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G e n o P A T H
2 0 9 L o n g w o o d D r i v e , S W
H u n t s v i l l e , A L 3 5 8 0 1
8 5 5 - G E N O P A T H
w w w . g e n o p a t h . c o m
	
  
	
   	
  
Pharmacogenomics:
The Case for Provider
Practice Integration
2	
   Pharmacogenomics:	
  The	
  Case	
  for	
  Provider	
  Practice	
  Integration	
  
	
  
Introduction	
  
Personalized medicine is becoming a reality in today’s healthcare environment. The
successful milestone of mapping the human genome was achieved through the Human
Genome Project in 2003 and marked the beginning of a new “normal” for how we think
about diagnosing, understanding, and treating diseases in the human species. This area of
science is expanding to cover a wide variety of challenges and opportunities. One specific
subset of the broader context of personalized medicine is Pharmacogenomics.
Pharmacogenomics is the study of how genes affect a person’s response to medications.
This field combines pharmacology and genomics to both develop and administer effective,
safe medications and doses that are tailored to a person’s genetic makeup. Clinicians can tap
into a substantial knowledge base about how certain genetic variations are predictors for
how a patient will respond to a wide variety of very commonly prescribed medications for
immediately relevant clinical applications today. Available insights with respect to how
patients uniquely respond to common prescriptions such as statins, blood thinners, blood
pressure medications, pain medications, oral diabetic meds, anti-inflammatories and
heartburn medications, to name a few, offer an alternative to “trial-and-error” prescription
and the sometimes harmful side effects it can yield.
The imperatives to take advantage of the insights of pharmacogenomics are well justified
given the challenges to our healthcare system, not to mention the costs, suffering and/or
fatalities attributed to ADE’s (Adverse Drug Events). It is estimated that ADE’s add an
estimated costs of $3.5B/year in the US according to the US CDC.1
Estimates also suggest
that if medication issues were classified as a disease, they would represent the 3rd
or 4th
largest cause of death in the United States. Certain patient populations are at a greater risk
of suffering from these events and as such are the most likely to benefit from this type of
personalized medicine.
Providers face a myriad of challenges in today’s increasingly complex healthcare environment.
It is important that this type of personalized medicine be introduced to practices in a way
that is beneficial to the provider practice in order to be ultimately beneficial to patients.
Successful integration requires understanding of the complicated workflow requirements of
the practice and a partner who provides the practice with expertise, education, support and
consultation.
With the right approach and partnership, the integration of this type of personalized
medicine into clinical practice can begin to deliver upon the promise of enhancing patient
outcomes.
	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  
1	
  http://www.cdc.gov/medicationsafety/basics.html
	
  
Pharmacogenomics:	
  The	
  Case	
  for	
  Provider	
  Practice	
  Integration	
   3	
  
	
  
Why	
  is	
  Pharmacogenomics	
  Important?	
  
According to the FDA (Food and Drug Administration), “Pharmacogenomics can play an
important role in identifying responders and non-responders to medications, avoiding
adverse events, and optimizing drug dosages.” Adverse Drug Events (ADE’s) are a serious
public health problem and it is anticipated that it will likely get worse as the population in
the US ages.
Pharmacogenomics utilized in personalized medicine can shift the emphasis in medicine
from reaction to prevention, significantly reduce trial and error prescribing, help reduce the
overall costs of healthcare, and improve the quality of care and outcomes for your patients.
Furthermore, adverse drug reactions are a cost leader contributing to continued escalation
of expense for malpractice. Adverse Drug Reactions are prominent in malpractice payouts
by providers.	
  
