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Question
Anticipating future customer behavior and making individual-level predictions for a firm’s customer base is crucial to any organization that wants to manage its customer portfolio [...].
Answer
proactively

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Anticipating future customer behavior and making individual-level predictions for a firm’s customer base is crucial to any organization that wants to manage its customer portfolio proactively.

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Incubation period − The typical incubation period is one to four days (average two days) [3,4]. The time between onset of illness among household contacts (known as the serial interval) is three to four days [5]
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nical manifestations and diagnosis", section on 'Whom to test'.) CLINICAL MANIFESTATIONS — Both influenza A and B viruses can cause illnesses ranging from mild to severe. Uncomplicated illness ●<span>Incubation period − The typical incubation period is one to four days (average two days) [3,4]. The time between onset of illness among household contacts (known as the serial interval) is three to four days [5]. ●Typical signs and symptoms − Influenza characteristically begins with the abrupt onset of fever, nonproductive cough, and myalgia. Other common symptoms include including malaise, sor




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Typical signs and symptoms − Influenza characteristically begins with the abrupt onset of fever, nonproductive cough, and myalgia. Other common symptoms include including malaise, sore throat, nausea, nasal congestion, and headache [6-9].
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The typical incubation period is one to four days (average two days) [3,4]. The time between onset of illness among household contacts (known as the serial interval) is three to four days [5]. ●<span>Typical signs and symptoms − Influenza characteristically begins with the abrupt onset of fever, nonproductive cough, and myalgia. Other common symptoms include including malaise, sore throat, nausea, nasal congestion, and headache [6-9]. In some cases, the onset of illness is so abrupt that patients can recall the precise time at which symptoms began. Fever usually ranges from 37.8 to 40.0°C (100 to 104°F) but can be as




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In some cases, the onset of illness is so abrupt that patients can recall the precise time at which symptoms began. Fever usually ranges from 37.8 to 40.0°C (100 to 104°F) but can be as high as 41.1°C (106°F) [10,11].
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teristically begins with the abrupt onset of fever, nonproductive cough, and myalgia. Other common symptoms include including malaise, sore throat, nausea, nasal congestion, and headache [6-9]. <span>In some cases, the onset of illness is so abrupt that patients can recall the precise time at which symptoms began. Fever usually ranges from 37.8 to 40.0°C (100 to 104°F) but can be as high as 41.1°C (106°F) [10,11]. Gastrointestinal symptoms such as vomiting and diarrhea are usually not part of influenza in adults but can occur in 10 to 20 percent of children. ●Subtle findings in adults >65 year




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Gastrointestinal symptoms such as vomiting and diarrhea are usually not part of influenza in adults but can occur in 10 to 20 percent of children.
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of illness is so abrupt that patients can recall the precise time at which symptoms began. Fever usually ranges from 37.8 to 40.0°C (100 to 104°F) but can be as high as 41.1°C (106°F) [10,11]. <span>Gastrointestinal symptoms such as vomiting and diarrhea are usually not part of influenza in adults but can occur in 10 to 20 percent of children. ●Subtle findings in adults >65 years and immunosuppressed patients – Patients in these groups may present without fever and with fewer typical symptoms (eg, absence of fever or myalg




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Subtle findings in adults >65 years and immunosuppressed patients – Patients in these groups may present without fever and with fewer typical symptoms (eg, absence of fever or myalgias) than other patients; however, older adults are more likely to have altered mental status [2,11,12].

Typical findings such as sore throat, myalgias, and fever may be absent, and generalized symptoms such as anorexia, malaise, weakness, and dizziness may predominate.

Other less common presentations of influenza include afebrile respiratory illness (similar to the common cold) or illness with systemic signs and symptoms in the absence of respiratory tract involvement.

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but can be as high as 41.1°C (106°F) [10,11]. Gastrointestinal symptoms such as vomiting and diarrhea are usually not part of influenza in adults but can occur in 10 to 20 percent of children. ●<span>Subtle findings in adults >65 years and immunosuppressed patients – Patients in these groups may present without fever and with fewer typical symptoms (eg, absence of fever or myalgias) than other patients; however, older adults are more likely to have altered mental status [2,11,12]. Typical findings such as sore throat, myalgias, and fever may be absent, and generalized symptoms such as anorexia, malaise, weakness, and dizziness may predominate. Other less common presentations of influenza include afebrile respiratory illness (similar to the common cold) or illness with systemic signs and symptoms in the absence of respiratory tract involvement. ●Variability with influenza strain – The spectrum of clinical manifestations and the severity of infection can vary with different influenza strains. As an example, vomiting and diarrhe




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Variability with influenza strain – The spectrum of clinical manifestations and the severity of infection can vary with different influenza strains. As an example, vomiting and diarrhea were common among adults during the H1N1 influenza pandemic (2009 to 2010) [13]. In addition, an unusually high number of cases of parotitis was reported during the 2014 to 2015 influenza season; more than half of patients had positive tests for influenza A H3N2 [14-19].

Among vaccinated individuals, clinical manifestations may be similar but less severe.

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common presentations of influenza include afebrile respiratory illness (similar to the common cold) or illness with systemic signs and symptoms in the absence of respiratory tract involvement. ●<span>Variability with influenza strain – The spectrum of clinical manifestations and the severity of infection can vary with different influenza strains. As an example, vomiting and diarrhea were common among adults during the H1N1 influenza pandemic (2009 to 2010) [13]. In addition, an unusually high number of cases of parotitis was reported during the 2014 to 2015 influenza season; more than half of patients had positive tests for influenza A H3N2 [14-19]. Among vaccinated individuals, clinical manifestations may be similar but less severe. ●Physical findings − Physical findings generally are few. The patient may appear hot and flushed; oropharyngeal abnormalities other than hyperemia are uncommon, even with complaints of




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Physical findings − Physical findings generally are few. The patient may appear hot and flushed; oropharyngeal abnormalities other than hyperemia are uncommon, even with complaints of severe sore throat. Mild cervical lymphadenopathy may be present and is more common in younger patients. Physical examination of the lungs is generally unremarkable.
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2014 to 2015 influenza season; more than half of patients had positive tests for influenza A H3N2 [14-19]. Among vaccinated individuals, clinical manifestations may be similar but less severe. ●<span>Physical findings − Physical findings generally are few. The patient may appear hot and flushed; oropharyngeal abnormalities other than hyperemia are uncommon, even with complaints of severe sore throat. Mild cervical lymphadenopathy may be present and is more common in younger patients. Physical examination of the lungs is generally unremarkable. ●Laboratory findings − Laboratory findings are generally not helpful in making the diagnosis of influenza. Leukocyte counts are normal or low early in the illness but may become elevate




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Laboratory findings − Laboratory findings are generally not helpful in making the diagnosis of influenza. Leukocyte counts are normal or low early in the illness but may become elevated later [11]. White blood cell counts >15,000 cells/microL suggest bacterial superinfection.
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n, even with complaints of severe sore throat. Mild cervical lymphadenopathy may be present and is more common in younger patients. Physical examination of the lungs is generally unremarkable. ●<span>Laboratory findings − Laboratory findings are generally not helpful in making the diagnosis of influenza. Leukocyte counts are normal or low early in the illness but may become elevated later [11]. White blood cell counts >15,000 cells/microL suggest bacterial superinfection. ●Radiographic findings – Chest radiography is normal in patients with uncomplicated influenza. ●Clinical course − Adults with uncomplicated influenza typically have fever and respirator




