the visualization devices and replica watches techniques themselves, but leather furniture rather the quality of the image,
the speed of the networks, and the variety of snoring chin strap devices from which the images can be viewed
and analyzed.
Today, it is not uncommon for a baby shower cakes tomogram to be embedded within the EHR and recalled
by the patient at home or by a variety of Piilolinssit specialists using a variety of devices, including
those that are handheld. There is no technical impediment to providing this kind of visualization
today—only the right price point, awareness, and desire. The future will likely
include three-dimensional viewing and new forms of interaction with the images, including
tactile control.
Drivers of Change .
13
Just think what can be done today with an iPhone: Imagine that the image on the phone
is a high-definition x-ray or MRI. Last, do not forget humble video. In the time that it has
taken to read this section, about 16 hours of video were uploaded to YouTube. This is startling
and speaks to the increasingly ubiquitous nature of video and podcasts in our daily
lives. The impact of this virtual world is discussed in detail in Chapter 17; for now, consider
how it can affect patient pokies care. spa cover In the future, it may be that interactions between the physician
and patient or the pharmacist and patient will be routinely captured on video and pokies
become part of the EHR for instant recall and referral its worth also noting that as the nhs was not around at the time were far more common.
2.4.4 Telemedicine and Telepharmacy
Telemedicine and telepharmacy are defined scabies treatment here as combining visualization, as discussed
previously, with the use of the telephone, Internet, or other medium to provide healthcare
at a distance. In the most advanced
sole f80 cases, telemedicine might imply surgeons performing
a complex operation close to a battlefield from a site thousands of miles away by steering
robotic arms to perform the sole f63
procedure. A simpler and likely more ubiquitous form of
telepharmacy might be a pharmacist discussing a patient’s prescription on the telephone
while they share data on their respective total gym xls computer screens about the drug being described.
Although the latter scenario is doable with the technology most of us have today, the appropriate
government legislation, a
business model, and the will to do it are lacking.
Telemedicine and telepharmacy are most important when a geographic barrier exists.
An example is the North Dakota State University (NDSU) telepharmacy project11—a project
in a state with a large rural population, many of whom do not have ready access to a
pharmacy. To quote the university’s Web site:
A licensed pharmacist at a central quick payday loans pharmacy site supervises a digital signage registered pharmacy
technician at a remote telepharmacy site through the use of video conferencing
technology. The technician prepares the prescription drug for dispensing by Data Mining Software
the
pharmacist. The pharmacist communicates face-to-face in real time with the technician
and the patient through audio and video computer links. The North Dakota
Telepharmacy Project is a collaboration of the NDSU College of Pharmacy, Nursing,
and Allied Sciences, the North Dakota Board of Pharmacy, and the North Dakota
Pharmacists Association. North Dakota was the first state to pass administrative
rules allowing retail pharmacies to operate in certain remote areas without requiring
a pharmacist to be present.
The preceding extract is an example of the will and the legislation being in place. With
the growing use by the population at large of online, real-time communication services for
voice and video (e.g., Skype), patients’ demands for such services from healthcare providers
can only increase in years to come.
2.5 CHAnGES ExPECTED TO RESuLT FROM BIOTECHnOLOGy
Traditionally, patient care as provided by the physician and pharmacist has been distinct
from the research and development of products used by these care providers.
14 .
Howard R. Asher and Philip E. Bourne

This distinction began during training and would lead to the awarding of an M.D. or a
Pharm.D. degree, rather than a Ph.D. degree. Cross-training of students to receive both
M.D. and Ph.D. degrees or Pharm.D. and Ph.D. degrees is an enabler of change and
reflects the growing convergence of what were two distinct disciplines. Health sciences
campuses around the world are introducing changes to their curricula to accommodate
the emerging cross-disciplinary field of translational medicine. This field, which
integrates work at the laboratory bench with the care of the patient at the bedside—or,
stated more formally, the study of genotype to phenotype—is affecting and will continue
to affect healthcare.
How does translational medicine affect
harmacy practice, and what is its relationship
to pharmacy informatics? We will try to illustrate how these emergent disciplines and the
technology harman kardon soundsticks ii associated with them are beginning to have an impact on pharmacy practice
and will likely do so even more in the future. Bose Companion 3 The connection to informatics comes from
the large amounts of data generated by these new genotype and phenotype technologies,
which only the computer can summarize for us. This new way of thinking about healthcare
is being called “digitally enabled genomic logitech z-2300 medicine.”
2.5.1 Genomic Medicine
The story of genomic medicine can be traced back at least to Oswald Avery who, in 1944,
showed that DNA was indeed the means by which genetic traits are transferred. The double
helix discovered by Watson and Crick in 1953 provided us not only with science’s most well
known logo, but also with insights into the structure–function relationships, and hence
mechanisms, that underlie heredity and development. The culmination occurred in 2000
with the release of the first draft of the human genome (the blueprint of life)—the biological
equivalent of the first moon landing.