	
  
	
  
	
   	
  
4	
   Pharmacogenomics:	
  The	
  Case	
  for	
  Provider	
  Practice	
  Integration	
  
	
  
Pharmacogenomics	
  Basics	
  
Genetic factors are estimated to account for between 20-95% of the patient variability with
respect to responses to individual medications. Although humans share about 99% of the
exact same exact genetic material, it is the 1% differences that make us unique. It is also
some of these differences that determine how an individual will respond to a medication.
When a drug is taken, there are two main processes that occur in the body:
1) Pharmacokinetics: How a drug moves
through your body and gets metabolized
or “absorbed” by the body’s systems.
2) Pharmacodynamics: How a drug
changes the physiology of the body as it
meets its “target” (e.g. the pain, or
inflammation as examples.)
In the case of how these processes occur, it is the
Cytochrome P450 (CYP) system of genes that
include the encoding enzymes that control the
metabolism of more than 70% of prescription
drugs.2
The variations that naturally occur through
genetic inheritance predict whether a patient will be either a poor, intermediate, normal, or
rapid/ultra-rapid metabolizer of certain medications. Medications and associated
recommended dosages are typically determined based on “average” success in clinical
trials. With certain enzymes in the CYP450 family, however, the variations from normal
metabolism are significant across our population. Greater than 75% of patients have
significant variations falling outside of “normal metabolizers.”
As an example, known population variances for these three enzymes exists as noted in the
table below and can have significant implications for common prescription drugs such as
Plavix, Coumadin, Warfarin, certain Beta Blockers, common pain medications
and anti-depressants.
	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  
2	
  Pharmacogenomics: Increasing the Safety and Effectiveness of drug therapy; American Medical Association	
  
Percentages of Population By Variation of Metabolism1
Poor	
  
Metabolizer	
  
Intermediate	
  
Metabolizer	
  
Normal	
  
Metabolizer	
  
Rapid	
  or	
  
Ultra	
  Rapid	
  
Metabolizer	
  
MetabolicVariations
Pharmacogenomics:	
  The	
  Case	
  for	
  Provider	
  Practice	
  Integration	
   5	
  
	
  
Genetic tests can uncover information with respect to these enzyme variations that suggest
for specific drugs what type of metabolizer an individual will be. Genetic testing assays for
particular genes and enzymes can disclose very critical information with respect to the
efficacy of certain drugs for the patient and the dosing levels that will be appropriate.
Just one example of available insights specific to one particular medication when a patient’s
genetic tests highlight particular metabolizer variations is shown below:
Clopidogrel	
  (pro	
  drug)	
  Efficacy	
  
	
  
	
   	
  
Poor	
  
Metabolizer	
  
Population:	
  
3-­‐5%	
  Whites;	
  
13-­‐19%	
  Asians;	
  
10-­‐20%	
  African	
  
Americans	
  
Potential	
  
Outcomes:	
  
-­‐	
  Not	
  Likely	
  to	
  
receive	
  full	
  
beneKit;	
  
-­‐	
  Increased	
  Risk	
  
of	
  stent	
  
thrombosis	
  
heart	
  attack	
  or	
  
stroke.	
  
Intermediate	
  
Metabolizer	
  
Population:	
  
24-­‐36%	
  
Potential	
  
Outcomes:	
  
-­‐	
  May	
  not	
  receive	
  
full	
  beneKit;	
  
-­‐	
  Increased	
  risk	
  
of	
  stent	
  
thrombosis	
  
heart	
  attack	
  or	
  
stroke;	
  
-­‐	
  Recommended	
  
to	
  consider	
  
alternative	
  
therapy.	
  
Normal	
  
Metabolizer	
  
Population:	
  
43-­‐73%	
  
Expected	
  to	
  
beneKit	
  from	
  
standard	
  dose;	
  
Rapid	
  /	
  Ultra	
  
Rapid	
  
Metabolizer	
  
Population:	
  
5%	
  
Potential	
  
Outcomes:	
  
-­‐	
  Expected	
  to	
  
process	
  
medication	
  more	
  
quickly;	
  
-­‐	
  Possible	
  
increased	
  
beneKits;	
  
Possible	
  
increased	
  risk	
  
for	
  bleeding/
bruising.	
  
* Note: People with Asian and African ancestry tend to have an increased prevalence of
poor metabolizer status.
Enzymes Normal Intermediate Poor Ultra Rapid
CYP2D6 48% 35% 10% 7%
CYP2C9 60% >35% 2-4% N/A
CYP2C19 14-44% 24-36% 2-20% 30%
6	
   Pharmacogenomics:	
  The	
  Case	
  for	
  Provider	
  Practice	
  Integration	
  
	
  
Which	
  Patients	
  Tend	
  to	
  Benefit	
  the	
  Most	
  
From	
  Pharmacogenomics?	
  