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Radiographic findings – Chest radiography is normal in patients with uncomplicated influenza.
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osis of influenza. Leukocyte counts are normal or low early in the illness but may become elevated later [11]. White blood cell counts >15,000 cells/microL suggest bacterial superinfection. ●<span>Radiographic findings – Chest radiography is normal in patients with uncomplicated influenza. ●Clinical course − Adults with uncomplicated influenza typically have fever and respiratory symptoms for about three days, after which time most show signs of improvement; complete reco




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Clinical course − Adults with uncomplicated influenza typically have fever and respiratory symptoms for about three days, after which time most show signs of improvement; complete recovery may take 10 to 14 days (longer in adults ≥65 years); however, some patients have persistent symptoms of weakness or fatigue for several weeks [1].
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ted later [11]. White blood cell counts >15,000 cells/microL suggest bacterial superinfection. ●Radiographic findings – Chest radiography is normal in patients with uncomplicated influenza. ●<span>Clinical course − Adults with uncomplicated influenza typically have fever and respiratory symptoms for about three days, after which time most show signs of improvement; complete recovery may take 10 to 14 days (longer in adults ≥65 years); however, some patients have persistent symptoms of weakness or fatigue for several weeks [1]. Complications — Groups at high risk for complications of influenza are summarized in the table (table 1). Influenza can be associated with exacerbation of underlying conditions, includi




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Groups at higher risk for influenza complications
Children <5 years, but especially <2 years*
Adults ≥65 years of age
People who are pregnant or up to 2 weeks postpartum
Residents of nursing homes and long-term care facilities
Non-Hispanic Black persons, Hispanic or Latino persons, and American Indian or Alaska Native persons
People with medical conditions including:
  • Asthma
  • Neurologic and neurodevelopmental conditions (including disorders of the brain, spinal cord, and peripheral nerve and muscle such as cerebral palsy, epilepsy, stroke, intellectual disability, moderate-to-severe developmental delay, muscular dystrophy, and spinal cord injury)
  • Chronic lung disease (eg, chronic obstructive pulmonary disease, cystic fibrosis)
  • Heart disease (eg, congenital heart disease, congestive heart failure, coronary artery disease)
  • Blood disorders (eg, sickle cell disease)
  • Endocrine disorders (eg, diabetes mellitus)
  • Kidney diseases
  • Liver disorders
  • Metabolic disorders (eg, inherited metabolic disorders and mitochondrial disorders)
  • Weakened immune system due to disease (eg, HIV, AIDS, cancer) or medication (eg, chemotherapy or radiation therapy, chronic glucocorticoids)
  • Children <19 years of age who are receiving long-term aspirin therapy
  • People with Class III obesity (body mass index [BMI] ≥40 or ≥140% of the 95th percentile value)

* In young children, rates of hospitalization and mortality are greatest among those <6 months of age.

¶ Possibly related to economic and social conditions (eg, poverty, multigenerational households, limited access or barriers to influenza vaccination).
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ply Cancel Consent Leg.Interest checkbox label label checkbox label label checkbox label label Tout refuser Confirmer la sélection 1 of 5 Export to Powerpoint Print Share Bookmark Rate Feedback <span>Groups at higher risk for influenza complications Children <5 years, but especially <2 years* Adults ≥65 years of age People who are pregnant or up to 2 weeks postpartum Residents of nursing homes and long-term care facilities Non-Hispanic Black persons, Hispanic or Latino persons, and American Indian or Alaska Native persons¶ People with medical conditions including: Asthma Neurologic and neurodevelopmental conditions (including disorders of the brain, spinal cord, and peripheral nerve and muscle such as cerebral palsy, epilepsy, stroke, intellectual disability, moderate-to-severe developmental delay, muscular dystrophy, and spinal cord injury) Chronic lung disease (eg, chronic obstructive pulmonary disease, cystic fibrosis) Heart disease (eg, congenital heart disease, congestive heart failure, coronary artery disease) Blood disorders (eg, sickle cell disease) Endocrine disorders (eg, diabetes mellitus) Kidney diseases Liver disorders Metabolic disorders (eg, inherited metabolic disorders and mitochondrial disorders) Weakened immune system due to disease (eg, HIV, AIDS, cancer) or medication (eg, chemotherapy or radiation therapy, chronic glucocorticoids) Children <19 years of age who are receiving long-term aspirin therapy People with Class III obesity (body mass index [BMI] ≥40 or ≥140% of the 95th percentile value) * In young children, rates of hospitalization and mortality are greatest among those <6 months of age. ¶ Possibly related to economic and social conditions (eg, poverty, multigenerational households, limited access or barriers to influenza vaccination). Adapted from: Influenza: People at higher risk of flu complications. Centers for Disease Control and Prevention. Available at: cdc.gov/flu/highrisk/index.htm (Accessed on August 23, 202




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Pneumonia — Pneumonia is the most common complication of influenza [20]. Forms include secondary bacterial pneumonia, mixed bacterial and viral pneumonia, or primary influenza pneumonia.
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the table (table 1). Influenza can be associated with exacerbation of underlying conditions, including chronic obstructive pulmonary disease, asthma, coronary artery disease, or heart failure. <span>Pneumonia — Pneumonia is the most common complication of influenza [20]. Forms include secondary bacterial pneumonia, mixed bacterial and viral pneumonia, or primary influenza pneumonia. Bacterial pneumonia complicates approximately 0.5 percent of influenza cases in healthy young individuals and at least 2.5 percent of cases in older individuals and those with predispos




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Influenza can be associated with exacerbation of underlying conditions, including chronic obstructive pulmonary disease, asthma, coronary artery disease, or heart failure.
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r, some patients have persistent symptoms of weakness or fatigue for several weeks [1]. Complications — Groups at high risk for complications of influenza are summarized in the table (table 1). <span>Influenza can be associated with exacerbation of underlying conditions, including chronic obstructive pulmonary disease, asthma, coronary artery disease, or heart failure. Pneumonia — Pneumonia is the most common complication of influenza [20]. Forms include secondary bacterial pneumonia, mixed bacterial and viral pneumonia, or primary influenza pneumonia




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Bacterial pneumonia complicates approximately 0.5 percent of influenza cases in healthy young individuals and at least 2.5 percent of cases in older individuals and those with predisposing conditions [ 21].
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ilure. Pneumonia — Pneumonia is the most common complication of influenza [20]. Forms include secondary bacterial pneumonia, mixed bacterial and viral pneumonia, or primary influenza pneumonia. <span>Bacterial pneumonia complicates approximately 0.5 percent of influenza cases in healthy young individuals and at least 2.5 percent of cases in older individuals and those with predisposing conditions [21]. Bacterial pneumonia typically occurs within a few days of influenza onset [22]. ●Clinical presentation – Signs and symptoms suggestive of pneumonia include cough with dyspnea, tachypnea




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Bacterial pneumonia typically occurs within a few days of influenza onset [ 22].
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eumonia complicates approximately 0.5 percent of influenza cases in healthy young individuals and at least 2.5 percent of cases in older individuals and those with predisposing conditions [21]. <span>Bacterial pneumonia typically occurs within a few days of influenza onset [22]. ●Clinical presentation – Signs and symptoms suggestive of pneumonia include cough with dyspnea, tachypnea, hypoxia, and fever. Primary influenza pneumonia should be suspected in patient




