The Burden of Inpatient Hospitalizations with Cardiac and Cerebrovascular Diseases in Patients with Type 1 Diabetes: Insights from the National Inpatient Sample in the US
Abstract
:1. Introduction
2. Materials and Methods
Statistical Methods
3. Results
4. Discussion
Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Variable | Source | ICD-10 Code |
---|---|---|
Type 1 diabetes | I10_DX1/40 | E10* |
Angina pectoris | I10_DX1 | I20* |
Acute myocardial infarction | I10_DX1 | I21* |
Pulmonary embolism | I10_DX1 | I26* |
Acute pericarditis | I10_DX1 | I30* |
Aortic valve disorder | I10_DX1 | I35* |
Mitral valve disorder | I10_DX1 | I34* |
Right-sided heart valve disorder | I10_DX1 | I36*, I37* |
Endocarditis | I10_DX1 | I33*, I38*, I39* |
Myocarditis | I10_DX1 | I40*, I41* |
Cardiomyopathy | I10_DX1 | I42*, I43* |
Heart failure | I10_DX1 | I50* |
Atrial fibrillation/atrial flutter | I10_DX1 | I48* |
2°/3° AV block | I10_DX1 | I44.1, I44.2 |
Intracranial hemorrhage | I10_DX1 | I61*, I62* |
Subarachnoid hemorrhage | I10_DX1 | I60* |
Cerebral infarction | I10_DX1 | I63* |
Smoking (tobacco use) | I10_DX1/40 | Z72.0 |
Alcohol misuse | I10_DX1/40 | F10.1 |
Obesity | I10_DX1/40 | E66.0, E66.1, E66.2, E66.8, E66.9 |
Hypertension | I10_DX1/40 | I10*, I11*, I12*, I13*, I15*, I16* |
Hyperlipidemia | I10_DX1/40 | E78.0*, E78.1, E78.2, E78.3, E78.4*, E78.5 |
Previous myocardial infarction | I10_DX1/40 | I25.2 |
Previous stroke | I10_DX1/40 | Z86.73, I69* |
Previous heart failure | I10_DX1/40 | I50.22, I50.23, I50.32, I50.33, I50.42, I50.43, I50.812, I50.813 |
Chronic kidney disease | I10_DX1/40 | N18* |
Chronic lung disease | I10_DX1/40 | J40*–J47* |
Any cancer | I10_DX1/40 | C00*–C96* |
Dementia | I10_DX1/40 | F01*, F02*, F03* |
Age | NIS Core | - |
Sex | NIS Core | - |
Month of admission | NIS Core | - |
Weekend admission | NIS Core | - |
Discharge weight | NIS Core | - |
Discharge disposition | NIS Core | - |
Elective admission | NIS Core | - |
Length of stay | NIS Core | - |
Primary expected payer | NIS Core | - |
Race | NIS Core | - |
Year | NIS Core | - |
ZIP income quartile | NIS Core | - |
Death | NIS Core | - |
Total charge | NIS Core | - |
Hospital bed size | NIS Hospital | - |
Comorbidity | Mortality with Comorbidity vs. without | p-Value | Mean Length of Stay with Comorbidity vs. without (days) | p-Value | Mean Cost with Comorbidity vs. without (USD) | p-Value |
---|---|---|---|---|---|---|
Obesity | 1.2% vs. 1.2% | 1.00 | 5.4 ± 6.6 vs. 4.6 ± 6.3 | <0.001 | 14,970 ± 30,017 vs. 12,024 ± 19,076 | <0.001 |
Hypertension | 1.6% vs. 0.7% | <0.001 | 5.3 ± 6.7 vs. 3.9 ± 5.7 | <0.001 | 14,435 ± 20,165 vs. 9712 ± 17,355 | <0.001 |