A large and diverse group of patients
may benefit from a combination of
pharmacogenomics and
comprehensive medication
reconciliation. Commonly prescribed
statins, chronic pain medications,
chronic beta-blockers, SSRI, or anti-
arrhythmic therapy meds are known
to produce responses with significant
variations based on the genetic
characteristics of the patient.
The growing population of aging
adults in the US who are living
longer, but often while managing
multiple chronic conditions are prime
beneficiaries of this type of medicine.
Patients who are over 55 years of age and are taking two or more chronic medications
frequently benefit from this type of personalized medicine. Additionally, the number of
individuals who are taking five or more medications are very good candidates for this type of
medication management.
Primary care physicians are often the ones who are called upon to work with patients who
are suffering from issues such as heartburn or pain management. Medications prescribed
for these situations, not generally deemed as serious as chronic conditions, can in fact have
unintended consequences for the patient because of other medications and/or their genetic
predispositions with respect to metabolism. For these reasons, primary care provider
practices often see tremendous benefits in integration of this type of personalized medicine
into their practices.
Certain medications, over 120 in total, actually have been deemed to be so potentially
harmful due to known issues in patients with specific genetic alleles that they are required by
the U.S. FDA (United States Food and Drug Administration) to carry “black box labels,” or
pharmacogenomics biomarkers information in their labels.3
Some medications commonly
	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  
3	
  www.fda.gov/drugs/scienceresearch/researchareas/pharmacogenetics/ucm083378.htm	
  
Pharmacogenomics:	
  The	
  Case	
  for	
  Provider	
  Practice	
  Integration	
   7	
  
	
  
prescribed by cardiologists fall into this category including medications such as Coumadin ®
(Warfarin) and simvastatins.
Finally, as the number of medications an individual takes increases, the situations in which a
combination of pharmacogenomics and comprehensive medication reconciliation can
provide excellent decision support also becomes more prevalent. Genetic traits provide
predictable insights into how a patient will metabolize drugs and when drugs can become
inhibitors or inducers in an individual providing valuable insight for identifying potentially
harmful drug-to-drug interactions or situations in which the beneficial effects of one
medication are diluted or altered by other medications.
CDC research conducted in 2010 showed that 66.2% of patients between the ages of 45-64
years have taken at least (1) prescription medicine in the last 30 days. The same study
suggests that 16.8% of those individuals have taken (5) or more. The numbers for
individuals who have taken (5) or more prescription drugs more than doubles for the 65
years or older demographic. Genetic pathways information combined with comprehensive
medication reconciliation can provide a physician with significant decision support insights
for these types of patients taking multiple medications.
8	
   Pharmacogenomics:	
  The	
  Case	
  for	
  Provider	
  Practice	
  Integration	
  
	
  
The benefits to the patients who fit in the profiles shown above can be significantly life
altering at times. Expenses associated with ineffective treatments can be reduced. Adverse
reactions and problematic side effects can be reduced. Ultimately, the efficacy of the
treatment regime can be improved, yielding better outcomes for these patients.
	
   	
  
Pharmacogenomics:	
  The	
  Case	
  for	
  Provider	
  Practice	
  Integration	
   9	
  
	
  
Provider	
  Practice	
  Considerations	
  
The decision to integrate pharmacogenomics and personalized medicine into your
practice can be a very positive one. The decision can have immediate and substantial
benefits for your patients inclusive of:
• Saving your patients money on ineffective medications;
• Preventing your patients from experiencing avoidable unpleasant or even fatal
experiences which can be attributed to certain medications;
• Improving the efficacy of their comprehensive treatment plans, thus improving
their quality of life.
Guidance from clinicians who have successfully implemented these programs often
begin with these basic considerations for making the transition in your practice go
smoothly:
1.	
  	