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Primary influenza pneumonia should be suspected in patients with persistent symptoms and signs (including high fever and dyspnea) after three to five days of acute influenza.
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umonia typically occurs within a few days of influenza onset [22]. ●Clinical presentation – Signs and symptoms suggestive of pneumonia include cough with dyspnea, tachypnea, hypoxia, and fever. <span>Primary influenza pneumonia should be suspected in patients with persistent symptoms and signs (including high fever and dyspnea) after three to five days of acute influenza. Patients with secondary bacterial pneumonia often demonstrate initial improvement in influenza symptoms and signs (including abatement of fever), followed by relapse of fever as well as




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Patients with secondary bacterial pneumonia often demonstrate initial improvement in influenza symptoms and signs (including abatement of fever), followed by relapse of fever as well as cough productive of purulent sputum.
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ypoxia, and fever. Primary influenza pneumonia should be suspected in patients with persistent symptoms and signs (including high fever and dyspnea) after three to five days of acute influenza. <span>Patients with secondary bacterial pneumonia often demonstrate initial improvement in influenza symptoms and signs (including abatement of fever), followed by relapse of fever as well as cough productive of purulent sputum. Patients with mixed viral and bacterial pneumonia may have either a gradual progression of symptoms or a transient improvement followed by worsening. Chest examination findings may incl




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Patients with mixed viral and bacterial pneumonia may have either a gradual progression of symptoms or a transient improvement followed by worsening.
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rial pneumonia often demonstrate initial improvement in influenza symptoms and signs (including abatement of fever), followed by relapse of fever as well as cough productive of purulent sputum. <span>Patients with mixed viral and bacterial pneumonia may have either a gradual progression of symptoms or a transient improvement followed by worsening. Chest examination findings may include auditory crackles or decreased breath sounds. ●Radiographic imaging – Radiographic manifestations of primary influenza pneumonia include bilateral




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Radiographic manifestations of primary influenza pneumonia include bilateral reticular or reticulonodular opacities, with or without superimposed consolidation (image 1) [23]. Less common manifestations include focal areas of consolidation, particularly in the lower lobes, without reticular or reticulonodular opacities. High-resolution computed tomography may demonstrate multifocal peribronchovascular or subpleural consolidation and/or ground glass opacities (image 2 and image 3) [23,24].
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a gradual progression of symptoms or a transient improvement followed by worsening. Chest examination findings may include auditory crackles or decreased breath sounds. ●Radiographic imaging – <span>Radiographic manifestations of primary influenza pneumonia include bilateral reticular or reticulonodular opacities, with or without superimposed consolidation (image 1) [23]. Less common manifestations include focal areas of consolidation, particularly in the lower lobes, without reticular or reticulonodular opacities. High-resolution computed tomography may demonstrate multifocal peribronchovascular or subpleural consolidation and/or ground glass opacities (image 2 and image 3) [23,24]. Radiographic findings of bacterial pneumonia are described separately. (See "Clinical evaluation and diagnostic testing for community-acquired pneumonia in adults", section on 'Chest im




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The organisms most commonly implicated in secondary bacterial pneumonia among patients with influenza are Streptococcus pneumoniae, Staphylococcus aureus (both methicillin sensitive and methicillin resistant), and group A Streptococcus [25]. Less common coinfecting bacteria include Pseudomonas aeruginosa, Haemophilus influenzae, Klebsiella pneumoniae, Moraxella catarrhalis, and Escherichia coli.
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bacterial pneumonia are described separately. (See "Clinical evaluation and diagnostic testing for community-acquired pneumonia in adults", section on 'Chest imaging findings'.) ●Microbiology – <span>The organisms most commonly implicated in secondary bacterial pneumonia among patients with influenza are Streptococcus pneumoniae, Staphylococcus aureus (both methicillin sensitive and methicillin resistant), and group A Streptococcus [25]. Less common coinfecting bacteria include Pseudomonas aeruginosa, Haemophilus influenzae, Klebsiella pneumoniae, Moraxella catarrhalis, and Escherichia coli. The approach to evaluation of patients with influenza and suspected pneumonia is described below. (See 'Additional diagnostic evaluation' below.) Cardiac complications — Influenza infec




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Influenza infection has been associated with cardiac complications including myocardial infarction (MI), heart failure, myositis, myocarditis, and pericarditis
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, and Escherichia coli. The approach to evaluation of patients with influenza and suspected pneumonia is described below. (See 'Additional diagnostic evaluation' below.) Cardiac complications — <span>Influenza infection has been associated with cardiac complications including myocardial infarction (MI), heart failure, myositis, myocarditis, and pericarditis: ●Transient electrocardiographic (ECG) changes – ECG changes are frequently observed in patients with influenza; such findings are usually attributable to underlying cardiac disease rat




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ECG changes are frequently observed in patients with influenza; such findings are usually attributable to underlying cardiac disease rather than viral infection. However, transient ECG changes have also been observed in patients with acute influenza in the absence of pre-existing cardiovascular disease [26]
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tion has been associated with cardiac complications including myocardial infarction (MI), heart failure, myositis, myocarditis, and pericarditis: ●Transient electrocardiographic (ECG) changes – <span>ECG changes are frequently observed in patients with influenza; such findings are usually attributable to underlying cardiac disease rather than viral infection. However, transient ECG changes have also been observed in patients with acute influenza in the absence of pre-existing cardiovascular disease [26]. ●Acute myocardial infarction (MI) – Several studies have shown an association between influenza and acute MI [27-30]: •In a cross-sectional study including more than 80,000 adults with




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In a cross-sectional study including more than 80,000 adults with influenza, nearly 12 percent had an acute cardiovascular event; the most common events were acute heart failure (aHF) and acute ischemic heart disease (aIHD) [27]. Factors associated with increased risk for these events included older age, tobacco use, underlying cardiovascular disease, diabetes, and renal disease.
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cute influenza in the absence of pre-existing cardiovascular disease [26]. ●Acute myocardial infarction (MI) – Several studies have shown an association between influenza and acute MI [27-30]: •<span>In a cross-sectional study including more than 80,000 adults with influenza, nearly 12 percent had an acute cardiovascular event; the most common events were acute heart failure (aHF) and acute ischemic heart disease (aIHD) [27]. Factors associated with increased risk for these events included older age, tobacco use, underlying cardiovascular disease, diabetes, and renal disease. Among study patients hospitalized with influenza, those who were vaccinated were significantly less likely to develop aHF (risk ratio 0.86, 95% CI 0.80-0.92) and aIHD (risk ratio 0.80,




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Acute myocardial infarction (MI) – Several studies have shown an association between influenza and acute MI [27-30]:
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cardiac disease rather than viral infection. However, transient ECG changes have also been observed in patients with acute influenza in the absence of pre-existing cardiovascular disease [26]. ●<span>Acute myocardial infarction (MI) – Several studies have shown an association between influenza and acute MI [27-30]: •In a cross-sectional study including more than 80,000 adults with influenza, nearly 12 percent had an acute cardiovascular event; the most common events were acute heart failure (aHF)




