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By I. Taklar. Winona State University. 2018.

The pharmacogenomics laboratory also used a clinical microar- ray order 250 mg zithromax free shipping bacteria zar, a miniature clinical laboratory on a computer chip, to inventory the receptors on the surface of David’s leukemic cells. Based on the pattern of receptors and a library of similar receptors known to control cancer cell replication, the laboratory created a computer model of the antibody that would most effectively block replication Introduction xxi in David’s leukemic cells, and sent the data on this protein to the Sloan Kettering antibody fabrication facility. On David’s computer, he found a message from Sloan Kettering thank- ing him for seeking their help, as well as a detailed work flow sheet showing what had been done to his blood, and some articles on the technologies they used to craft a personalized response to his leukemia. The message also contained a short video clip showing what the intended effect of the new therapy was to be. A summary of the Pharmcogenomics Laboratory recommendations and schematic diagrams showing the substances it created were e-mailed to Drs. Salerno and Kumar, along with a set of treatment milestones and tolerances which would guide the administration of David’s therapy. Every five days, a home health aide drew a sample of David’s blood for the hospital’s lab to analyze. Happily, after three weeks of the enhanced therapy, the blood work indicated that David’s blood was completely clear of leukemia. His physicians sent him a basket of oranges and a note wishing him luck with his work. David never spent a day in the hospital, and had one home and two office visits with his physicians during the course of treatment, which consisted in its entirety of six weeks’ worth of home infusion therapy. The bill for all of these services was created, evaluated, and paid electronically, with David’s nominal portion of the cost billed to his Visa card, per agreement with his health plan. He never saw a paper bill, though he could view the billing process in real time on his health plan’s web site. The American health system is on the brink of a fundamen- tal transformation made possible by information technology. That transformation will be costly and complex to achieve, but when it has been accomplished, our relationship to the health system and our ability to manage our own health will be dramatically improved. Healthcare’s clinicians are virtually drowning in information, not only about the illnesses they trained to fight, but also about the process of caring for patients. Much of that information is in paper form, inaccessible or unusable when they need it. When that digital transformation is complete, vital information about our health and our specific treatment options will be freed from books, paper medical records, and practitioner memories and become moveable to the point of care or to the patient, literally at the speed of light. Digital information is an anarchic force, and its effects are difficult to predict. Moreover, many of these tools are complex, difficult to install, and difficult to learn to use. However, a health system flexible and powerful enough to ac- commodate individual needs, and to collaborate with us in improv- ing health, is within realization. A safer health system that makes thoughtful, efficient use of the flood of new knowledge, and that is responsive not only to the needs of consumers, but to its workers’ Introduction xxiii values, aspirations, and intellectual curiosity is on the near horizon. This book will help all who work in and use the American health system to understand how to make this achievable future—a more responsive, safer, and more intelligent health system—happen. In fact, this knowledge enterprise, the American health sys- tem, is the size of a large industrial nation. Despite the investment of tens of billions of dollars in information sys- tems, the more than 12 million caregivers and support personnel in the most technologically advanced health system in the world are buried in a blizzard of paper and flurries of unreturned telephone calls. My most vivid memory of the orientation tour was visiting the hospital’s medical records room. It was an enormous room in the basement, stacked floor to ceiling with dusty telephone book–sized paper med- ical records. Dozens of workers protected from the dust by white coats moved piles of these bulging records around the hospital in shopping carts. With so much paper and such haphazard filing, tracking charts inside the two-million-square-foot University of Chicago medical complex was a massive and frustrating logistical challenge. Failure to locate and deliver charts to the clinics and inpatient units de- layed or hampered the care process, resulting in increased cost and frustration for patients, nurses, and physicians alike. That medical records room reminded me of nothing so much as the municipal library in the capital of an underdeveloped country— a record-keeping system more appropriate to Dickens’ London than a modern enterprise. Although the University of Chicago hospital system has subsequently invested millions of dollars in electronic records systems, as well as more capacious plastic shopping carts, the records room, jammed with medicine’s biblical stone tablets, is still there today in 2003.