  Integrate	
  pharmacogenomics	
  combined	
  with	
  increased	
  rigor	
  around	
  basic	
  
comprehensive	
  medication	
  reconciliation	
  practices.	
  
2.	
  	
  As	
  much	
  as	
  possible,	
  work	
  across	
  the	
  continuum	
  of	
  providers	
  for	
  your	
  patients	
  and	
  
include	
  pharmacy	
  in	
  the	
  process.	
  
3.	
  	
  Embrace	
  a	
  partner	
  in	
  the	
  process	
  who	
  is	
  qualified	
  and	
  willing	
  to	
  aide	
  in	
  educating	
  
you,	
  your	
  staff,	
  and	
  your	
  patients	
  throughout	
  the	
  process.	
  
	
  
For more information on how your practice can implement pharmacogenomics and
produce better outcomes for your patients, contact GenoPATH at 1-855-GenoPATH
(1-855-436-6728) or contact us at info@genopath.com.

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The-Case-for-Practice-Integration[1]

  • 1.                                                                                                                                                                                                                           G e n o P A T H 2 0 9 L o n g w o o d D r i v e , S W H u n t s v i l l e , A L 3 5 8 0 1 8 5 5 - G E N O P A T H w w w . g e n o p a t h . c o m       Pharmacogenomics: The Case for Provider Practice Integration
  • 2. 2   Pharmacogenomics:  The  Case  for  Provider  Practice  Integration     Introduction   Personalized medicine is becoming a reality in today’s healthcare environment. The successful milestone of mapping the human genome was achieved through the Human Genome Project in 2003 and marked the beginning of a new “normal” for how we think about diagnosing, understanding, and treating diseases in the human species. This area of science is expanding to cover a wide variety of challenges and opportunities. One specific subset of the broader context of personalized medicine is Pharmacogenomics. Pharmacogenomics is the study of how genes affect a person’s response to medications. This field combines pharmacology and genomics to both develop and administer effective, safe medications and doses that are tailored to a person’s genetic makeup. Clinicians can tap into a substantial knowledge base about how certain genetic variations are predictors for how a patient will respond to a wide variety of very commonly prescribed medications for immediately relevant clinical applications today. Available insights with respect to how patients uniquely respond to common prescriptions such as statins, blood thinners, blood pressure medications, pain medications, oral diabetic meds, anti-inflammatories and heartburn medications, to name a few, offer an alternative to “trial-and-error” prescription and the sometimes harmful side effects it can yield. The imperatives to take advantage of the insights of pharmacogenomics are well justified given the challenges to our healthcare system, not to mention the costs, suffering and/or fatalities attributed to ADE’s (Adverse Drug Events). It is estimated that ADE’s add an estimated costs of $3.5B/year in the US according to the US CDC.1 Estimates also suggest that if medication issues were classified as a disease, they would represent the 3rd or 4th largest cause of death in the United States. Certain patient populations are at a greater risk of suffering from these events and as such are the most likely to benefit from this type of personalized medicine. Providers face a myriad of challenges in today’s increasingly complex healthcare environment. It is important that this type of personalized medicine be introduced to practices in a way that is beneficial to the provider practice in order to be ultimately beneficial to patients. Successful integration requires understanding of the complicated workflow requirements of the practice and a partner who provides the practice with expertise, education, support and consultation. With the right approach and partnership, the integration of this type of personalized medicine into clinical practice can begin to deliver upon the promise of enhancing patient outcomes.                                                                                                                 1  http://www.cdc.gov/medicationsafety/basics.html  
  • 3. Pharmacogenomics:  The  Case  for  Provider  Practice  Integration   3     Why  is  Pharmacogenomics  Important?   According to the FDA (Food and Drug Administration), “Pharmacogenomics can play an important role in identifying responders and non-responders to medications, avoiding adverse events, and optimizing drug dosages.” Adverse Drug Events (ADE’s) are a serious public health problem and it is anticipated that it will likely get worse as the population in the US ages. Pharmacogenomics utilized in personalized medicine can shift the emphasis in medicine from reaction to prevention, significantly reduce trial and error prescribing, help reduce the overall costs of healthcare, and improve the quality of care and outcomes for your patients. Furthermore, adverse drug reactions are a cost leader contributing to continued escalation of expense for malpractice. Adverse Drug Reactions are prominent in malpractice payouts by providers.          
