –BASED PRACTICES1Evidence-Based PractEVIDENCE –BASED PRACTICES1Evidence-Based Pract
EVIDENCE –BASED PRACTICES1Evidence-Based Pract
 
FasterCures Presentation at LifeFest 2008
FasterCures Presentation at LifeFest 2008FasterCures Presentation at LifeFest 2008
FasterCures Presentation at LifeFest 2008
 
Engaging Patients in Research and Tool Development
Engaging Patients in Research and Tool DevelopmentEngaging Patients in Research and Tool Development
Engaging Patients in Research and Tool Development
 
Pcori final writeup
Pcori final writeupPcori final writeup
Pcori final writeup
 
Importance of research in the feild of medical science
Importance of research in the feild of medical scienceImportance of research in the feild of medical science
Importance of research in the feild of medical science
 
US Precision Medicine Initiative
US Precision Medicine InitiativeUS Precision Medicine Initiative
US Precision Medicine Initiative
 
The journal of law medicine ethics mapping
The journal of law medicine ethics mappingThe journal of law medicine ethics mapping
The journal of law medicine ethics mapping
 
NRS 493 GCU Wk 6 Negative Pressure Wound Therapy Ethical.pdf
NRS 493 GCU Wk 6 Negative Pressure Wound Therapy Ethical.pdfNRS 493 GCU Wk 6 Negative Pressure Wound Therapy Ethical.pdf
NRS 493 GCU Wk 6 Negative Pressure Wound Therapy Ethical.pdf
 
Research Fundamentals for Activists
Research Fundamentals for ActivistsResearch Fundamentals for Activists
Research Fundamentals for Activists
 
Evidence based medicine in mass gathering public health and emergency medicin...
Evidence based medicine in mass gathering public health and emergency medicin...Evidence based medicine in mass gathering public health and emergency medicin...
Evidence based medicine in mass gathering public health and emergency medicin...
 
Involving patients in research what have we done and how did we do it jean ...
Involving patients in research   what have we done and how did we do it jean ...Involving patients in research   what have we done and how did we do it jean ...
Involving patients in research what have we done and how did we do it jean ...
 
Negative Pressure Wound Therapy Ethical Considerations Journal Discussion.pdf
Negative Pressure Wound Therapy Ethical Considerations Journal Discussion.pdfNegative Pressure Wound Therapy Ethical Considerations Journal Discussion.pdf
Negative Pressure Wound Therapy Ethical Considerations Journal Discussion.pdf
 
Newhouse arkansas 4-7-14(v2)
Newhouse arkansas 4-7-14(v2)Newhouse arkansas 4-7-14(v2)
Newhouse arkansas 4-7-14(v2)
 
DN 703 Unit 8 Identifying a Target Population.docx
DN 703 Unit 8 Identifying a Target Population.docxDN 703 Unit 8 Identifying a Target Population.docx
DN 703 Unit 8 Identifying a Target Population.docx
 
9 of 13 I VALUE-DRIVENThe Ali & Science of Evidence-Based .docx
9 of 13 I VALUE-DRIVENThe Ali & Science of Evidence-Based .docx9 of 13 I VALUE-DRIVENThe Ali & Science of Evidence-Based .docx
9 of 13 I VALUE-DRIVENThe Ali & Science of Evidence-Based .docx
 
Case studies in medical education - Pubrica
Case studies in medical education - PubricaCase studies in medical education - Pubrica
Case studies in medical education - Pubrica
 
Translational researchfinal4whsla
Translational researchfinal4whslaTranslational researchfinal4whsla
Translational researchfinal4whsla
 
Evidence based medicine in mass gathering public health and emergency medicin...
Evidence based medicine in mass gathering public health and emergency medicin...Evidence based medicine in mass gathering public health and emergency medicin...
Evidence based medicine in mass gathering public health and emergency medicin...
 

