| Literature DB >> 30027020 |
Oluyemisi Amoda1, Virendrasinh Ravat2, Sorabh Datta3, Bipin Saroha4, Rikinkumar S Patel5.
Abstract
Objective This study determines trends in demographics and hospitalization outcomes among patients admitted for systemic sclerosis (SScl) and evaluates the differences between comorbidities. Methods The study used data from the Nationwide Inpatient Sample (NIS) for the years 2010-2014. We identified SScl as the primary diagnosis and the associated medical and psychiatric comorbidities using validated International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) codes. The differences in comorbidities and in-hospital mortality were quantified using multinomial logistic regression (odds ratio (OR)). Results Inpatient admissions for SScl decreased over the period 2010-2014 by 15.9% (p < 0.001). There was an increasing trend in the 61-80 years age group as they had a 29% increase in admissions and a higher risk of in-hospital mortality (OR = 2.113; p = 0.020). The differences between races showed weaker linear trends, with Caucasians (57.5%) showing an increasing trend, and African Americans (24.3%) and Hispanics (11.8%) having a decreasing trend (p < 0.001). However, Hispanics had the highest risk of mortality (OR = 1.295; p = 0.001) during hospitalization. In-hospital mortality had a linear decreasing trend, with a 10.3% decrease in deaths in 2010, and a 9.1% decrease in 2014 (p < 0.001). Hypertension (47.3%), pulmonary circulation disorders (40.1%), pulmonary fibrosis (29.7%), and congestive heart failure (24.4%) constituted the majority of comorbidities. Comorbid diabetes increased the risk of in-hospital mortality in SScl patients by four times (OR = 3.914; p = 0.003). Esophageal reflux disorder was present in only 6.7% of SScl patients, but it increased the risk of in-hospital mortality (OR = 2.643: p < 0.001). Among psychiatric comorbidities, depression (OR = 1.526; p = 0.001) and psychosis (OR = 1.743; p = 0.039) both increased the risk of in-hospital mortality. Conclusion We observed the various comorbidities that were associated with substantial and significant differences in the risk of in-hospital mortality. We assert that these findings indicate that comorbid conditions are influential factors that must be considered in models of health-related quality of life (HRQOL) in SScl. More attention needs to be paid to the elderly population at risk of having a higher risk of inpatient death. Further research to guide the development of clinical care models for targeting early diagnosis and treatment of comorbidities in SScl is necessary to reduce both mortality and morbidity, as well as improve the quality of care for these patients.Entities:
Keywords: comorbidity; demographics; mortality risk; national inpatient sample; scleroderma; systemic sclerosis
Year: 2018 PMID: 30027020 PMCID: PMC6044481 DOI: 10.7759/cureus.2628
Source DB: PubMed Journal: Cureus ISSN: 2168-8184
ICD-9-CM diagnosis codes for comorbidities associated with systemic sclerosis
The variables are Agency for Healthcare Research and Quality (AHRQ) comorbidity measures.
| Comorbidity | ICD-9-CM Diagnosis Codes |
| Pulmonary Circulation Disorder | 415.11-415.19, 416.0-416.9, 417.9 |
| Pulmonary Hypertension | 416.0 |
| Pulmonary Fibrosis | 516.31 |
| Cardiac Arrhythmia | 427.0, 427.1, 427.2, 427.31, 427.32, 427.60, 427.61, 427.69, 427.81, 427.89, 427.9, 785.0, 785.1 |
| Congestive Heart Failure | 398.91, 402.01, 402.11, 402.91, 404.01, 404.03, 404.11, 404.13, 404.91, 404.93, 428.0-428.9 |
| Diabetes without Complication | 249.00-249.31, 250.00-250.33, 648.00-648.04 |
| Diabetes with Complication | 249.40-249.91, 250.40-250.93, 775.1 |
| Renal Failure | 403.01, 403.11, 403.91, 404.02, 404.03, 404.12, 404.13, 404.92, 404.93, 585.3, 585.4, 585.5, 585.6, 585.9, 586, V42.0, V45.1, V45.11, V45.12, V56.0-V56.32, V56.8 |
| Hypertension | 401.1, 401.9, 642.00-642.04, 401.0, 402.00-405.99, 437.2, 642.10-642.24, 642.70-642.94 |
| Liver Diseases | 070.22, 070.23, 070.32, 070.33 , 070.44, 070.54, 456.0, 456.1, 456.20, 456.21, 571.0, 571.2, 571.3, 571.40- 571.49, 571.5, 571.6, 571.8, 571.9, 572.3, 572.8, 573.5, V42.7 |
| Gastroesophageal Reflux Disease | 530.81 |
| Depression | 300.4, 301.12, 309.0, 309.1, 311 |
| Psychosis | 295.00-298.9, 299.10, 299.11 |
| Neurological Disorder | 330.1-331.9, 332.0, 333.4, 333.5, 333.71, 333.72, 333.79, 333.85, 333.94, 334.0-335.9, 338.0, 340, 341.1-341.9, 345.00-345.11, 345.2-345.3, 345.40-345.91, 347.00-347.01, 347.10-347.11, 649.40-649.44, 768.7, 768.70, 768.71, 768.72, 780.3, 780.31, 780.32, 780.33, 780.39, 780.97, 784.3 |
Demographic trends in systemic sclerosis (SScl) in the inpatient population
Significant p-values ≤ 0.05 at 95% confidence interval.