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Among study patients hospitalized with influenza, those who were vaccinated were significantly less likely to develop aHF (risk ratio 0.86, 95% CI 0.80-0.92) and aIHD (risk ratio 0.80, 95% CI 0.74-0.87) than those who were unvaccinated
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cute ischemic heart disease (aIHD) [27]. Factors associated with increased risk for these events included older age, tobacco use, underlying cardiovascular disease, diabetes, and renal disease. <span>Among study patients hospitalized with influenza, those who were vaccinated were significantly less likely to develop aHF (risk ratio 0.86, 95% CI 0.80-0.92) and aIHD (risk ratio 0.80, 95% CI 0.74-0.87) than those who were unvaccinated. While the study was not designed to assess the effectiveness of influenza vaccination for preventing influenza or associated complications, these findings emphasize the importance of i




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In another study including 364 hospitalizations for acute MI within one year before and one year after a positive test result for influenza, 20 occurred during the ‘risk interval’ (first seven days after respiratory specimen collection) and 344 occurred during the "control interval" (one year before and one year after the risk interval) [28]. The incidence ratio of an admission for acute MI during the risk interval (compared with the control interval) was 6.05 (95% CI 3.86-9.50). No increased incidence was observed after day 7. Incidence ratios for acute MI within seven days after detection of influenza B, influenza A, respiratory syncytial virus, and other viruses were 10.11, 5.17, 3.51, and 2.77, respectively.
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enza vaccination for preventing influenza or associated complications, these findings emphasize the importance of influenza vaccination as secondary prevention for acute cardiovascular events. •<span>In another study including 364 hospitalizations for acute MI within one year before and one year after a positive test result for influenza, 20 occurred during the ‘risk interval’ (first seven days after respiratory specimen collection) and 344 occurred during the "control interval" (one year before and one year after the risk interval) [28]. The incidence ratio of an admission for acute MI during the risk interval (compared with the control interval) was 6.05 (95% CI 3.86-9.50). No increased incidence was observed after day 7. Incidence ratios for acute MI within seven days after detection of influenza B, influenza A, respiratory syncytial virus, and other viruses were 10.11, 5.17, 3.51, and 2.77, respectively. ●Myocarditis and pericarditis – Myocarditis and pericarditis are rare complications of influenza [29,30]. In one study of fatal cases of influenza B infection, myocardial injury was obs




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Myocarditis and pericarditis are rare complications of influenza [29,30]. In one study of fatal cases of influenza B infection, myocardial injury was observed in 20 of 29 patients (69 percent) with cardiac specimens available for histology; 10 of these had unequivocal myocarditis [31]. No viral antigens were detected immunohistochemistry, suggesting that myocardial injury is not a direct effect of the virus
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MI within seven days after detection of influenza B, influenza A, respiratory syncytial virus, and other viruses were 10.11, 5.17, 3.51, and 2.77, respectively. ●Myocarditis and pericarditis – <span>Myocarditis and pericarditis are rare complications of influenza [29,30]. In one study of fatal cases of influenza B infection, myocardial injury was observed in 20 of 29 patients (69 percent) with cardiac specimens available for histology; 10 of these had unequivocal myocarditis [31]. No viral antigens were detected immunohistochemistry, suggesting that myocardial injury is not a direct effect of the virus. Central nervous system involvement — Influenza has been associated with a broad range of neurologic complications; these include seizures, encephalopathy, encephalitis, cerebrovascular




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Influenza has been associated with a broad range of neurologic complications; these include seizures, encephalopathy, encephalitis, cerebrovascular accident, acute disseminated encephalomyelitis, and Guillain-Barré syndrome (GBS) [32-36].
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d unequivocal myocarditis [31]. No viral antigens were detected immunohistochemistry, suggesting that myocardial injury is not a direct effect of the virus. Central nervous system involvement — <span>Influenza has been associated with a broad range of neurologic complications; these include seizures, encephalopathy, encephalitis, cerebrovascular accident, acute disseminated encephalomyelitis, and Guillain-Barré syndrome (GBS) [32-36]. In a case-control study including of GBS cases recorded in the United Kingdom General Practice Research Database between 1990 and 2005, the relative incidence of GBS within 90 days of a




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In a case-control study including of GBS cases recorded in the United Kingdom General Practice Research Database between 1990 and 2005, the relative incidence of GBS within 90 days of an influenza-like illness was 7.35 (95% CI 4.36-12.38); the greatest relative incidence was within 30 days (16.64, 95% CI 9.37-29.54) [37]. In contrast, no evidence of an increased risk for GBS within 90 days after seasonal influenza vaccine was observed (relative incidence 0.76, 95% CI 0.41-1.40).
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nge of neurologic complications; these include seizures, encephalopathy, encephalitis, cerebrovascular accident, acute disseminated encephalomyelitis, and Guillain-Barré syndrome (GBS) [32-36]. <span>In a case-control study including of GBS cases recorded in the United Kingdom General Practice Research Database between 1990 and 2005, the relative incidence of GBS within 90 days of an influenza-like illness was 7.35 (95% CI 4.36-12.38); the greatest relative incidence was within 30 days (16.64, 95% CI 9.37-29.54) [37]. In contrast, no evidence of an increased risk for GBS within 90 days after seasonal influenza vaccine was observed (relative incidence 0.76, 95% CI 0.41-1.40). The pathogenesis of the central nervous system involvement associated with influenza remains poorly understood. (See "Guillain-Barré syndrome in adults: Pathogenesis, clinical features,




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Musculoskeletal complications of influenza include severe myositis and rhabdomyolysis; these occur more frequently in children than adults [38]. While myalgias are a prominent feature of influenza, true myositis is less common.

The hallmark of acute myositis is extreme muscle tenderness, most commonly involving the lower extremities. In severe cases, muscle swelling and bogginess may be observed.

Laboratory findings may include elevated serum creatine phosphokinase; myoglobinuria with associated renal failure has also been described [39,40]. (See "Rhabdomyolysis: Clinical manifestations and diagnosis".)

The pathogenesis of the myositis is not well understood; isolation of influenza virus from muscle has been described [41]. (See "Overview of viral myositis".)

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ciated with influenza remains poorly understood. (See "Guillain-Barré syndrome in adults: Pathogenesis, clinical features, and diagnosis", section on 'Infection'.) Myositis and rhabdomyolysis — <span>Musculoskeletal complications of influenza include severe myositis and rhabdomyolysis; these occur more frequently in children than adults [38]. While myalgias are a prominent feature of influenza, true myositis is less common. The hallmark of acute myositis is extreme muscle tenderness, most commonly involving the lower extremities. In severe cases, muscle swelling and bogginess may be observed. Laboratory findings may include elevated serum creatine phosphokinase; myoglobinuria with associated renal failure has also been described [39,40]. (See "Rhabdomyolysis: Clinical manifestations and diagnosis".) The pathogenesis of the myositis is not well understood; isolation of influenza virus from muscle has been described [41]. (See "Overview of viral myositis".) Multisystem organ failure — Critically ill patients may present with multiorgan failure, shock, and sepsis. Respiratory failure, acute respiratory distress syndrome, and refractory hypo




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Critically ill patients may present with multiorgan failure, shock, and sepsis. Respiratory failure, acute respiratory distress syndrome, and refractory hypoxemia may occur, as well as acute kidney injury and renal failure [1]. Levels of hepatic aminotransferases may be elevated but liver failure is rare.
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sis".) The pathogenesis of the myositis is not well understood; isolation of influenza virus from muscle has been described [41]. (See "Overview of viral myositis".) Multisystem organ failure — <span>Critically ill patients may present with multiorgan failure, shock, and sepsis. Respiratory failure, acute respiratory distress syndrome, and refractory hypoxemia may occur, as well as acute kidney injury and renal failure [1]. Levels of hepatic aminotransferases may be elevated but liver failure is rare. Concomitant infection — Forms of concomitant infection among patients with influenza include pneumonia, bacteremia, meningitis, and aspergillosis. Evaluation for concomitant infection i