Hyperlipidemia | 1.4% vs. 1.1% | <0.001 | 5.1 ± 6.0 vs. 4.5 ± 6.5 | <0.001 | 14,308 ± 19,205 vs. 11,358 ± 18,988 | <0.001 |
History of myocardial infarction | 2.0% vs. 1.2% | <0.001 | 5.2 ± 5.6 vs. 4.6 ± 6.4 | <0.001 | 14,814 ± 17,841 vs. 12,169 ± 19,180 | <0.001 |
History of stroke | 2.0% vs. 1.2% | <0.001 | 5.7 ± 7.1 vs. 4.6 ± 6.3 | <0.001 | 14,377 ± 17,330 vs. 12,176 ± 19,232 | <0.001 |
History of heart failure | 3.4% vs. 1.0% | <0.001 | 6.8 ± 7.9 vs. 4.5 ± 6.1 | <0.001 | 18,773 ± 25,933 vs. 11,726 ± 18,221 | <0.001 |
Chronic kidney disease | 2.2% vs. 0.8% | <0.001 | 6.0 ± 7.5 vs. 4.1 ± 5.8 | <0.001 | 16,539 ± 23,959 vs. 10,621 ± 16,436 | <0.001 |
Chronic lung disease | 1.5% vs. 1.2% | <0.001 | 5.1 ± 6.5 vs. 4.6 ± 6.3 | <0.001 | 13,329 ± 18,195 vs. 12,159 ± 19,621 | <0.001 |
Cancer | 4.4% vs. 1.1% | <0.001 | 6.9 ± 8.5 vs. 4.6 ± 6.3 | <0.001 | 20,823 ± 29,978 vs. 12,051 ± 18,575 | <0.001 |
Dementia | 3.6% vs. 1.2% | <0.001 | 6.9 ± 10.4 vs. 4.6 ± 6.2 | <0.001 | 14,709 ± 20,252 vs. 12,274 ± 19,078 | <0.001 |
Primary Diagnosis Code for Non-CCD Admission | Number of Admissions |
---|---|
Diabetic ketoacidosis without coma | 453,550 |
Sepsis | 78,135 |
Diabetic autonomic polyneuropathy | 43,080 |
Hyperglycemia | 39,435 |
Acute kidney injury | 25,620 |
Hypoglycemia | 22,930 |
Other complication of type 1 diabetes | 16,200 |
Foot ulcer | 13,190 |
Pre-existing type 1 diabetes in childbirth | 12,225 |
Pneumonia | 12,170 |
Diabetic peripheral angiopathy and gangrene | 8380 |
Urinary tract infection | 7615 |
Acute pancreatitis without necrosis or infection | 6975 |
Mechanical complication of insulin pump | 6880 |
Hyperkalemia | 6310 |
Diabetic ketoacidosis with coma | 6245 |
Diabetic chronic kidney disease | 5970 |
Sepsis due to E. coli | 5845 |
Major depressive disorder, recurrent severe without psychotic features | 5790 |
Acute respiratory failure with hypoxia | 5720 |
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Variable | Total (n = 1,442,794) | CCD (n = 59,860) | No CCD (n = 1,382,934) | p-Value |
---|---|---|---|---|
Median age [IQR] | 40 [28 to 56] | 60 [48 to 70] | 39 [28 to 55] | <0.001 |
Female | 52.2% | 47.5% | 52.4% | <0.001 |
Race | <0.001 | |||
White | 65.0% | 74.9% | 64.6% | |
Black | 20.5% | 13.5% | 20.8% | |
Hispanic | 10.2% | 7.1% | 10.3% | |
Asian or Pacific Islander | 1.2% | 1.5% | 1.2% | |
Native American | 0.8% | 0.6% | 0.8% | |
Other | 2.3% | 2.4% | 2.3% | |
Smoking | 1.6% | 1.1% | 1.6% | <0.001 |
Alcohol misuse | 2.3% | 1.4% | 2.3% | <0.001 |
Elective | 9.6% | 7.8% | 9.7% | <0.001 |
Weekend admission | 24.0% | 23.2% | 24.0% | 0.047 |
Season of admission | <0.001 | |||
Spring | 25.0% | 26.2% | 24.9% | |