| Variable | 2010 | 2011 | 2012 | 2013 | 2014 | Total | p-value | Trend Direction |
| Number of admissions | 1825 | 2026 | 1800 | 1665 | 1535 | 8851 | < 0.001 | Decreasing |
| Age | ||||||||
| Mean age | 54.01 | 55.96 | 56.24 | 56.73 | 55.96 | 55.76 | < 0.001 | Increasing |
| 1-20 years | 2.6 % | 1.2 % | 4.4 % | 2.4 % | 2.6 % | 2.6 % | < 0.001 | Stable |
| 21-40 years | 15.7 % | 14.7 % | 8.9 % | 11.4 % | 14.3 % | 13.0 % | Decreasing | |
| 41-60 years | 46.7 % | 43.6 % | 45.0 % | 44.4 % | 39.7 % | 44.0 % | Decreasing | |
| 61-80 years | 30.3 % | 36.5 % | 37.5 % | 39.3 % | 39.1 % | 36.4 % | Increasing | |
| > 80 years | 4.7 % | 4.0 % | 4.2 % | 2.4 % | 4.2 % | 3.9 % | Decreasing | |
| Gender | ||||||||
| Male | 20.3 % | 20.7 % | 19.2 % | 19.5 % | 17.3 % | 19.5 % | 0.103 | Decreasing |
| Female | 79.7 % | 79.3 % | 80.8 % | 80.5 % | 82.7 % | 80.5 % | Increasing | |
| Race | ||||||||
| Caucasian | 51.9 % | 62.0 % | 56.9 % | 60.7 % | 55.6 % | 57.5 % | Increasing | |
| African American | 27.7 % | 24.5 % | 25.8 % | 23.0 % | 19.8 % | 24.3 % | Decreasing | |
| Hispanic | 14.9 % | 7.4 % | 10.0 % | 12.8 % | 14.9 % | 11.8 % | Decreasing | |
| Asian/Pacific Islander | 2.7 % | 1.9 % | 2.9 % | 0.6 % | 3.8 % | 2.4 % | Increasing | |
| Native American | 1.2 % | 0.6 % | 1.2 % | 0.6 % | 0.7 % | 0.9 % | Decreasing | |
| Other | 1.5 % | 3.6 % | 3.2 % | 2.2 % | 5.2 % | 3.1 % | Increasing | |
| Insurance | ||||||||
| Medicare | 42.3 % | 49.4 % | 46.4 % | 49.2 % | 46.9 % | 46.9 % | < 0.001 | Increasing |
| Medicaid | 18.3 % | 9.8 % | 13.9 % | 12.9 % | 13.0 % | 13.5 % | Decreasing | |
| Private insurance | 29.4 % | 33.1 % | 31.7 % | 31.5 % | 33.2 % | 31.8 % | Variable | |
| Self-pay | 5.7 % | 5.3 % | 4.4 % | 2.4 % | 3.3 % | 4.3 % | Decreasing | |
| No charge | 0.7 % | 0.5 % | 0.0 % | 0.3 % | 0.3 % | 0.4 % | Decreasing | |
| Other | 3.7 % | 1.9 % | 3.6 % | 3.6 % | 3.3 % | 3.2 % | Decreasing | |
| Median Household Income | ||||||||
| 0-25th percentile | 32.2 % | 25.1 % | 30.4 % | 29.5 % | 30.2 % | 29.3 % | < 0.001 | Decreasing |
| 26th-50th percentile | 25.5 % | 23.3 % | 22.2 % | 24.9 % | 29.2 % | 24.9 % | Increasing | |
| 51st-75th percentile | 21.2 % | 25.5 % | 19.9 % | 25.2 % | 19.9 % | 22.5 % | Decreasing | |
| 76th-100th percentile | 21.1 % | 26.2 % | 27.6 % | 20.3 % | 20.6 % | 23.4 % | Increasing | |
Demographic predictors of in-hospital mortality in systemic sclerosis patients
Significant p-values ≤ 0.05 at 95% confidence Interval.