  • 4. 4   Pharmacogenomics:  The  Case  for  Provider  Practice  Integration     Pharmacogenomics  Basics   Genetic factors are estimated to account for between 20-95% of the patient variability with respect to responses to individual medications. Although humans share about 99% of the exact same exact genetic material, it is the 1% differences that make us unique. It is also some of these differences that determine how an individual will respond to a medication. When a drug is taken, there are two main processes that occur in the body: 1) Pharmacokinetics: How a drug moves through your body and gets metabolized or “absorbed” by the body’s systems. 2) Pharmacodynamics: How a drug changes the physiology of the body as it meets its “target” (e.g. the pain, or inflammation as examples.) In the case of how these processes occur, it is the Cytochrome P450 (CYP) system of genes that include the encoding enzymes that control the metabolism of more than 70% of prescription drugs.2 The variations that naturally occur through genetic inheritance predict whether a patient will be either a poor, intermediate, normal, or rapid/ultra-rapid metabolizer of certain medications. Medications and associated recommended dosages are typically determined based on “average” success in clinical trials. With certain enzymes in the CYP450 family, however, the variations from normal metabolism are significant across our population. Greater than 75% of patients have significant variations falling outside of “normal metabolizers.” As an example, known population variances for these three enzymes exists as noted in the table below and can have significant implications for common prescription drugs such as Plavix, Coumadin, Warfarin, certain Beta Blockers, common pain medications and anti-depressants.                                                                                                                 2  Pharmacogenomics: Increasing the Safety and Effectiveness of drug therapy; American Medical Association   Percentages of Population By Variation of Metabolism1 Poor   Metabolizer   Intermediate   Metabolizer   Normal   Metabolizer   Rapid  or   Ultra  Rapid   Metabolizer   MetabolicVariations
  • 5. Pharmacogenomics:  The  Case  for  Provider  Practice  Integration   5     Genetic tests can uncover information with respect to these enzyme variations that suggest for specific drugs what type of metabolizer an individual will be. Genetic testing assays for particular genes and enzymes can disclose very critical information with respect to the efficacy of certain drugs for the patient and the dosing levels that will be appropriate. Just one example of available insights specific to one particular medication when a patient’s genetic tests highlight particular metabolizer variations is shown below: Clopidogrel  (pro  drug)  Efficacy         Poor   Metabolizer   Population:   3-­‐5%  Whites;   13-­‐19%  Asians;   10-­‐20%  African   Americans   Potential   Outcomes:   -­‐  Not  Likely  to   receive  full   beneKit;   -­‐  Increased  Risk   of  stent   thrombosis   heart  attack  or   stroke.   Intermediate   Metabolizer   Population:   24-­‐36%   Potential   Outcomes:   -­‐  May  not  receive   full  beneKit;   -­‐  Increased  risk   of  stent   thrombosis   heart  attack  or   stroke;   -­‐  Recommended   to  consider   alternative   therapy.   Normal   Metabolizer   Population:   43-­‐73%   Expected  to   beneKit  from   standard  dose;   Rapid  /  Ultra   Rapid   Metabolizer   Population:   5%   Potential   Outcomes:   -­‐  Expected  to   process   medication  more   quickly;   -­‐  Possible   increased   beneKits;   Possible   increased  risk   for  bleeding/ bruising.   * Note: People with Asian and African ancestry tend to have an increased prevalence of poor metabolizer status. Enzymes Normal Intermediate Poor Ultra Rapid CYP2D6 48% 35% 10% 7% CYP2C9 60% >35% 2-4% N/A CYP2C19 14-44% 24-36% 2-20% 30%