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Forms of concomitant infection among patients with influenza include pneumonia, bacteremia, meningitis, and aspergillosis. Evaluation for concomitant infection is warranted for patients with influenza who remain febrile for more than three to five days, develop fever after defervescence, or demonstrate worsening symptoms
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and refractory hypoxemia may occur, as well as acute kidney injury and renal failure [1]. Levels of hepatic aminotransferases may be elevated but liver failure is rare. Concomitant infection — <span>Forms of concomitant infection among patients with influenza include pneumonia, bacteremia, meningitis, and aspergillosis. Evaluation for concomitant infection is warranted for patients with influenza who remain febrile for more than three to five days, develop fever after defervescence, or demonstrate worsening symptoms. ●Issues related to pneumonia are discussed above. (See 'Pneumonia' above.) ●Bacteremia and toxic shock syndrome associated with S. aureus or S. pyogenes infection in the setting of inf




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Bacteremia and toxic shock syndrome associated with S. aureus or S. pyogenes infection in the setting of influenza has been described [42].
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emain febrile for more than three to five days, develop fever after defervescence, or demonstrate worsening symptoms. ●Issues related to pneumonia are discussed above. (See 'Pneumonia' above.) ●<span>Bacteremia and toxic shock syndrome associated with S. aureus or S. pyogenes infection in the setting of influenza has been described [42]. (See "Staphylococcal toxic shock syndrome" and "Invasive group A streptococcal infection and toxic shock syndrome: Epidemiology, clinical manifestations, and diagnosis".) ●An associatio




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An association between meningococcal meningitis and influenza has been described [43].
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been described [42]. (See "Staphylococcal toxic shock syndrome" and "Invasive group A streptococcal infection and toxic shock syndrome: Epidemiology, clinical manifestations, and diagnosis".) ●<span>An association between meningococcal meningitis and influenza has been described [43]. (See "Clinical manifestations of meningococcal infection" and "Diagnosis of meningococcal infection".) ●Invasive pulmonary aspergillosis among patients with influenza admitted to the in




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Invasive pulmonary aspergillosis among patients with influenza admitted to the intensive care unit has been reported [44,45]
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) ●An association between meningococcal meningitis and influenza has been described [43]. (See "Clinical manifestations of meningococcal infection" and "Diagnosis of meningococcal infection".) ●<span>Invasive pulmonary aspergillosis among patients with influenza admitted to the intensive care unit has been reported [44,45]. (See "Epidemiology and clinical manifestations of invasive aspergillosis" and "Diagnosis of invasive aspergillosis" and "Treatment and prevention of invasive aspergillosis".) Other com




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The Infectious Diseases Society of America (IDSA) published updated guidelines on the diagnosis and management of influenza in 2018 [2].
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eactive airway disease [2]. Influenza can also exacerbate underlying conditions, including chronic obstructive pulmonary disease, asthma, coronary artery disease, and heart failure. DIAGNOSIS — <span>The Infectious Diseases Society of America (IDSA) published updated guidelines on the diagnosis and management of influenza in 2018 [2]. The United States Centers for Disease Control and Prevention (CDC) has also published guidance documents on the diagnosis of influenza [46-48]. Our recommendations are generally in keep




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Our recommendations are generally in keeping with those of the IDSA and CDC.
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iagnosis and management of influenza in 2018 [2]. The United States Centers for Disease Control and Prevention (CDC) has also published guidance documents on the diagnosis of influenza [46-48]. <span>Our recommendations are generally in keeping with those of the IDSA and CDC. Diagnosis of influenza Clinical approach — − The diagnosis of influenza should be suspected in patients with abrupt onset of fever, cough, and myalgia when influenza virus is circulatin




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The diagnosis of influenza should be suspected in patients with abrupt onset of fever, cough, and myalgia when influenza virus is circulating. Other symptoms, such as malaise, sore throat, nausea, nasal congestion, and headache, are common in the setting of influenza as well as some other viral illnesses.
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lso published guidance documents on the diagnosis of influenza [46-48]. Our recommendations are generally in keeping with those of the IDSA and CDC. Diagnosis of influenza Clinical approach — − <span>The diagnosis of influenza should be suspected in patients with abrupt onset of fever, cough, and myalgia when influenza virus is circulating. Other symptoms, such as malaise, sore throat, nausea, nasal congestion, and headache, are common in the setting of influenza as well as some other viral illnesses. Among adults ≥65 years and immunocompromised patients, influenza should also be suspected during an influenza outbreak in the setting of atypical systemic symptoms, with or without feve




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Among adults ≥65 years and immunocompromised patients, influenza should also be suspected during an influenza outbreak in the setting of atypical systemic symptoms, with or without fever.
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fluenza virus is circulating. Other symptoms, such as malaise, sore throat, nausea, nasal congestion, and headache, are common in the setting of influenza as well as some other viral illnesses. <span>Among adults ≥65 years and immunocompromised patients, influenza should also be suspected during an influenza outbreak in the setting of atypical systemic symptoms, with or without fever. Among adults <65 years with acute febrile respiratory illness who are not at high risk for influenza complications (table 1), do not require hospital admission, and have undergone di




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Among adults <65 years with acute febrile respiratory illness who are not at high risk for influenza complications (table 1), do not require hospital admission, and have undergone diagnostic evaluation for coronavirus disease 2019 (COVID-19), a clinical diagnosis of influenza may be made during influenza season based on clinical manifestations; in such cases, influenza testing is not required to confirm a clinical diagnosis [49,50].
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sses. Among adults ≥65 years and immunocompromised patients, influenza should also be suspected during an influenza outbreak in the setting of atypical systemic symptoms, with or without fever. <span>Among adults <65 years with acute febrile respiratory illness who are not at high risk for influenza complications (table 1), do not require hospital admission, and have undergone diagnostic evaluation for coronavirus disease 2019 (COVID-19), a clinical diagnosis of influenza may be made during influenza season based on clinical manifestations; in such cases, influenza testing is not required to confirm a clinical diagnosis [49,50]. For sporadic cases of influenza-like illness, there is more urgency to establish a definitive diagnosis, especially with the emergence of novel viral pathogens such as severe acute resp




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Detection of influenza virus can reduce unnecessary testing for other etiologies, reduce inappropriate antibiotic use, improve the effectiveness of infection prevention and control measures, and increase the appropriate use of antiviral medications [2].
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such as interventions for outbreak management) [2]. (See "Seasonal influenza in nonpregnant adults: Treatment" and "Seasonal influenza in adults: Role of antiviral prophylaxis for prevention".) <span>Detection of influenza virus can reduce unnecessary testing for other etiologies, reduce inappropriate antibiotic use, improve the effectiveness of infection prevention and control measures, and increase the appropriate use of antiviral medications [2]. However, test results should not delay initiation of empirical antiviral treatment or implementation of infection prevention measures. The decision of whether to test should not be infl




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When influenza virus is circulating – During influenza season, individuals who warrant testing include [2]:

