| Literature DB >> 30371194 |
Saraschandra Vallabhajosyula1,2, Abhishek J Deshmukh1, Kianoush Kashani2,3, Abhiram Prasad1, Ankit Sakhuja2.
Abstract
Background There are limited data on the presentation of Takotsubo cardiomyopathy ( TTC ) in severe sepsis. Methods and Results This was a retrospective cohort study using the National Inpatient Sample database (2007-2013) of all adults with severe sepsis. TTC was identified in patients with severe sepsis using previously validated administrative codes. The primary outcome was in-hospital mortality, and secondary outcomes included resource utilization and discharge disposition. Regression analysis was performed for the entire cohort and a propensity-matched sample. An exploratory analysis was performed for predictors of TTC incidence and mortality in TTC . During this 7-year period, in 7.1-million hospitalizations for severe sepsis, TTC was diagnosed in 10 746 (0.15%) admissions. TTC was noted more commonly in whites, females, and among 65- to 79-year-old individuals. TTC was independently associated with lower in-hospital mortality in severe sepsis (odds ratio, 0.58; 95% confidence interval, 0.51-0.65). This association was more prominent in females (odds ratio, 0.51; 95% confidence interval, 0.44-0.59]) compared with males (odds ratio, 0.69; 95% confidence interval, 0.55-0.85]). Presentation in later years of the study period, middle-age, female sex, and white race were independent predictors for the diagnosis of TTC . Age ≥80 years, black race, greater comorbidity, and multiorgan dysfunction were independently associated with higher in-hospital mortality among TTC admissions. Conclusions TTC is observed with increasing frequency in severe sepsis and was associated with a significantly lower in-hospital mortality compared with patients without TTC . Presentation in later years of the study period, middle age, female sex, and white race were independent predictors for the diagnosis of TTC in severe sepsis.Entities:
Keywords: Takotsubo cardiomyopathy; apical ballooning syndrome; outcomes research; sepsis; septic shock; shock; stress‐induced cardiomyopathy
Mesh:
Year: 2018 PMID: 30371194 PMCID: PMC6222948 DOI: 10.1161/JAHA.118.009160
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
ICD‐9‐CM Codes Used to Identify Admissions With Severe Sepsis
| Diagnosis |
|
|---|---|
| Septicemia | 038.0, 038.10, 038.11, 038.19, 038.2, 038.3, 038.4, 038.40, 038.41, 038.42, 038.43, 038.44, 038.49, 038.8, 038.9 |
| Bacteremia | 790.7 |
| Disseminated fungal infection | 117.9 |
| Disseminated candidal infection | 112.5 |
| Fungal endocarditis | 115.04, 115.14, 115.94 |
| Candidal endocarditis | 112.81 |
| Candidal meningitis | 112.83 |
| Salmonella septicemia | 003.1 |
| Salmonella meningitis | 003.21 |
| Meningococcal septicemia | 036.2 |
| Waterhouse–Friderichsen syndrome | 036.3 |
| Meningococcal meningitis | 036.0 |
| Meningococcal encephalitis | 036.1 |
| Meningococcal endocarditis | 036.42 |
| Septicemic plague | 020.2 |
| Anthrax septicemia | 022.3 |
| Gonococcemia | 098.89 |
| Gonococcal endocarditis | 098.84 |
| Gonococcal meningitis | 098.82 |
| Severe sepsis | 995.92 |
| Septic shock | 785.52 |
ICD‐9‐CM indicates International Classification of Diseases, Ninth Revision, Clinical Modification.