  • 6. 6   Pharmacogenomics:  The  Case  for  Provider  Practice  Integration     Which  Patients  Tend  to  Benefit  the  Most   From  Pharmacogenomics?   A large and diverse group of patients may benefit from a combination of pharmacogenomics and comprehensive medication reconciliation. Commonly prescribed statins, chronic pain medications, chronic beta-blockers, SSRI, or anti- arrhythmic therapy meds are known to produce responses with significant variations based on the genetic characteristics of the patient. The growing population of aging adults in the US who are living longer, but often while managing multiple chronic conditions are prime beneficiaries of this type of medicine. Patients who are over 55 years of age and are taking two or more chronic medications frequently benefit from this type of personalized medicine. Additionally, the number of individuals who are taking five or more medications are very good candidates for this type of medication management. Primary care physicians are often the ones who are called upon to work with patients who are suffering from issues such as heartburn or pain management. Medications prescribed for these situations, not generally deemed as serious as chronic conditions, can in fact have unintended consequences for the patient because of other medications and/or their genetic predispositions with respect to metabolism. For these reasons, primary care provider practices often see tremendous benefits in integration of this type of personalized medicine into their practices. Certain medications, over 120 in total, actually have been deemed to be so potentially harmful due to known issues in patients with specific genetic alleles that they are required by the U.S. FDA (United States Food and Drug Administration) to carry “black box labels,” or pharmacogenomics biomarkers information in their labels.3 Some medications commonly                                                                                                                 3  www.fda.gov/drugs/scienceresearch/researchareas/pharmacogenetics/ucm083378.htm  
  • 7. Pharmacogenomics:  The  Case  for  Provider  Practice  Integration   7     prescribed by cardiologists fall into this category including medications such as Coumadin ® (Warfarin) and simvastatins. Finally, as the number of medications an individual takes increases, the situations in which a combination of pharmacogenomics and comprehensive medication reconciliation can provide excellent decision support also becomes more prevalent. Genetic traits provide predictable insights into how a patient will metabolize drugs and when drugs can become inhibitors or inducers in an individual providing valuable insight for identifying potentially harmful drug-to-drug interactions or situations in which the beneficial effects of one medication are diluted or altered by other medications. CDC research conducted in 2010 showed that 66.2% of patients between the ages of 45-64 years have taken at least (1) prescription medicine in the last 30 days. The same study suggests that 16.8% of those individuals have taken (5) or more. The numbers for individuals who have taken (5) or more prescription drugs more than doubles for the 65 years or older demographic. Genetic pathways information combined with comprehensive medication reconciliation can provide a physician with significant decision support insights for these types of patients taking multiple medications.
  • 8. 8   Pharmacogenomics:  The  Case  for  Provider  Practice  Integration     The benefits to the patients who fit in the profiles shown above can be significantly life altering at times. Expenses associated with ineffective treatments can be reduced. Adverse reactions and problematic side effects can be reduced. Ultimately, the efficacy of the treatment regime can be improved, yielding better outcomes for these patients.    
  • 9. Pharmacogenomics:  The  Case  for  Provider  Practice  Integration   9     Provider  Practice  Considerations   The decision to integrate pharmacogenomics and personalized medicine into your practice can be a very positive one. The decision can have immediate and substantial benefits for your patients inclusive of: • Saving your patients money on ineffective medications; • Preventing your patients from experiencing avoidable unpleasant or even fatal experiences which can be attributed to certain medications; • Improving the efficacy of their comprehensive treatment plans, thus improving their quality of life. Guidance from clinicians who have successfully implemented these programs often begin with these basic considerations for making the transition in your practice go smoothly: 1.    Integrate  pharmacogenomics  combined  with  increased  rigor  around  basic   comprehensive  medication  reconciliation  practices.   2.    As  much  as  possible,  work  across  the  continuum  of  providers  for  your  patients  and   include  pharmacy  in  the  process.   3.    Embrace  a  partner  in  the  process  who  is  qualified  and  willing  to  aide  in  educating   you,  your  staff,  and  your  patients  throughout  the  process.     For more information on how your practice can implement pharmacogenomics and produce better outcomes for your patients, contact GenoPATH at 1-855-GenoPATH (1-855-436-6728) or contact us at info@genopath.com.