| Demographic Predictors | Odds Ratio | 95 % Confidence Interval | p-value |
| Age | |||
| 1-20 years | Referent | ||
| 21-40 years | 1.017 | 0.517 – 1.997 | 0.962 |
| 41-60 years | 1.524 | 0.811 – 2.864 | 0.191 |
| 61-80 years | 2.113 | 1.124 – 3.971 | 0.020 |
| > 80 years | 2.745 | 1.358 – 5.550 | 0.005 |
| Gender | |||
| Male | Referent | ||
| Female | 0.893 | 0.734 – 1.087 | 0.260 |
| Race | |||
| Caucasian | Referent | ||
| African American | 0.775 | 0.624 – 0.963 | 0.021 |
| Hispanic | 1.295 | 1.012 – 1.656 | 0.040 |
| Asian/Pacific Islander | 0.916 | 0.529 – 1.587 | 0.755 |
| Native American | < 0.001 | 0.997 | |
| Other | 1.876 | 1.294 – 2.719 | 0.001 |
Hospitalization trends in systemic sclerosis in the inpatient population
Significant p-values ≤ 0.05 at 95% confidence interval.
USD: United States Dollars; SNF: Skilled nursing facility; INF: Intermediate nursing facility; HHC: Home Health Care; AMA: against medical advice
| Variable | 2010 | 2011 | 2012 | 2013 | 2014 | Total | p-value | Trend |
| Admission Type | ||||||||
| Non-elective | 86.3 % | 86.1 % | 83.0 % | 87.3 % | 88.6 % | 86.2 % | < 0.001 | Increasing |
| Elective | 13.7 % | 13.9 % | 17.0 % | 12.7 % | 11.4 % | 13.8 % | Decreasing | |
| Severity of Illness / Morbidity | ||||||||
| Minor | 1.9 % | 3.6 % | 3.6 % | 6.0 % | 3.6 % | 3.7 % | < 0.001 | Increasing |
| Moderate | 21.7 % | 21.1 % | 30.3 % | 25.8 % | 26.1 % | 24.9 % | Variable | |
| Major | 76.0 % | 75.3 % | 66.1 % | 68.2 % | 70.4 % | 71.4 % | Decreasing | |
| Inpatient Stay (in days) | ||||||||
| Mean stay | 9.1 | 7.8 | 8.5 | 8.5 | 9.4 | 8.6 | < 0.001 | Variable |
| Inpatient Total Charge (in USD) | ||||||||
| Mean charge | 69713 | 77131 | 80095 | 86080 | 103884 | 82520 | < 0.001 | Increasing |
| In-hospital Mortality | ||||||||
| Did not die | 89.7 % | 94.3 % | 92.8 % | 91.6 % | 90.9 % | 91.9 % | < 0.001 | Increasing |
| Died | 10.3 % | 5.7 % | 7.2 % | 8.4 % | 9.1 % | 8.1 % | Decreasing | |
| Disposition / discharge | ||||||||
| Routine | 57.4 % | 60.1 % | 58.9 % | 53.5 % | 55.0 % | 57.2 % | < 0.001 | Decreasing |
| Short-term hospital | 4.9 % | 2.1 % | 3.1 % | 3.0 % | 3.3 % | 3.3 % | Decreasing | |
| SNF/INF | 9.8 % | 14.1 % | 10.8 % | 13.2 % | 12. 1% | 12.0 % | Increasing | |
| HHC | 17.0 % | 17.0 % | 19.4 % | 21.3 % | 19.9 % | 18.8 % | Increasing | |
| AMA | 0.6 % | 1.0 % | 0.6 % | 0.3 % | 0.7 % | 0.6 % | Variable | |
Comorbidities trends in systemic sclerosis in the inpatient population
Significant p-values ≤ 0.05 at 95% confidence interval.