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This scenario requires professionals to have both scientific and psycho-social expertise in communicating and helping people to arrive at an informed decision zithromax 500mg fast delivery antimicrobial resistance fda. The sidebar gives a present-day scenario depicting some of the complexities involving educational and training resources that genomics information entails. With a growing supply and demand for genomics services, the importance of qualified professionals who can do justice to understanding and communicating sensitive infor- mation to individuals seeking such testing will be key. The role of the family physician will change, as these professionals will have to take an increasing responsibility for providing genomics information. Innovative educational methods, a telemedicine- type service with a genetics component (telegenetics) and portals that allow people to explore their genetic data will likely be demanded by consumers. Through Informed, Aetna, a large insurance company, is now offering its members confidential telephone and web-based cancer genetic counselling services as part of their health benefits. Similarly, consumer genomics companies are offering portal-based services to consumers interested in tracking their genomics information. Given the likelihood of a $1,000 personal genome test, and the advent of genomics companies offering direct-to-consumer genetic tests, the importance of the privacy and security of genomic information 8 cannot be understated. Key privacy and security factors influencing the integration of genomics into healthcare include consumer confidence regarding the privacy and security of their genetic infor- mation as it relates to their medical record. Data have shown that consumers are keen to learn how genetic information can be of benefit. On the flip side, consumers are also concerned about the misuse of genetic information by employers and insurance compa- nies. These data become powerful when used in tandem with phenotypic data such as physical traits, standard blood work, imaging data, allergies and other medical data. In most jurisdictions, albeit with some exceptions, it is still unclear which medical record will hold which clinical or personal record. Given the considerable overlap, ultimately, a truly integrated medical record – one that has the ability to reconcile a person’s medical record with his or her genetic and phenotypic history and enable predictive analysis – will be required. Genomic data will increasingly involve the simultaneous testing of thousands of genes and their expression patterns. Non-research healthcare providers, which include community hospitals, large non- teaching hospitals and family health practices, will primarily be consumers of genomics (e. Health regions and hospitals can tailor their chronic disease prevention and management and health and wellness programs based on such information, and begin to focus on molecular-based, proac- tive prevention. While it is well documented that the genetic component of various common disorders can vary, the use of such information can nevertheless be significant in offering personalized medicine to consumers. In this regard, genomics data should be actively included in chronic disease management strategies. Genomic literacy The lack of genomic literacy may be a significant stumbling block in its integration. As genomic medicine increases in use, health regions and hospitals need to engage in genomics education by providing tools and multiple channels for consumer education, including the use of portals, telemedicine and both traditional and non-traditional means. Investing in genomic literacy will result in more informed consumers who can Electronic Healthcare, Vol. Health service organizations and professionals can become truly innovative by actively adopting a genomics strategy and action plan. For a health service organization, for example, articulating how it will prepare for and use genomics information for the health and wellness of its consumers can raise the innovation bar and competitiveness of the organization. This can result in attracting leading researchers and professionals to the organization. For example, policies regarding the privacy and security of genomic information, the relia- bility of genomic data and the applicability of genomic data to specific populations are vital components that need to be addressed by healthcare regions. Healthcare regions and provinces have a big opportunity to play a leadership role in developing policies that are in the interests of their consumers, while encouraging innovation. In this example, the following actions are illustrated: • Disparate sources of clinical, laboratory and research data are integrated. Genomics tests, for example, are still focused on traditional genetic conditions versus more common chronic conditions that are seen in the population. However, personalized genomic scans (although they have their critics) are nevertheless available to today’s consumers. The continued role of pharma- cogenomic screening is evident through its association with key drug-metabolizing pathways.