More accurately describing the genes present in the human genome and the subsequent
watershed of understanding that has arisen from the study of the human genome are
starting to have and will have an ever increasing impact on illness and healthcare. With
improvements in technology for DNA sequencing, the estimated $0.1 billion to $1 billion
price tag for sequencing the first genome is down to $10,000 and is estimated to fall to $50
per genome in the next few years. Your complete genome sequence will likely become part
of your medical record in the future. Of course, legal and ethical implications of using
genomic information are being questioned and dealt with more slowly than the technology
that is raising the questions.
Most popular attention is focused on the human genome; however, to scientists, the
genomes of humans and many other speciesrepresent a foundation from which new
understanding of the more complex features of life begins—features dubbed with different
“-omics” names. For example, the genome defines our protein complement and new
enabling technologies have been developed to study proteins in the field of proteomics.
Proteins, DNA, RNA, and many molecules comprise a living system and it is the interaction
of these components that is important. Such interactions comprise a variety of pathways
for regulation, metabolism (“metabolomics”), and signaling.
Drivers of Change .
15
By analogy, if the pathways are the wiring of the cell, then how the current flows through
that wiring defines how that cell will perform. Understanding the dynamics of the living
system in this way comprises the field of science called “systems biology.” The ultimate goal
is to simulate accurately, by computer, a living system in such a way that perturbations can
be predicted and treated before serious illness arises. We are a long way from this level of
understanding, but some early developments
are already affecting healthcare and are discussed
in the following sections.
The popular focus is on the knowledge gained from determining the sequence of the
human genome; however, it is important to remember that the genomes of many other
organisms have been determined or are being determined. These developments define the
field of comparative genomics, which has many implications for healthcare in the future.
Consider one generic approach: By knowing the genomes of a variety of pathogens (viral,
bacterial, fungal) that affect human health (e.g., tuberculosis, malaria), through comparative
stationary bike stand
genomics (comparing pathogen to human), we can begin to better understand the
unique characteristics of the pathogen. This in turn provides opportunities to develop
drugs and other treatments that specifically target the pathogen, but not the human.
2.5.2 new Modes of Diagnosis
One utility of genomic medicine is in Essay writing biomarkers for the early detection of disease.
Biomarkers are not a new concept. Blood pressure reading is a biomarker for possible hypertension
and body temperature is a biomarker for possible fever. Prostate-specific antigen
(PSA) is a protein produced by cells of the prostate gland and a well-established biomarker
for abnormal prostate activity possibly indicative of prostate cancer. These examples of biomarkers
represent a movement in diagnosis from phenotype back toward genotype—that
is, from the complete living system back to the specific protein.
Genomic biomarkers take us further
back still to the genome itself by identifying genes
known to be associated with specific disease states. News articles of gene–disease associations
appear regularly, but the identification of one (of possibly many) genes associated
with a disease is a long way from having a practical, inexpensive test as a diagnostic tool.12
Nevertheless, a staggering number of possible genetic tests are emerging. Gene Tests provides
an up-to-date list of the
funny t shirts genetic tests that are currently available.13
2.5.3 new Modes of Delivery
Here we use the term “delivery” broadly, to speak not only of drug delivery, but also of
delivery of any kind of healthcare.
However, let us start with drug delivery. A pharmacy
student is taught early on that the effectiveness of a potential drug involves more than
how well it binds to its receptor. There are issues of absorption, distribution, metabolism,
and excretion (ADME). It therefore makes sense to try to have the drug reach the site of
action without adversely encountering ADME issues. Nanosized devices capable of moving
through the bloodstream equipped with implanted controlled-release mechanisms,
perhaps through radio control, are examples of controlled-delivery devices to better reach
the site of action.
16 .
Howard R. Asher and Philip E. Bourne
Nanoparticles are microdevices at one end of the size spectrum; at the other end are the
macrodevices, such as monitoring devices, which also deliver better healthcare. Although
monitoring of vital signs is routine, more extensive monitoring devices that better monitor
blood sugar levels or even hormone and metabolite levels are likely to become commonplace.
In the future, we will begin to see monitoring devices that track progression or regression of
disease reaction to therapeutic intervention in real time. Again, this provides a mass of new
information that will figure into the life of the pharmacist in the coming years.