• Patients who are immunocompromised or at high risk for complications (table 1) presenting with influenza-like illness, pneumonia, or nonspecific respiratory illness (eg, cough without fever)

• Patients with acute respiratory symptoms (with or without fever), and either exacerbation of a chronic medical condition (such as asthma, chronic obstructive pulmonary disease, or heart failure) or an influenza complication (such as pneumonia)

• Hospitalized patients with either acute respiratory symptoms (with or without fever) or exacerbation of a chronic medical condition (such as asthma, chronic obstructive pulmonary disease, or heart failure)

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vention measures. The decision of whether to test should not be influenced by influenza vaccination status; the influenza vaccine affords variable protection against influenza virus infection. ●<span>When influenza virus is circulating – During influenza season, individuals who warrant testing include [2]: •Patients who are immunocompromised or at high risk for complications (table 1) presenting with influenza-like illness, pneumonia, or nonspecific respiratory illness (eg, cough without fever) •Patients with acute respiratory symptoms (with or without fever), and either exacerbation of a chronic medical condition (such as asthma, chronic obstructive pulmonary disease, or heart failure) or an influenza complication (such as pneumonia) •Hospitalized patients with either acute respiratory symptoms (with or without fever) or exacerbation of a chronic medical condition (such as asthma, chronic obstructive pulmonary disease, or heart failure) ●When influenza virus is not circulating − When influenza virus is not circulating, testing for the groups outlined above warrants consideration in the setting of relevant epidemiologic




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When influenza virus is not circulating − When influenza virus is not circulating, testing for the groups outlined above warrants consideration in the setting of relevant epidemiologic exposure (eg, exposure to a person diagnosed with influenza, an influenza outbreak, an outbreak of respiratory illness of uncertain cause, or recent travel in an area with known influenza activity).
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patients with either acute respiratory symptoms (with or without fever) or exacerbation of a chronic medical condition (such as asthma, chronic obstructive pulmonary disease, or heart failure) ●<span>When influenza virus is not circulating − When influenza virus is not circulating, testing for the groups outlined above warrants consideration in the setting of relevant epidemiologic exposure (eg, exposure to a person diagnosed with influenza, an influenza outbreak, an outbreak of respiratory illness of uncertain cause, or recent travel in an area with known influenza activity). Choice of assay — Several assays are available for diagnosis of seasonal influenza; rapid tools include molecular assays and antigen detection assays (table 2) [2,46-48]. ●Molecular ass




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Negative antigen test results should be interpreted with caution; false-negative results are common [47]. For this reason, antigen detection assays should not be used in hospitalized patients unless molecular assays are unavailable [2]. In addition, antiviral therapy should not be discontinued based on negative antigen test results.
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native diagnostic test for influenza is an antigen detection assay, which includes rapid tests and immunofluorescence assays. These assays have low to moderate sensitivity but high specificity. <span>Negative antigen test results should be interpreted with caution; false-negative results are common [47]. For this reason, antigen detection assays should not be used in hospitalized patients unless molecular assays are unavailable [2]. In addition, antiviral therapy should not be discontinued based on negative antigen test results. Follow-up testing with a molecular assay is warranted in the following circumstances [2,47,48]: •Patients with a negative antigen test in the setting of high community influenza activit




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Follow-up testing with a molecular assay is warranted in the following circumstances [2,47,48]:

• Patients with a negative antigen test in the setting of high community influenza activity and clinical indication for laboratory confirmation of infection. (See 'Whom to test' above.)

• Patients with a positive antigen test in the setting of low community influenza activity, given the possibility of a false-positive result.

• Patients with recent exposure to pigs or poultry, in the setting of concern for infection with a novel influenza A virus.

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assays should not be used in hospitalized patients unless molecular assays are unavailable [2]. In addition, antiviral therapy should not be discontinued based on negative antigen test results. <span>Follow-up testing with a molecular assay is warranted in the following circumstances [2,47,48]: •Patients with a negative antigen test in the setting of high community influenza activity and clinical indication for laboratory confirmation of infection. (See 'Whom to test' above.) •Patients with a positive antigen test in the setting of low community influenza activity, given the possibility of a false-positive result. •Patients with recent exposure to pigs or poultry, in the setting of concern for infection with a novel influenza A virus. ●Viral culture − Viral culture is a tool for public health surveillance but does not yield timely results for clinical management. ●Serologic testing − There is no role for routine sero




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Molecular assays − The preferred tool for diagnosis of influenza is a molecular assay (nucleic acid amplification test), given its high sensitivity and specificity.
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influenza activity). Choice of assay — Several assays are available for diagnosis of seasonal influenza; rapid tools include molecular assays and antigen detection assays (table 2) [2,46-48]. ●<span>Molecular assays − The preferred tool for diagnosis of influenza is a molecular assay (nucleic acid amplification test), given its high sensitivity and specificity. Conventional reverse transcription polymerase chain reaction (RT-PCR) assays (turnaround time one to eight hours) are preferred, if available; these are the most sensitive and specific




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Specimen collection — Specimens should be obtained as soon after illness onset as possible, preferably within four days of symptom onset [2].
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illance but does not yield timely results for clinical management. ●Serologic testing − There is no role for routine serologic testing given the need for acute and convalescent serum specimens. <span>Specimen collection — Specimens should be obtained as soon after illness onset as possible, preferably within four days of symptom onset [2]. Nasopharyngeal specimens are preferred over other specimens to optimize virus detection. A video demonstrating the proper technique for nasopharyngeal specimen collection can be found a




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Nasopharyngeal specimens are preferred over other specimens to optimize virus detection. A video demonstrating the proper technique for nasopharyngeal specimen collection can be found at the New England Journal of Medicine website.
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he need for acute and convalescent serum specimens. Specimen collection — Specimens should be obtained as soon after illness onset as possible, preferably within four days of symptom onset [2]. <span>Nasopharyngeal specimens are preferred over other specimens to optimize virus detection. A video demonstrating the proper technique for nasopharyngeal specimen collection can be found at the New England Journal of Medicine website. If nasopharyngeal specimens are not available, nasal and throat swab specimens should be collected and combined for testing. If it is possible to obtain only one specimen, nasal swab is




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If nasopharyngeal specimens are not available, nasal and throat swab specimens should be collected and combined for testing. If it is possible to obtain only one specimen, nasal swab is preferred.
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over other specimens to optimize virus detection. A video demonstrating the proper technique for nasopharyngeal specimen collection can be found at the New England Journal of Medicine website. <span>If nasopharyngeal specimens are not available, nasal and throat swab specimens should be collected and combined for testing. If it is possible to obtain only one specimen, nasal swab is preferred. Flocked swabs (with fibers projecting outward) should be used rather than nonflocked swabs, to increase diagnostic yield [51]. Swabs should be immersed in antibiotic-containing transpor




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Flocked swabs (with fibers projecting outward) should be used rather than nonflocked swabs, to increase diagnostic yield [51]. Swabs should be immersed in antibiotic-containing transport fluid immediately after collection.
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nasopharyngeal specimens are not available, nasal and throat swab specimens should be collected and combined for testing. If it is possible to obtain only one specimen, nasal swab is preferred. <span>Flocked swabs (with fibers projecting outward) should be used rather than nonflocked swabs, to increase diagnostic yield [51]. Swabs should be immersed in antibiotic-containing transport fluid immediately after collection. For ventilated patients with negative test results from upper respiratory tract specimens, endotracheal aspirate or bronchoalveolar lavage fluid specimens should be obtained for testing




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For ventilated patients with negative test results from upper respiratory tract specimens, endotracheal aspirate or bronchoalveolar lavage fluid specimens should be obtained for testing. Influenza virus replication in the lower respiratory tract may be greater and more prolonged than in the upper respiratory tract.
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ojecting outward) should be used rather than nonflocked swabs, to increase diagnostic yield [51]. Swabs should be immersed in antibiotic-containing transport fluid immediately after collection. <span>For ventilated patients with negative test results from upper respiratory tract specimens, endotracheal aspirate or bronchoalveolar lavage fluid specimens should be obtained for testing. Influenza virus replication in the lower respiratory tract may be greater and more prolonged than in the upper respiratory tract. Respiratory specimens for influenza virus testing should be transported on ice and then refrigerated. There is no role for testing from nonrespiratory sites such as serum, urine, stool,




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Respiratory specimens for influenza virus testing should be transported on ice and then refrigerated.