Protocol imple- with signs of infammation discount zithromax 250 mg fast delivery antibiotic resistant bacteria deaths, catheter dysfunction, or indicators mentation associated with education and performance feedback of thrombus formation). Obtaining blood cultures peripherally has been shown to change clinician behavior and is associated and through a vascular access device is an important strategy. If with improved outcomes and cost-effectiveness in severe sepsis the same organism is recovered from both cultures, the likeli- (19, 23, 24, 49). In partnership with the Institute for Healthcare hood that the organism is causing the severe sepsis is enhanced. Analysis of the data from nearly of blood drawn with the culture tube should be ≥ 10 mL (53). We recommend that imaging studies be performed secretions are often recommended for the diagnosis of venti- promptly in attempts to confrm a potential source of infec- lator-associated pneumonia (54), but their diagnostic value tion. Rapid infuenza antigen testing during peri- infection that requires removal of a foreign body or drainage to ods of increased infuenza activity in the community is also maximize the likelihood of a satisfactory response to therapy. A focused history can provide vital informa- Even in the most organized and well-staffed healthcare facili- tion about potential risk factors for infection and likely patho- ties, however, transport of patients can be dangerous, as can gens at specifc tissue sites. The potential role of biomarkers be placing patients in outside-unit imaging devices that are for diagnosis of infection in patients presenting with severe diffcult to access and monitor. Antimicrobial Therapy generalized infammation (eg, postoperative, other forms of 1. The administration of effective intravenous antimicrobials shock) has not been demonstrated. No recommendation can within the frst hour of recognition of septic shock (grade be given for the use of these markers to distinguish between 1B) and severe sepsis without septic shock (grade 1C) severe infection and other acute infammatory states (56–58). Remark: Although the weight In the near future, rapid, non-culture-based diagnostic meth- of the evidence supports prompt administration of antibi- ods (polymerase chain reaction, mass spectroscopy, microar- otics following the recognition of severe sepsis and septic rays) might be helpful for a quicker identifcation of pathogens shock, the feasibility with which clinicians may achieve this and major antimicrobial resistance determinants (59). Establishing vascular access and initiating aggressive fuid resuscitation are the frst priorities when crobial agents have been administered before culture samples managing patients with severe sepsis or septic shock. Clinical experience remains limited, and infusion of antimicrobial agents should also be a priority and more clinical studies are needed before recommending these may require additional vascular access ports (68, 69). In the non-culture molecular methods as a replacement for standard presence of septic shock, each hour delay in achieving admin- blood culture methods (60, 61). We suggest the use of the 1,3 β-d-glucan assay (grade 2B), increase in mortality in a number of studies (15, 68, 70–72). Empiric use of an echinocandin is pre- represent unstudied variables that may impact achieving this ferred in most patients with severe illness, especially in those goal. Future trials should endeavor to provide an evidence base patients who have recently been treated with antifungal agents, in this regard. This should be the target goal when managing or if Candida glabrata infection is suspected from earlier cul- patients with septic shock, whether they are located within the ture data. The agents should guide drug selection until fungal susceptibility strong recommendation for administering antibiotics within 1 test results, if available, are performed. Risk factors for candi- hr of the diagnosis of severe sepsis and septic shock, although demia, such as immunosuppressed or neutropenic state, prior judged to be desirable, is not yet the standard of care as verifed intense antibiotic therapy, or colonization in multiple sites, by published practice data (15). If antimicrobial agents cannot be mixed and delivered promptly Because patients with severe sepsis or septic shock have little from the pharmacy, establishing a supply of premixed antibiotics margin for error in the choice of therapy, the initial selection for such urgent situations is an appropriate strategy for ensuring of antimicrobial therapy should be broad enough to cover all prompt administration. This risk must be taken into consideration prevalence patterns of bacterial pathogens and susceptibility in institutions that rely on premixed solutions for rapid availabil- data. In choosing the antimicrobial regimen, clinicians therapy (ie, therapy with activity against the pathogen that is should be aware that some antimicrobial agents have the advan- subsequently identifed as the causative agent) correlates with tage of bolus administration, while others require a lengthy infu- increased morbidity and mortality in patients with severe sep- sion. Thus, if vascular access is limited and many different agents sis or septic shock (68, 71, 79, 80). We recommend that initial empiric anti-infective therapy severe sepsis or septic shock warrant broad-spectrum therapy include one or more drugs that have activity against all until the causative organism and its antimicrobial susceptibili- likely pathogens (bacterial and/or fungal or viral) and that ties are defned. Although a global restriction of antibiotics is penetrate in adequate concentrations into the tissues pre- an important strategy to reduce the development of antimi- sumed to be the source of sepsis (grade 1B). The choice of empirical antimicrobial therapy ate strategy in the initial therapy for this patient population. Collaboration with antimicro- pital, and that previously have been documented to colonize bial stewardship programs, where they exist, is encouraged to or infect the patient. The most common pathogens that cause ensure appropriate choices and rapid availability of effective septic shock in hospitalized patients are Gram-positive bac- antimicrobials for treating septic patients.