ICD‐9‐CM Codes Used for Acute Organ Dysfunction
| Organ Failure |
| Description |
|---|---|---|
| Respiratory | 518.81 | Acute respiratory failure |
| 518.82 | Other pulmonary insufficiency, not elsewhere classified. Includes—acute respiratory distress, acute respiratory insufficiency, adult respiratory distress syndrome NEC | |
| 518.85 | Acute respiratory distress syndrome after shock or trauma | |
| 786.09 | Respiratory distress NOS | |
| 799.1 | Respiratory arrest | |
| 96.7, 96.70, 96.71, 96.72 | Ventilator management | |
| Cardiovascular | 785.5 | Shock without mention of trauma |
| 785.50 | Shock unspecified | |
| 785.59 | Other shock without trauma (includes hypovolemic shock) | |
| 785.51 | Cardiogenic shock | |
| 785.52 | Septic shock | |
| 458.8, 458.9, 796.3 | Hypotension NOS | |
| Renal | 584, 584.5, 584.6, 584.7, 584.8, 584.9 | Acute kidney injury |
| Hepatic | 570 | Acute hepatic failure or necrosis |
| 572.2 | Hepatic encephalopathy | |
| 573.3 | Hepatitis unspecified | |
| 573.4 | Hepatic infarction | |
| Hematologic | 286.6 | Defibrination syndrome |
| 286.7 | Acquired coagulation factor deficiency | |
| 286.9 | Other coagulation defect | |
| 287.4, 287.5 | Thrombocytopenia—secondary or unspecified | |
| Metabolic | 276.2 | Acidosis—metabolic or lactic |
| Neurologic | 293, 293.0, 293.1, 293.8, 293.81, 293.82, 293.83, 293.84, 293.89, 293.9 | Transient organic psychotic conditions |
| 348.1 | Anoxic brain injury | |
| 348.3, 348.30, 348.31, 348.39 | Acute encephalopathy | |
| 780.01 | Coma | |
| 780.09 | Altered consciousness—unspecified | |
| 89.14 | Electroencephalogram |
ICD‐9‐CM indicates International Classification of Diseases, Ninth Revision, Clinical Modification; NEC, not elsewhere classified; NOS, not otherwise specified.
Figure 1Propensity‐matched sample of patients with severe sepsis with and without Takotsubo cardiomyopathy. All baseline characteristics of demographics, acute organ dysfunction, and hospital characteristics after propensity matching show <10% standardized differences for the cohorts with and without Takotsubo cardiomyopathy in severe sepsis.
Figure 2Trends of Takotsubo cardiomyopathy. Represented as estimated percentage of cases with 95% confidence interval; P value for trend: P<0.001. TTC indicates Takotsubo cardiomyopathy.
Baseline Characteristics of Severe Sepsis Patients With and Without TTC
| Characteristic | Severe Sepsis With TTC% (N=10 746) | Severe Sepsis Without TTC% (N=7 052 712) |
|
|---|---|---|---|
| Age group, y | |||
| 20 to 44 | 7.7 | 9.0 | <0.001 |
| 45 to 64 | 35.9 | 30.1 | |
| 65 to 79 | 38.6 | 33.2 | |
| ≥80 y | 17.7 | 27.7 | |
| Sex | |||
| Female | 75.7 | 49.1 | <0.001 |
| Race | |||
| White | 77.9 | 69.5 | <0.001 |
| Black | 8.0 | 15.4 | |
| Hispanic | 7.5 | 8.9 | |
| Asian | 3.2 | 2.7 | |
| Native American | 0.6 | 0.6 | |
| Others | 2.7 | 2.7 | |
| Primary payer | |||
| Medicare | 62.5 | 66.6 | 0.003 |
| Medicaid | 11.0 | 10.4 | |
| Private | 19.8 | 17.0 | |
| Uninsured | 3.8 | 3.3 | |
| No charge | 0.3 | 0.3 | |
| Others | 2.3 | 2.3 | |
| Hospital teaching status and location | |||
| Rural | 4.7 | 9.7 | <0.001 |
| Urban nonteaching | 28.2 | 41.6 | |
| Urban teaching | 67.1 | 48.7 | |
| Hospital bed size | |||
| Small | 8.7 | 10.9 | 0.003 |
| Medium | 22.8 | 25.0 | |
| Large | 68.5 | 64.1 | |
| Hospital volume | |||
| Small | 33.0 | 33.2 | 0.1 |
| Medium | 36.9 | 34.2 | |
| Large | 30.1 | 32.6 | |
| Hospital region | |||
| Northeast | 18.5 | 18.5 | <0.001 |
| Midwest | 26.2 | 21.7 | |
| South | 31.4 | 38.5 | |
| West | 23.9 | 21.2 | |
| Charlson Comorbidity Index | |||
| 0 to 3 | 72.3 | 71.7 | 0.001 |
| 4 to 6 | 21.6 | 20.8 | |
| ≥7 | 6.0 | 7.5 | |
| Smoking history | 19.9 | 15.8 | <0.001 |
| Anxiety disorder | 7.0 | 4.3 | <0.001 |
| Hypertension | 48.9 | 52.8 | <0.001 |
| Mechanical ventilation | 57.4 | 30.5 | <0.001 |
| Intra‐aortic balloon pumping | 4.7 | 0.4 | <0.001 |
| Angiography use | 32.4 | 2.1 | <0.001 |
| Septic shock | 45.2 | 31.0 | <0.001 |
| Acute respiratory dysfunction | 75.2 | 48.5 | <0.001 |
| Acute cardiovascular dysfunction | 63.8 | 43.4 | <0.001 |
| Acute renal dysfunction | 51.1 | 54.6 | <0.001 |
| Acute hepatic dysfunction | 9.3 | 5.5 | <0.001 |
| Acute hematological dysfunction | 19.0 | 18.6 | 0.6 |
| Acute neurological dysfunction | 24.7 | 20.1 | <0.001 |
All values are represented as percentage. NIS indicates National Inpatient Sample; TTC, Takotsubo cardiomyopathy.