There is no role for testing from nonrespiratory sites such as serum, urine, stool, or cerebrospinal fluid.

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alveolar lavage fluid specimens should be obtained for testing. Influenza virus replication in the lower respiratory tract may be greater and more prolonged than in the upper respiratory tract. <span>Respiratory specimens for influenza virus testing should be transported on ice and then refrigerated. There is no role for testing from nonrespiratory sites such as serum, urine, stool, or cerebrospinal fluid. Influenza A subtyping for hospitalized patients — In the context of the avian influenza A(H5) virus animal outbreak in the United States, the Centers for Disease Control and Prevention




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Hospitalized patients with suspected seasonal influenza or novel influenza A virus infection should be tested using whatever diagnostic test is most readily available for initial diagnosis. If the initial diagnostic test does not identify A(H1) or A(H3), an influenza A subtyping diagnostic test should be ordered promptly.
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ease Control and Prevention (CDC) issued guidance in January 2025 recommending that all influenza A virus-positive specimens from hospitalized patients be subtyped on an accelerated basis [52]. <span>Hospitalized patients with suspected seasonal influenza or novel influenza A virus infection should be tested using whatever diagnostic test is most readily available for initial diagnosis. If the initial diagnostic test does not identify A(H1) or A(H3), an influenza A subtyping diagnostic test should be ordered promptly. Subtyping tests should be performed in the hospital clinical laboratory, if available. Alternatively, specimens should be sent to a commercial clinical laboratory. If influenza A virus




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Antiviral resistance — Evaluation for antiviral resistance should be pursued for patients in the following circumstances [2]:

● Patients who develop influenza infection while receiving or immediately following receipt of postexposure prophylaxis with a neuraminidase inhibitor or baloxavir.

● Immunocompromised patients and patients with severe influenza who remain ill despite treatment with a neuraminidase inhibitor or baloxavir, with evidence of persistent influenza virus replication (demonstrated by persistently positive RT-PCR or viral culture results after 7 to 10 days of antiviral therapy).

● Patients with persistent symptoms of influenza who were treated with subtherapeutic dosing of a neuraminidase inhibitor or baloxavir.

In such cases, a respiratory sample should be sent to the state or regional laboratory for resistance testing, where phenotypic and/or genotypic assays are performed.

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es, influenza A virus-positive specimens should be subtyped at the nearest public health laboratory. Additional guidance can be obtained from the CDC Emergency Operations Center (770-488-7100). <span>Antiviral resistance — Evaluation for antiviral resistance should be pursued for patients in the following circumstances [2]: ●Patients who develop influenza infection while receiving or immediately following receipt of postexposure prophylaxis with a neuraminidase inhibitor or baloxavir. ●Immunocompromised patients and patients with severe influenza who remain ill despite treatment with a neuraminidase inhibitor or baloxavir, with evidence of persistent influenza virus replication (demonstrated by persistently positive RT-PCR or viral culture results after 7 to 10 days of antiviral therapy). ●Patients with persistent symptoms of influenza who were treated with subtherapeutic dosing of a neuraminidase inhibitor or baloxavir. In such cases, a respiratory sample should be sent to the state or regional laboratory for resistance testing, where phenotypic and/or genotypic assays are performed. Issues related to antiviral drug resistance are discussed further separately. (See "Antiviral drugs for influenza: Pharmacology and resistance".) Additional diagnostic evaluation — Furt




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Additional diagnostic evaluation — Further diagnostic evaluation is warranted in patients with influenza and:

● Signs and symptoms suggestive of pneumonia (cough with dyspnea, tachypnea, hypoxia, and fever)

● Abnormalities on lung auscultation

● Persistent fever for >3 to 5 days

● Development of fever after initial defervescence

● Worsening symptoms

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enotypic and/or genotypic assays are performed. Issues related to antiviral drug resistance are discussed further separately. (See "Antiviral drugs for influenza: Pharmacology and resistance".) <span>Additional diagnostic evaluation — Further diagnostic evaluation is warranted in patients with influenza and: ●Signs and symptoms suggestive of pneumonia (cough with dyspnea, tachypnea, hypoxia, and fever) ●Abnormalities on lung auscultation ●Persistent fever for >3 to 5 days ●Development of fever after initial defervescence ●Worsening symptoms In such patients, we obtain chest radiography, COVID-19 testing, sputum Gram stain and culture, blood cultures (ideally before administration of antibiotics), nasal methicillin-resistan




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Novel influenza A viruses warrant consideration in the setting of exposure to infected birds, animals, or animal material, or to an ill person with novel influenza A virus infection.
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influenza frequently overlap with those of other respiratory viral infections and may be clinically indistinguishable in the absence of diagnostic testing. •Novel influenza A virus infection − <span>Novel influenza A viruses warrant consideration in the setting of exposure to infected birds, animals, or animal material, or to an ill person with novel influenza A virus infection. They also warrant consideration in the setting of travel to regions with local transmission of such viruses (for example, H7N9 transmission has been associated with travel to China; H5N




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Novel influenza A virus infection cannot be distinguished from seasonal influenza A virus infection by clinical findings or commercially available tests; it must be diagnosed by specific influenza A molecular assays at public health laboratories.
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cal manifestations has been described, including asymptomatic infection, conjunctivitis, upper respiratory tract illness, pneumonia, encephalopathy, encephalitis, and multisystem organ failure. <span>Novel influenza A virus infection cannot be distinguished from seasonal influenza A virus infection by clinical findings or commercially available tests; it must be diagnosed by specific influenza A molecular assays at public health laboratories. •Severe acute respiratory syndrome coronavirus 2/COVID-19 – It can be difficult to distinguish between influenza and COVID-19 based on clinical manifestations alone [53,54]. Fatigue, he




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Fatigue, headache, diarrhea, olfactory disorders (such as anosmia or hyposmia), and taste disorders (such as ageusia or hypogeusia) are more common with COVID-19 than with influenza [55]
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ealth laboratories. •Severe acute respiratory syndrome coronavirus 2/COVID-19 – It can be difficult to distinguish between influenza and COVID-19 based on clinical manifestations alone [53,54]. <span>Fatigue, headache, diarrhea, olfactory disorders (such as anosmia or hyposmia), and taste disorders (such as ageusia or hypogeusia) are more common with COVID-19 than with influenza [55]. The diagnosis of COVID-19 is established via nucleic acid amplification testing or antigen testing. A positive test result for either influenza or COVID-19 does not rule out coinfectio