Recently uploaded

Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Call Girls in Nagpur High Profile
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...aartirawatdelhi
 
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Dipal Arora
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...Taniya Sharma
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escortsvidya singh
 
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...Dipal Arora
 
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...narwatsonia7
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...astropune
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Dipal Arora
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...Arohi Goyal
 
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...Taniya Sharma
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Servicevidya singh
 
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...Genuine Call Girls
 
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 

Recently uploaded (20)

Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
 
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
 
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
(👑VVIP ISHAAN ) Russian Call Girls Service Navi Mumbai🖕9920874524🖕Independent...
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
 
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
 
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
Best Rate (Guwahati ) Call Girls Guwahati ⟟ 8617370543 ⟟ High Class Call Girl...
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
 
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
 
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
 
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
 

From personalized medicine to personalized science - a new concept in biogerontology

  • 1. Commentaries REJUVENATION RESEARCH Volume 16, Number 5, 2013 ª Mary Ann Liebert, Inc. DOI: 10.1089/rej.2013.1471 From Personalized Medicine to Personalized Science: Uniting Science and Medicine for Patient-Driven, Goal-Oriented Research Alex Zhavoronkov1–4 and Charles R. Cantor 3,5–7 Abstract We developed a new model for initiating, coordinating, funding, and managing biomedical research projects. The concept involves engaging the patients with chronic conditions with no known cures into goal-oriented research activities. In this model, the patient seeks the help of a research organization to bring together a multidisciplinary team of research scientists and physicians to initiate research projects using the patient’s grant funding, samples, as well as the management expertise. This model may be of interest to other research institutions because it has many benefits, including new sources of private research funding, when government funding is getting scarce, motivating scientists and physicians to work closely together on goal- and patientoriented research projects, and using patients’ management skills. Introduction T he concept of personalized medical science is not new. Egyptian Pharaohs, Islamic Caliphs, and European monarchs supported research and encouraged medical teams to focus on their own personal medical problems, which incidentally contributed to many areas of science. Many wealthy, influential individuals actively pursued medical science to solve their own medical problems and assembled interdisciplinary teams.1 In the modern world, this practice of finding effective healthy solutions for a particular individual has evolved and separated into concierge medicine, often referred to as ‘‘boutique medicine,’’2–4 where medical doctors receive a generous retainer for their services and contract research services5 and where a contract research organization receives a task-based order for an individual. The practice of concierge medicine is not yet very prevalent and may not be in the best interest of the general public6 because its main goal is to provide faster and better-quality medical service to the select few who are willing to pay for it. Concierge medicine allows a wealthy patient access top clinical talent to select the best diagnostic and therapeutic options known to be potentially applicable to his case. An example is the off-label use of cancer therapies based on gene expression profiling and the particular somatic mutations found in a tumor biopsy or even patient plasma. What we propose here is a significant extension of this process where a team of researchers is recruited to aid clinicians by using both experimental and bioinformatics tools in an attempt to discover a novel disease management strategy. Currently research and clinical practice in privately funded health care are largely separate. This may be impeding progress and the adoption of cutting-edge methods into mainstream clinical use. Many top-rated medical and academic institutions are using the concepts of concierge medicine to subsidize other areas7 without involving patients directly into the research projects. Many private individuals with medical problems donate to research or medical organizations, without engaging in research activities. Here we propose a new model in which the patient becomes directly involved with the research project to find new solutions for unmet medical needs. In addition to paying for the research and providing clinical samples, the patient helps to coordinate the research activities. This may lead to improvements in the way the research is integrated directly into clinical practice. 1 The Biogerontology Research Foundation, Reading, United Kingdom. Center for Pediatric Hematology, Oncology and Immunology, Moscow, Russian Federation. Moscow Institute of Physics and Technology, Moscow, Russian Federation. 4 First Open Institute for Regenerative Medicine for Young Scientists, Moscow, Russian Federation. 5 Department of Biomedical Engineering, Boston University, Boston, Massachusetts. 6 Department of Physiology and Biophysics, University of California Irvine, Irvine, California. 7 Sequenom, Inc., San Diego, California. 2 3 414