Refer to text and the NIS database classification for details.
Refer to Table 2 for acute organ dysfunction details.
Clinical Outcomes of TTC in Severe Sepsis
| Outcome | Severe Sepsis With TTC% (N=10 746) | Severe Sepsis Without TTC% (N=7 052 712) |
|
|---|---|---|---|
| In‐hospital mortality | 20.6 | 22.3 | 0.06 |
| Median length of stay, days | 12 (7–20) | 8 (4–15) | <0.001 |
| Median hospitalization costs (US dollars) | 115 625 (63 901–227 979) | 57 652 (27 374–127 229) | <0.001 |
| Discharge disposition | |||
| Home | 20.4 | 22.5 | 0.02 |
| Skilled nursing facility | 39.0 | 36.0 | 0.005 |
| Transferred to other hospitals | 3.6 | 4.1 | 0.2 |
| Home with home health care | 15.7 | 14.2 | 0.03 |
| Against medical advice | 0.1 | 0.5 | 0.01 |
| Unknown | 0.3 | 0.2 | 0.1 |
Represented as percentage or median (interquartile range). TTC indicates Takotsubo cardiomyopathy.
Multivariate Analysis for In‐Hospital Mortality in Severe Sepsis
| Characteristic | Odds Ratio | 95% Confidence Interval |
| |
|---|---|---|---|---|
| Lower Limit | Upper Limit | |||
| Takotsubo cardiomyopathy | 0.58 | 0.51 | 0.65 | <0.001 |
| Age group, y | ||||
| 20 to 44 | Reference group | |||
| 45 to 64 | 1.48 | 1.44 | 1.51 | <0.001 |
| 65 to 79 | 2.26 | 2.19 | 2.34 | <0.001 |
| ≥80 y | 4.03 | 3.90 | 4.19 | <0.001 |
| Sex | ||||
| Female | 1.06 | 1.05 | 1.07 | <0.001 |
| Year of admission | ||||
| 2007 | Reference group | |||
| 2008 | 0.95 | 0.90 | 1.00 | 0.09 |
| 2009 | 0.79 | 0.75 | 0.84 | <0.001 |
| 2010 | 0.71 | 0.67 | 0.75 | <0.001 |
| 2011 | 0.63 | 0.60 | 0.68 | <0.001 |
| 2012 | 0.51 | 0.48 | 0.53 | <0.001 |
| 2013 | 0.47 | 0.44 | 0.49 | <0.001 |
| Race | ||||
| White | Reference group | |||
| Black | 1.05 | 1.03 | 1.07 | <0.001 |
| Hispanic | 0.99 | 0.96 | 1.02 | 0.56 |
| Asian | 1.03 | 0.97 | 1.08 | 0.35 |
| Native American | 0.96 | 0.88 | 1.04 | 0.29 |
| Others | 0.98 | 0.95 | 1.03 | 0.46 |
| Primary payer | ||||
| Medicare | Reference group | |||
| Medicaid | 1.08 | 1.05 | 1.10 | <0.001 |
| Private | 1.08 | 1.05 | 1.10 | <0.001 |
| Uninsured | 1.30 | 1.24 | 1.36 | <0.001 |
| No charge | 1.22 | 1.08 | 1.38 | 0.002 |
| Others | 1.34 | 1.25 | 1.44 | <0.001 |
| Hospital teaching status and location | ||||
| Rural | Reference group | |||
| Urban nonteaching | 0.89 | 0.85 | 0.92 | <0.001 |
| Urban teaching | 1.04 | 0.99 | 1.10 | 0.10 |
| Hospital bed size | ||||
| Small | Reference group | |||
| Medium | 1.04 | 0.99 | 1.09 | 0.09 |
| Large | 1.15 | 1.10 | 1.20 | <0.001 |
| Hospital volume | ||||
| Small | Reference group | |||