Variables are Agency for Healthcare Research and Quality (AHRQ) co-morbidity measures.
| Comorbidity | 2010 | 2011 | 2012 | 2013 | 2014 | Total | p-value | Trend |
| Pulmonary Circulation Disorder | 39.8 % | 38.3 % | 43.3 % | 39.6 % | 39.4 % | 40.1 % | 0.026 | Increasing |
| Pulmonary Hypertension | 0.6 % | 1.2 % | 0.8 % | 0.9 % | 1.3 % | 1.0 % | 0.212 | Increasing |
| Pulmonary Fibrosis | 34.7 % | 27.4 % | 32.8 % | 25.8 % | 27.4 % | 29.7 % | < 0.001 | Decreasing |
| Cardiac Arrhythmia | 6.1 % | 6.1 % | 5.3 % | 5.1 % | 7.5 % | 6.0 % | 0.038 | Increasing |
| Cardiac Heart Failure | 23.7 % | 23.3 % | 27.8 % | 23.4 % | 23.8 % | 24.4 % | 0.007 | Increasing |
| Diabetes without Complication | 9.6 % | 9.6 % | 7.8 % | 10.8 % | 11.4 % | 9.8 % | 0.005 | Increasing |
| Diabetes with Complication | 2.0 % | 1.2 % | 1.4 % | 3.3 % | 0.3 % | 1.6 % | < 0.001 | Decreasing |
| Renal Failure | 15.5 % | 15.3 % | 14.4 % | 17.7 % | 16.3 % | 15.8 % | 0.097 | Increasing |
| Hypertension | 43.0 % | 47.7 % | 50.6 % | 54.1 % | 41.0 % | 47.3 % | < 0.001 | Increasing |
| Liver Diseases | 3.7 % | 4.2 % | 3.6 % | 3.9 % | 4.2 % | 3.9 % | 0.808 | Increasing |
| Gastroesophageal Reflux Disease | 4.9 % | 6.3 % | 6.7 % | 9.3 % | 6.5 % | 6.7 % | < 0.001 | Increasing |
| Depression | 13.1 % | 18.1 % | 13.9 % | 16.2 % | 15.6 % | 15.4 % | < 0.001 | Increasing |
| Psychosis | 2.2 % | 4.4 % | 1.4 % | 4.2 % | 4.2 % | 3.3 % | < 0.001 | Increasing |
| Neurological Disorder | 6.3 % | 6.5 % | 6.9 % | 6.9 % | 5.5 % | 6.5 % | 0.474 | Decreasing |
In-hospital mortality risk in systemic sclerosis patients by comorbidities
Significant p-values ≤ 0.05 at 95% confidence interval.
Variables are Agency for Healthcare Research and Quality (AHRQ) co-morbidity measures.
| Comorbidity | Odds Ratio | 95 % Confidence Interval | p-value |
| Pulmonary Circulation Disorder | 0.288 | 0.254 – 0.327 | < 0.001 |
| Pulmonary Hypertension | 1.862 | 0.742 – 4.675 | 0.186 |
| Pulmonary Fibrosis | 1.166 | 0.968 – 1.405 | 0.106 |
| Cardiac Arrhythmia | 1.094 | 0.780 – 1.536 | 0.602 |
| Cardiac Heart Failure | 0.561 | 0.472 – 0.665 | < 0.001 |
| Diabetes without Complication | 1.230 | 0.933 – 1.621 | 0.142 |
| Diabetes with Complication | 3.914 | 1.583 – 9.677 | 0.003 |
| Renal Failure | 0.510 | 0.419 – 0.621 | < 0.001 |
| Hypertension | 1.331 | 1.123 – 1.577 | 0.001 |
| Liver Diseases | 0.626 | 0.453 – 0.865 | 0.005 |
| Gastroesophageal Reflux Disease | 2.643 | 1.566 – 4.460 | < 0.001 |
| Depression | 1.526 | 1.192 – 1.954 | 0.001 |
| Psychosis | 1.743 | 1.030 – 2.951 | 0.039 |
| Neurological Disorder | 0.919 | 0.676 – 1.250 | 0.591 |