  • 2. NEW MODEL FOR FUNDING AND MANAGING RESEARCH PROJECTS Involving Patients in Personalized Science to Fund Research Projects Many high-net-worth individuals with excellent management skills donate billions of dollars to research via foundations and fellowships, without being directly involved with the research projects. These foundations are typically set up to address a broad cause and usually do not have a core goal-oriented project. A team of experts is hired to supervise research activities and provide grants to scientists who are usually already funded by the government, academia, or industry. Some high-net-worth individuals, besides donating to basic research, would also like to solve personal medical problems and steer some of the research effort. These individuals often have excellent project management and organizational skills, but lack the scientific background and confidence to start their own research projects. In contrast, many young scientists and medical doctors would like to apply their skills to conduct cuttingedge research and work with patients, but lack management expertise. Personalized science projects could bridge this gap and link patients with management expertise with teams of scientists and physicians who are interested in pursuing goal-oriented science, the patient provides research grants, samples, and management expertise. The team of physicians and research scientists executes research projects that address the patient’s future needs and research interests. 415 To test this personalized science concept, we organized a group of young scientists and physicians with over 500 active members and conducted a series of 30 weekly lectures on regenerative medicine. In parallel, we used social media to create multidisciplinary teams of biophysicists, biologists, geneticists, and physicians to work on 25 research projects with topics spanning from metastatic mineralization of the connective tissue to bioinformatics approaches to personalized medicine in oncology. Using this pool of scientists and physicians, it became possible to launch research-personalized science projects to address both patient research interests and needs. Whenever a highnet-worth individual who has medical problems or would like to prevent possible future medical problems becomes interested in pursuing a research project, the project is announced to the community to form a core team that is funded and co-managed by that individual. These small, goal-oriented teams dedicated to solving specific patient problems may be more effective than large foundations or industries (Fig. 1). Process The high-net-worth individual creates a description of a medical problem to be addressed and proposes the research budget and a set of milestones (Fig. 2). The research organization then describes and announces the project to the community of scientists and physicians that can submit FIG. 1. Power to the patient. Patients provide grant funding to a research organization. The organization provides funding and research infrastructure to young researchers. The research team then interacts with the patient and leading experts in the field to provide care.
  • 3. 416 ZHAVORONKOV AND CANTOR FIG. 2. Process description. Teams of patients, MDs, and PhDs work together to determine the best course of action for personalized medical care. applications to join the research team. This creates a situation in which candidates are not writing proposals based on extensions of the research they have already done, but instead they address, a health question that has already been elaborated. The research organization, together with the initiator of the project, can then select a qualified team from a pool of interested candidates. The patient helps the effort by coordinating the project, setting targets, providing samples, and providing the funding. The physicians perform a comprehensive clinical review of the medical problem, engaging top experts in the field whenever possible. The physicians decide what factors are likely to be relevant to the target problem and form collaborations with the scientists. The scientists perform various bioinformatics analyses of the factors and target problem, focusing on the most promising of the therapeutic approaches. The physicians focus on performing patient-specific studies, such as various ‘‘omics’’ analyses, imaging, and any other additional tests as indicated by the medical problem. Together, the physicians and scientists develop a working treatment hypothesis. At this point, the physicians and scientists design a series of experiments to test the hypothesis. Finally, the team provides the managing patient with a research report and review of the current information. They list current and possible new treatment options for the patient. The team can also propose further investigation to extend the project and possibly lead it to commercialization. Examples A 40-year-old patient suffering from endometriosis was the owner of a successful international manufacturing and marketing business and decided to support research in endometriosis. She contacted a large research and clinical center running a voluntary organization in regenerative medicine for young scientists. With guidance from the supervisors of the practicum, she interviewed young physicians, scientists, and students and provided research fellowships to those interested in endometriosis. She also decided that if the research project showed promise, she would fund the project on a large scale. She selected physicians (ObGyn/embryology) and scientists (bioinformatics/systems biology) to work with her on the project. The physicians consulted several leading experts in the field internationally using the patient’s diagnostic data, performed a variety of tests, and prepared a report on the factors involved in endometriosis and patient-specific diagnostic data. Together with the scientists and the patient, the team developed screening and diagnostic routines that went far beyond traditional practice to monitor hormonal levels and screen for potential biomarkers in blood, saliva, stool, and urine. Also, as suggested by the patient, the team collected samples of endometrial cells, performed transcriptome analysis and signaling pathway analysis, identified perspective drug targets, and shortlisted a number of