| Medium | 0.90 | 0.87 | 0.93 | <0.001 |
| Large | 0.79 | 0.75 | 0.82 | <0.001 |
| Hospital region | ||||
| Northeast | Reference group | |||
| Midwest | 0.68 | 0.65 | 0.72 | <0.001 |
| South | 0.82 | 0.79 | 0.86 | <0.001 |
| West | 0.78 | 0.75 | 0.82 | <0.001 |
| Charlson Comorbidity Index | ||||
| 0 to 3 | Reference group | |||
| 4 to 6 | 1.31 | 1.29 | 1.33 | <0.001 |
| ≥7 | 2.52 | 2.47 | 2.58 | <0.001 |
| Mechanical ventilation | 1.76 | 1.72 | 1.79 | <0.001 |
| Septic shock | 1.34 | 1.31 | 1.36 | <0.001 |
| Culture negative sepsis | 1.74 | 1.72 | 1.76 | <0.001 |
| Acute respiratory dysfunction | 3.32 | 3.27 | 3.39 | <0.001 |
| Acute cardiovascular dysfunction | 2.0 | 1.95 | 2.04 | <0.001 |
| Acute renal dysfunction | 1.33 | 1.31 | 1.35 | <0.001 |
| Acute hepatic dysfunction | 2.22 | 2.17 | 2.26 | <0.001 |
| Acute hematological dysfunction | 1.36 | 1.34 | 1.39 | <0.001 |
| Acute neurological dysfunction | 1.18 | 1.16 | 1.20 | <0.001 |
All values are represented as odds ratio (95% confidence interval).
The first category in variables with >2 categories was used as a reference group to develop odds ratios for the remaining categories was has been labeled as “Reference group.”
Refer to text and the NIS (National Inpatient Sample) database classification for details.
Refer to Table 2 for acute organ dysfunction details.
Baseline Characteristics and Outcomes of Male and Female Patients With Takotsubo Cardiomyopathy
| Baseline Characteristics and Outcomes | Male Sex % (N=2613) | Female Sex % (N=8133) |
|
|---|---|---|---|
| Baseline characteristics | |||
| Year of admission | |||
| 2007 | 0.9 | 2.2 | 0.08 |
| 2008 | 4.2 | 5.7 | |
| 2009 | 7.6 | 9.4 | |
| 2010 | 12.0 | 13.6 | |
| 2011 | 18.5 | 16.8 | |
| 2012 | 23.2 | 23.9 | |
| 2013 | 33.7 | 28.5 | |
| Age group, y | |||
| 20 to 44 | 11.2 | 6.7 | <0.001 |
| 45 to 64 | 41.3 | 34.2 | |
| 65 to 79 | 34.7 | 39.9 | |
| ≥80 | 12.9 | 19.2 | |
| Race | |||
| White | 74.0 | 79.2 | 0.11 |
| Black | 8.8 | 7.7 | |
| Hispanic | 9.2 | 6.7 | |
| Asian | 4.3 | 2.8 | |
| Native American | 0.2 | 0.8 | |
| Other | 3.4 | 2.5 | |
| Primary payer | |||
| Medicare | 56.5 | 64.4 | 0.004 |
| Medicaid | 10.0 | 11.4 | |
| Private | 24.7 | 18.2 | |
| Uninsured | 5.2 | 3.4 | |
| No charge | 0.4 | 0.3 | |
| Others | 3.2 | 2.3 | |
| Hospital teaching status and location | |||
| Rural | 3.6 | 5.1 | <0.001 |
| Urban nonteaching | 21.7 | 30.3 | |
| Urban teaching | 74.8 | 64.6 | |
| Hospital bed size | |||
| Small | 9.0 | 8.6 | 0.29 |
| Medium | 20.3 | 23.5 | |
| Large | 70.7 | 67.9 | |
| Hospital volume | |||