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A positive test result for either influenza or COVID-19 does not rule out coinfection when both viruses are circulating.
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rders (such as ageusia or hypogeusia) are more common with COVID-19 than with influenza [55]. The diagnosis of COVID-19 is established via nucleic acid amplification testing or antigen testing. <span>A positive test result for either influenza or COVID-19 does not rule out coinfection when both viruses are circulating. (See "COVID-19: Clinical features" and "COVID-19: Diagnosis".) •Respiratory syncytial virus (RSV) – RSV causes seasonal outbreaks of respiratory tract illness throughout the world, usua




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The common cold can be caused by several different viruses, including rhinoviruses, parainfluenza, and common cold coronaviruses. In general, compared with influenza, cold symptoms are usually milder, nasal congestion is more common, and colds rarely result in serious health problems or complications.
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The diagnosis is established via a polymerase chain reaction-based assay. (See "Respiratory syncytial virus infection: Clinical features and diagnosis in infants and children".) •Common cold − <span>The common cold can be caused by several different viruses, including rhinoviruses, parainfluenza, and common cold coronaviruses. In general, compared with influenza, cold symptoms are usually milder, nasal congestion is more common, and colds rarely result in serious health problems or complications. The diagnosis is based on clinical manifestations. (See "The common cold in adults: Diagnosis and clinical features" and "Epidemiology, clinical manifestations, and pathogenesis of rhin




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In studies limited to patients aged 60 years or older, the combination of fever, cough, and acute onset (LR, 5.4; 95% CI, 3.8- 7.7), fever and cough (LR, 5.0; 95% CI, 3.5-6.9), fever alone (LR, 3.8; 95% CI, 2.8- 5.0), malaise (LR, 2.6; 95% CI, 2.2-3.1), and chills (LR, 2.6; 95% CI, 2.0-3.2) increased the likelihood of influenza to the greatest degree. The presence of sneezing among older patients made influenza less likely (LR, 0.47; 95% CI, 0.24-0.92).
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For decreasing the likelihood of influenza, the absence of fever (LR, 0.40; 95% confidence interval [CI], 0.25-0.66), cough (LR, 0.42; 95% CI, 0.31-0.57), or nasal congestion (LR, 0.49; 95% CI, 0.42-0.59) were the only findings that had summary LRs less than 0.5.
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Influenza-like illness, defined by the Centers for Disease Control and Preven- tion (CDC) US Influenza Sentinel Pro- viders Surveillance Network as tempera- ture higher than 37.8°C (100°F) plus either cough or sore throat (www.cdc .gov/flu/weekly/fluactivity.htm) but sometimes defined differently by oth- ers, is a syndrome characterized by other nonspecific symptoms that may be seen with a variety of upper respiratory tract infections.
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Thus, during the peak week of the 2003- 2004 outbreak, about 1 of every 13 pri- mary care visits in the United States was for an influenza-like illness
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Based on CDC sentinel data, patient visits to a primary care practitioner’s of- fice for influenza-like illnesses peak at 3.3% to 7.1% during influenza season.4
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Laboratory surveillance monitoring in the United States showed that the ma- jority of samples in the 2003-2004 in- fluenza season tested negative for influ- enza. Although not specifically reported, the implication is that these patients of- ten had other viruses such as rhinovi- ruses, adenoviruses, and parainflu- enza. While many of these are relatively benign and self-limited, others may be quite serious; for example, early infec- tion during an epidemic of the corona- virus causing severe acute respiratory syndrome (SARS) produced influenza- like illness.7Bacterial agents, including Legionella species, Chlamydia pneumo- niae, Mycoplasma pneumoniae, and Strep- tococcus pneumoniae, may also be re- sponsible for influenza-like illnesses
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thus, the final data (TABLE 1) are based on 6 studies and included 7105 pa- tients.12,14,20,23,25,26
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None of the studies assessed the pre- cision of signs or symptoms of influ- enza. Measurements of objective clini- cal signs such as temperature are assumed to have high precision
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“Fever- ishness” was reported by the patient and could have been based on either a tem- perature taken at home or a subjective sense of having an elevated tempera- ture.
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The studies presented used varying defi- nitions for fever, ranging from 37.8°C to 38.5°C (Table 1). We defined fever as “present” or “absent” based on the individual article definitions
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The patient’s sense of fever- ishness and vaccination history pro- vided homogeneous results across stud- ies.
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The heteroge- neity, expressed in the confidence in- tervals (CIs), never moved a finding from useless (LR approaching 1) to ob- viously useful (LR so different from 1 that it would make influenza ex- tremely likely or extremely unlikely)
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No single clinical finding consis- tently had a positive LR high enough to clinically “rule in” influenza, nor did any single finding have a negative LR low enough to clinically “rule out” in- fluenza (Tables 2 and 3).
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For decreasing the likelihood of influ- enza, the absence of fever (LR, 0.40; 95% CI, 0.25-0.66), cough (LR, 0.42; 95% CI, 0.31-0.57), or nasal conges- tion (LR, 0.49; 95% CI, 0.42-0.59) were the only findings with an LR less than 0.5.
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Feverishness, myalgia, malaise, sore throat, and sneezing each had a posi- tive and negative LR that were indis- tinguishable from 1.0 and therefore of no diagnostic value for the patients in studies that evaluated the entire age spectrum.
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limited to those aged 60 years or older, the strongest univariate indica- tors of influenza were fever (LR, 3.8; 95% CI, 2.8-5.0), malaise (LR, 2.6; 95% CI, 2.2-3.1), and chills (LR, 2.6; 95% CI, 2.0-3.2)
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Among older patients ex- clusively, the presence of sneezing re- duced the likelihood of influenza (LR, 0.47; 95% CI, 0.24-0.92).
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Two studies, by Govaert et al14 and Monto et al,20 assessed the diagnostic usefulness of the symptom combina- tion of fever and cough in persons aged 60 years or older and in the unre- stricted age group (Table 3). The LRs when both fever and cough were pres- ent were 5.0 and 1.9, respectively.
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The data presented indi- cate that the strongest predictor of in- fluenza was the acute onset of both fe- ver and cough in patients aged 60 years or older
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One study found that different clinical pre- sentations were associated with the in- fluenza type,12 but another study showed no difference.20
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The dif- ferent study populations may also have had very different clinical characteris- tics due to the pool from which they were drawn. The studies from Europe were more likely to include patients from home. It is conceivable that these patients may have been more or less ill, have had more or fewer symptoms, and have had a different prevalence of in- fluenza when compared with the popu- lations from the United States or other countries
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While all of the studies recruited pa- tients only during influenza season, some were specifically undertaken dur- ing epidemics. Thus, the prevalence of disease varies considerably in the pub- lished reports of the clinical findings. It is possible that clinical characteris- tics of the disease change between sea- sons based on the strain of influenza. All of the studies were performed be- fore the recent epidemic of SARS
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Monto et al20 suggest that the posi- tive predictive value of clinical signs and symptoms increased with increasing duration from illness onset. The 6 stud- ies presented in this article had vari- able durations of symptoms.
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Once the clinical criteria are used to establish the presence of an influenza- like illness, there is little information other than epidemiologic data that is useful for guiding diagnostic and thera- peutic decision making.
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