  • 4. NEW MODEL FOR FUNDING AND MANAGING RESEARCH PROJECTS potential candidate drugs and therapies. In the meantime, the patient stabilized her condition under the supervision of the leading experts in the region, who became interested in the science component of the project. Another example involved a high-net-worth individual interested in aging research, who briefly described the condition of one of his colleagues, which involved accelerated mineralization of connective tissue. On the basis of this suggestion, six young physicians and scientists formed a multidisciplinary team to study the condition. The team worked for 6 months using the research organization’s infrastructure to perform a detailed analysis of the factors involved in mineralization, literature review, and bioinformatics analysis and proposed a series of experiments to confirm their hypotheses. The patient did not fully engage in the project, but it resulted result in closer collaboration between the scientists and medical doctors working together to address the patient-specific problem. Benefits of Personalized Science From the patient’s perspective, there are many benefits of personalized science. Patients can achieve a better understanding of their medical problem. Due to their direct involvement with the funding aspects and the research team, they have the ability to direct research, set objectives, and apply management talents. Their own samples and information can be used for research purposes, creating the ultimate in personalized medicine. Receiving informed consent from the patient becomes exponentially easier, because they have a better comprehension of the medical issues and the treatment plan. While their personalized care is being developed by researchers, the physicians can use their networks to put their patient in contact with leading experts in the field, so that the patient can receive better treatment in the future. Finally, the patient has the potential prospect of turning the research project into a business and generating more revenue. Researchers benefit from this new funding paradigm in a number of ways. The process creates new avenues for funding young scientists. These scientists will spend less time on grant writing and reporting and more time on the actual research problem. By using goal-oriented research with a specific patient in mind, it may be easier to determine the best course of action and experimentation. Teams with physicians and scientists working together will pool the assets from both fields. The scientists have the ability to contact authorities in the field of study and possibly publish a review or a case report at the end. Finally, researchers may be able to commercialize the research findings with an educated seed investor. The public will benefit from personalized science, because patients will assume the cost of fundamental research. This process also creates a new bottom-up approach to solving global medical problems. The public will have faster access to cutting-edge medicine and science. Finally, it may be able to reduce health care costs by identifying optimal targetoriented therapies aimed to cure specific medical issues. Legal and Ethical Issues of Personalized Science Although there are clearly many benefits to personalized science, it raises some serious legal and ethical issues. 417 The concierge medicine concept is increasingly drawing ethical criticism,8 because today’s research scientists rarely engage in behavior classified as misconduct that involves direct contact and working directly with the patients.9 Direct patient involvement may prompt unnecessary and unregistered screening and diagnostic procedures, misuse of patient records, and self-experimentation, especially considering cases of off-label use of registered drugs. A patient making tax-deductible donations to non-profit organizations performing research using patient’s material may be deriving personal benefits that are not legal from the taxation standpoint. Unavoidably, wealthier patients engaged in personalized science may get an unfair advantage compared to regular patients. A wealthy patient could also conceivably become disillusioned by the results or have unacceptably high expectations. However, all of these issues can be addressed and potentially resolved on a case-by-case basis. For example, the patient may decide that benefiting from personalized science outweighs a tax break for donating funds and forgo receiving the tax break. If wealthier patients allow other patients to come into the study at a reduced cost, less wealthy patients may benefit as well. The public benefits from this new paradigm may help compensate for these potential legal and ethical issues. Summary The new paradigm of personalized science yields funding, patient samples, data, and skills for goal-oriented research in the current resource-constrained environment. Young researchers working together in small teams with expert management from the patient may find new ways to treat patients. Funding personalized science will create a new wave of opportunities for researchers and provide high-net-worth patients with the ability to engage in solving their personal medical problems while subsidizing and directly contributing to research activities. These opportunities are excellent starters for new business ventures and treatment options for the public at large. Overall, personalized science is a fascinating new possibility for science. Author Disclosure Statement No competing financial interests exist. References 1. Bernal, J.D. Science in History: Volume 1: The Emergence of Science. Faber & Faber, 2012. 2. Brennan TA. Luxury primary care—Market innovation or threat to access? N Engl J Med 2002;346:1165–1168. 3. Alexander GC, Kurlander J, Wynia MK. Physicians in retainer (‘‘concierge’’) practice. J Gen Intern Med 2005;2012; 1079–1083. 4. Alexander GC, Kurlander J, Wynia MK. Physicians in retainer (‘‘concierge’’) practice. A national survey of physician, patient, and practice characteristics. J Gen Intern Med 2005;20: 1079–1083. 5. Travis J. Signing up for contract research and development. Science 1994;265:1915–1916. 6. Brennan TA. Concierge care and the future of general internal medicine. J Gen Intern Med 2005;20:1190.
  • 5. 418 7. Lucier DJ, Frisch NB, Cohen BJ, Wagner M, Salem D, Fairchild DG. Academic retainer medicine: An innovative business model for cross-subsidizing primary care. Acad Med 2010;85:959–964. 8. Donohoe M. Luxury primary care, academic medical centers, and the erosion of science and professional ethics. J Gen Intern Med 2004;19:90–94. 9. Martinson BC, Anderson MS, De Vries R. Scientists behaving badly. Nature 2005;435:737–738. ZHAVORONKOV AND CANTOR Address correspondence to: Alex Zhavoronkov The Biogerontology Research Foundation 4 Hill Street London, W1J 5NE United Kingdom E-mail: alex@biogerontology.org