| Small | 30.1 | 33.9 | 0.17 |
| Medium | 40.1 | 35.9 | |
| Large | 29.8 | 30.2 | |
| Hospital region | |||
| Northeast | 18.5 | 18.5 | 0.97 |
| Midwest | 26.9 | 25.9 | |
| South | 31.4 | 31.4 | |
| West | 23.2 | 24.2 | |
| Charlson Comorbidity Index | |||
| 0 to 3 | 68.8 | 72.5 | 0.01 |
| 4 to 6 | 24.1 | 20.8 | |
| ≥7 | 7.1 | 5.7 | |
| Smoking history | 22.0 | 19.3 | 0.18 |
| Anxiety disorder | 5.1 | 7.6 | 0.05 |
| Hypertension | 45.9 | 49.8 | 0.11 |
| Mechanical ventilation | 62.7 | 55.7 | 0.006 |
| Septic shock | 48.9 | 44.0 | 0.06 |
| Acute respiratory dysfunction | 78.5 | 74.2 | 0.05 |
| Acute cardiovascular dysfunction | 68.1 | 62.5 | 0.02 |
| Acute renal dysfunction | 56.5 | 49.4 | 0.005 |
| Acute hepatic dysfunction | 9.4 | 9.4 | 0.99 |
| Acute hematological dysfunction | 22.0 | 18.0 | 0.04 |
| Acute neurological dysfunction | 23.5 | 25.1 | 0.43 |
| Outcomes | |||
| In‐hospital mortality | 23.6 | 19.7 | 0.05 |
| Discharge disposition | |||
| Home | 21.3 | 20.1 | 0.54 |
| Skilled nursing facility | 35.7 | 40.1 | 0.07 |
| Transferred to other hospitals | 4.8 | 3.3 | 0.11 |
| Home with home health care | 14.1 | 16.2 | 0.26 |
| Against medical advice | 0.0 | 0.3 | 0.25 |
| Unknown | 0.4 | 0.4 | 0.97 |
All values are represented as percentage.
Refer to text and the NIS (National Inpatient Sample) database classification for details.
Refer to Table 2 for acute organ dysfunction details.
Figure 3Age distribution for male and female patients with Takotsubo cardiomyopathy complicating severe sepsis. TTC indicates Takotsubo cardiomyopathy.
Multivariable Predictors of Development of and Mortality in TTC
| Parameter | Incidence of TTC (N=10 746) | Mortality in TTC (N=2214) | ||
|---|---|---|---|---|
| OR (95% CI) |
| OR (95% CI) |
| |
| Year of admission | ||||
| 2007 | Reference group | |||
| 2008 | 2.2 (1.4–3.6) | 0.002 | 2.2 (0.8–6.4) | 0.13 |
| 2009 | 3.6 (2.2–5.8) | <0.001 | 1.6 (0.6–4.4) | 0.37 |
| 2010 | 5.2 (3.3–8.1) | <0.001 | 1.5 (0.6–3.9) | 0.43 |
| 2011 | 6.0 (3.9–9.3) | <0.001 | 1.3 (0.5–3.3) | 0.63 |
| 2012 | 8.5 (5.4–13.5) | <0.001 | 1.1 (0.4–2.8) | 0.88 |
| 2013 | 9.3 (6.0–14.4) | <0.001 | 1.0 (0.4–2.6) | 0.98 |
| Age group, y | ||||
| 20 to 44 | Reference group | |||
| 45 to 64 | 1.4 (1.2–1.7) | <0.001 | 1.4 (0.8–2.4) | 0.19 |
| 65 to 79 | 1.6 (1.3–1.9) | <0.001 | 1.8 (1.1–3.3) | 0.04 |
| ≥80 | 0.9 (0.7–1.2) | 0.41 | 2.9 (1.6–5.6) | 0.001 |
| Sex | ||||
| Female | 3.6 (3.2–4.0) | <0.001 | 0.8 (0.6–1.1) | 0.10 |
| Race | ||||
| White | Reference group | |||
| Black | 0.4 (0.3–0.5) | <0.001 | 1.6 (1.1–2.4) | 0.03 |