2.5.4 new Modes of Drug Discovery
Drug discovery is a broad and complex topic. The purpose here is simply to stimulate
thinking about the changes that are likely through new biotechnologies, the impact they
will have on pharmacy practice, and the ever increasing need for pharmacy informatics
in the drug discovery process. The no no hair removal traditional idea in drug treatment is to find one drug
that binds to one receptor and treats one disease. As the complexity of the living system is
slowly revealed, this viewpoint is proving naïve. We are treating a living system that has
evolved over at least 3 billion years. Thus, it is not surprising that very few foreign substances
are found to be therapeutic. Rather, the living system has evolved defense mechanisms
to protect itself against such substances. In a pragmatic way, this is reflected in the
“rule of five” that defines what constitutes a likely pharmaceutical.14
Because the living system has evolved to be synergistic with the environment, it is
not surprising that natural products often prove to be successful therapeutic drugs. In
the period from 1981 to 2006, 974 small-molecule new chemical entities were introduced;
63% were naturally derived or semisynthetic derivatives of natural products. For certain
therapeutic areas, such as antimicrobials, antineoplastics, antihypertensives, and anti-
inflammatory drugs, the percentages were even higher. Despite the implied potential, only
a fraction of Earth’s living species has been tested for bioactivity. This situation will likely
change in the coming years as a result of metagenomics15—a field of science that performs
multispecies genomic sequencing directly from environmental samples.
The elucidation of the human genome now provides us, in principle, with the “druggable”
genome—all the likely drug ligands and receptors. We say “in principle” because
many of the protein coding regions within the genome have yet to be annotated and hence
identified as likely receptors. Again, there is a certain naiveté in this thinking. Who is to
say the drug binds to only one receptor? The idea of polypharmacology (polyvalent/covalent),
in which a given drug binds to multiple receptors to lead to a collective multivalent
outcome, seems more appropriate.
A broader than expected affinity by a drug such that it binds to multiple receptors can
be both a blessing and a curse. It is a blessing because it may provide multiple points to
effect a positive outcome on the patient—the notion behind so-called dirty drugs. It is also
potentially a curse because it may result in adverse unanticipated side effects that are not
revealed until late in the drug development process. Torcetrapib, a cholesteryl ester transfer
protein inhibitor to reduce serum cholesterol that was developed over a period of 15
years at a cost of $850 million, is a case in point. Stage III clinical trials revealed that the
Drivers of Change .
17
drug caused fatalities attributed to hypertension—an unanticipated side effect attributed
to off-target binding to a number of receptors other than the single intended receptor.
2.5.5 Personalized Medicine
The realization that patients respond differently to the same dose of the same medication
has been known for a long time. In 1902, Archibald Garrod first asserted the hypothesis that
genetic variations could cause adverse biological reactions when chemical substances were
ingested.16 He also suggested that enzymes were responsible for detoxifying foreign substances,
and that some people do not have the ability to eliminate certain foreign substances
from the body because they lack enzymes required to metabolize these materials.
Drug reactions based on inherited traits were first recorded during World War II, when
some soldiers developed anemia after receiving doses of the antimalarial drug primaquine.
Later studies confirmed that the anemia was caused by a genetic deficiency of the glucose-
6-phosphate dehydrogenase enzyme. Similar reactions to succinylcholine and isoniazid
were studied and revealed that deficiencies in enzymes led to an inability to metabolize
these drugs normally. After studying adverse drug reactions to primaquine, succinylcholine,
and isoniazid, Arno Moltulsky proposed in 1957 that inherited traits may not only
lead to adverse drug reactions, but may also affect whether the drugs actually work.
Today, the study of this varying genetic disposition to different pharmaceuticals is called
pharmacogenomics or pharmacogenetics. The growing body of information on this field is
maintained in a database called PharmGKB (the Pharmacogenomics Knowledge Base).17
The database can be searched in various ways—for example, according to different levels of
biological complexity: gene, protein, pathway, drug. Thus, the search can be conducted by
known pharmacogenomics associated with a specific drug, the genes involved, the pathways
that contain those genes, the literature associated with the biology, and clinical trials
offered as evidence for the genetic disposition.
Pharmacogenomics represents an added stress on the pharmaceutical industry because
it is more profitable to sell one drug to a larger population than to have a variety of drugs
and doses for subsets of the population. Notwithstanding, personalized drug treatment is
a reality that affects pharmacy practice. Consider a recent illustration. The International
Warfarin Pharmacogenetics Consortium and members of PharmGKB introduced a warfarin
dosing regimen based on both clinical and genetic factors.18 The FDA has changed
warfarin’s package insert to reflect this new pharmacogenomic knowledge.
Personalized drug treatment is part of a broader field of personalized medicine that
moves us away from medical practice that is based on overall standards of care defined
across large cohorts of patients. Tracking and responding appropriately to care that is
defined for individuals rather than cohorts require a new level of information processing;
as such, it is a driver of change that again highlights the growing importance of pharmacy
informatics.
2.6 A FInAL REALITy CHECk
After reading this brief introduction to the many changes in information technology and
biotechnology that are underway, it would be easy to imagine that pharmacy practice will be