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If survival is the desired out- come trusted zithromax 250mg virus 5 hari, a simple record of the presence or absence of death is the best measure. For measuring the cause of death, the death certificate can also be the instru- ment of choice but has been shown to be inaccurate. When subjective outcomes like pain, anxiety, quality of life, or patient satis- faction are measured, the selection of an instrument becomes more difficult. Some patients will react more strongly and show more emotion than others in response to the same levels of pain. There are standardized pain scores available that have been validated in research trials. A 10-cm line is placed on the paper with one end labeled “no pain at all,” and the other end “worst pain ever. If this exercise is repeated and the patient reports the same level of pain, then the scale is validated. The best outcome measure when using this scale becomes the change in the pain score and not the absolute score. Since pain is quantified differently in differ- ent patients, it is only the difference in scores that is likely to be similar between patients. In fact, when this was studied, it was found that patients would use con- sistently similar differences for the same degree of pain difference. Another type of pain score is the Likert Scale, which is a five- or six-point ordi- nal scale in which each of the points represents a different level of pain. A sample Likert Scale begins with 0 = no pain, continues with 1 = minimal pain, and ends 1 K. The minimum clinically important difference in physician-assigned visual analog pain scores. The reader must be careful when interpreting stud- ies using this type of scoring system. A patient who puts a 3 for their pain is counted very differently from a patient who puts a 4 for the same level of pain. Because of this, Likert scales are very useful for measuring opinions about a given question. For example, when evaluating a course, you are given several graded choices such as strongly agree, agree, neutral, disagree, or strongly disagree. The reader must become familiar with the commonly used survey instruments in their spe- cialty. Commonly used scores in studies of depression are the Beck Depression Inventory or the Hamilton Depression Scale. The reader is respon- sible for understanding the limitations of each of these scores when reviewing the literature. This will require the reader to look further into the use of these tests when first reviewing the medical literature. Be aware that sometimes scores are developed specifically for a study, and in that case, they should be indepen- dently validated before use. A common problem in selecting instruments is the practice of measuring sur- rogate markers. These are markers that may or may not be related to or be pre- dictive of the outcome of interest. Compositeoutcomes are multiple outcomes put together in the hope that the combination will more often achieve statistical significance. This is done when each individual outcome is too infrequent to expect that it will demonstrate statistical significance. Only consider using composite outcomes if all the outcomes are more or less equally important to your patient. Attributes of measurements Measurements should be precise, reliable, accurate, and valid. Precision simply means that the measurement is nearly the same value each time it is measured. Statistically it states that for a precise measurement, there is only a small amount of variation around the true value of the variable being measured. In statistical terminology this is equivalent to a small standard deviation or range around the central value of multiple measurements. For example, if each time a physician takes a blood pressure, the same measurement is obtained, then we can say that the measure- ment is precise.

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