| Hispanic | 0.7 (0.6–0.8) | <0.001 | 1.4 (0.9–2.1) | 0.15 |
| Asian | 0.9 (0.7–1.2) | 0.39 | 0.6 (0.3–1.4) | 0.21 |
| Native American | 0.7 (0.4–1.3) | 0.30 | 0.7 (0.2–3.4) | 0.65 |
| Other | 0.7 (0.6–0.9) | 0.04 | 1.7 (0.9–3.3) | 0.11 |
| Primary payer | ||||
| Medicare | Reference group | |||
| Medicaid | 1.1 (0.9–1.3) | 0.41 | 1.1 (0.7–1.7) | 0.76 |
| Private | 1.1 (1.0–1.3) | 0.13 | 0.9 (0.6–1.2) | 0.46 |
| Uninsured | 1.3 (1.1–1.6) | 0.03 | 0.9 (0.5–1.9) | 0.98 |
| No charge | 1.1 (0.5–2.4) | 0.86 | 1.7 (0.3–8.9) | 0.55 |
| Others | 1.2 (0.9–1.6) | 0.22 | 0.3 (0.1–1.1) | 0.08 |
| Hospital teaching status and location | ||||
| Rural | Reference group | |||
| Urban nonteaching | 1.2 (0.9–1.6) | 0.16 | 0.7 (0.4–1.3) | 0.27 |
| Urban teaching | 2.2 (1.7–3.0) | <0.001 | 1.0 (0.6–1.8) | 0.92 |
| Hospital bed size | ||||
| Small | Reference group | |||
| Medium | 1.1 (0.9–1.4) | 0.36 | 1.1 (0.7–1.8) | 0.66 |
| Large | 1.3 (1.0–1.6) | 0.05 | 1.2 (0.7–1.9) | 0.53 |
| Hospital volume | ||||
| Small | Reference group | |||
| Medium | 1.2 (1.1–1.5) | 0.01 | 0.8 (0.6–1.1) | 0.21 |
| Large | 1.1 (0.8–1.5) | 0.59 | 0.7 (0.4–1.2) | 0.16 |
| Hospital region | ||||
| Northeast | Reference group | |||
| Midwest | 1.1 (0.9–1.3) | 0.53 | 0.8 (0.6–1.1) | 0.22 |
| South | 0.9 (0.8–1.1) | 0.17 | 0.9 (0.7–1.3) | 0.57 |
| West | 1.3 (1.1–1.5) | 0.003 | 0.9 (0.6–1.3) | 0.66 |
| Charlson Comorbidity Index | ||||
| 0 to 3 | Reference group | |||
| 4 to 6 | 1.0 (0.9–1.2) | 0.54 | 1.3 (0.9–1.7) | 0.07 |
| ≥7 | 0.9 (0.8–0.9) | 0.02 | 1.6 (1.1–2.5) | 0.03 |
| Mechanical ventilation | ··· | ··· | 1.5 (1.1–2.2) | 0.02 |
| Septic shock | ··· | ··· | 1.1 (0.8–1.5) | 0.62 |
| Acute respiratory dysfunction | ··· | ··· | 2.3 (1.5–3.5) | <0.001 |
| Acute cardiovascular dysfunction | ··· | ··· | 1.9 (1.4–2.7) | <0.001 |
| Acute renal dysfunction | ··· | ··· | 1.3 (0.9–1.6) | 0.09 |
| Acute hepatic dysfunction | ··· | ··· | 1.7 (1.2–2.5) | 0.003 |
| Acute hematological dysfunction | ··· | ··· | 1.4 (1.1–1.9) | 0.02 |
| Acute neurological dysfunction | ··· | ··· | 1.2 (0.9–1.6) | 0.13 |
All values are represented as odds ratio (95% confidence interval). CI indicates confidence interval; OR, odds ratio; TTC, Takotsubo cardiomyopathy.
The first category in variables with >2 categories was used as a reference group to develop odds ratios for the remaining categories was has been labeled as “Reference group.”
Refer to text and the NIS (National Inpatient Sample) database classification for details.
Refer to Table 2 for acute organ dysfunction details.