Summer | 24.8% | 25.1% | 24.8% | |
Fall | 25.1% | 23.5% | 25.2% | |
Winter | 25.2% | 25.2% | 25.1% | |
Year | <0.001 | |||
2016 | 24.2% | 29.6% | 24.0% | |
2017 | 24.9% | 23.7% | 25.0% | |
2018 | 25.3% | 23.2% | 25.4% | |
2019 | 25.5% | 23.5% | 25.6% | |
Hospital bed size | <0.001 | |||
Small | 20.2% | 17.0% | 20.4% | |
Medium | 28.3% | 27.6% | 28.3% | |
Large | 51.5% | 55.5% | 51.3% | |
Primary expected payer | <0.001 | |||
Medicare | 33.7% | 55.4% | 32.7% | |
Medicaid | 29.3% | 14.% | 30.% | |
Private insurance | 25.9% | 25.5% | 27.% | |
Self-pay | 7.% | 2.7% | 7.2% | |
No charge | 0.5% | 0.2% | 0.5% | |
Other | 2.6% | 2.3% | 2.6% | |
ZIP income quartile | <0.001 | |||
1st–25th | 33.7% | 28.9% | 33.9% | |
26th–50th | 27.3% | 26.8% | 27.3% | |
51st–75th | 23.0% | 24.9% | 22.9% | |
76th–100th | 16.0% | 19.4% | 15.9% | |
Obesity | 10.5% | 18.2% | 10.1% | <0.001 |
Hypertension | 55.5% | 83.3% | 54.3% | <0.001 |
Hyperlipidemia | 33.1% | 64.5% | 31.7% | <0.001 |
Previous myocardial infarction | 6.2% | 16.4% | 5.8% | <0.001 |
Previous stroke | 7.1% | 16.2% | 6.7% | <0.001 |
Previous heart failure | 8.6% | 28.6% | 7.8% | <0.001 |
Chronic kidney disease | 62.5% | 74.3% | 61.8% | <0.001 |
Chronic lung disease | 14.9% | 19.1% | 14.7% | <0.001 |
Cancer | 3.2% | 3.7% | 3.2% | 0.002 |
Dementia | 2.4% | 4.4% | 2.4% | <0.001 |
Mean length of stay (SD) | 4.7 ± 6.4 | 5.7 ± 7.0 | 4.6 ± 6.3 | <0.001 |
Median length of stay [IQR] | 3 [2 to 5] | 4 [2 to 7] | 3 [2 to 5] | <0.001 |
Mean cost (SD) | USD 12,333 ± 19,111 | USD 21,802 ± 26,970 | USD 11,924 ± 18,588 | <0.001 |
Median cost [IQR] | USD 7271 [4478 to 13,183] | USD 13,762 [7551 to 26,071] | USD 7113 [4415 to 12,737] | <0.001 |
In-hospital mortality | 1.2% | 4.1% | 1.1% | <0.001 |
Primary CCD Diagnosis | Median Length of Stay [IQR] | Mean Length of Stay (SD) | Median Cost [IQR] | Mean Cost (SD) |
---|---|---|---|---|
Right-sided heart valve disease | 12 [7 to 16] | 12.0 ± 5.7 | USD 54,433 [20,422 to 118,324] | 69,373 ± 67,825 |
Endocarditis | 9 [6 to 15] | 13.7 ± 14.3 | USD 22,182 [12,546 to 51,258] | 36,825 ± 38,876 |
Subarachnoid hemorrhage | 9 [5 to 16] | 11.4 ± 10.0 | USD 36,428 [23,138 to 65,209] | 53,927 ± 54,180 |
Mitral valve disease | 8 [4 to 11] | 9.9 ± 9.4 | USD 50,207 [33,881 to 71,083] | 62,531 ± 54,586 |
Intracranial hemorrhage | 5 [3 to 9] | 8.5 ± 10.7 | USD 16,132 [9313 to 30,006] | 28,669 ± 36,988 |
Aortic valve disease | 5 [2 to 8] | 6.4 ± 6.5 | USD 44,320 [32,266 to 58,626] | 48,649 ± 32,260 |
Pulmonary embolism | 4 [2 to 7] | 5.9 ± 13.7 | USD 9,521 [5,947 to 16,286] | 16,172 ± 26,635 |
Acute myocardial infarction | 4 [2 to 7] | 5.7 ± 6.0 | USD 18,893 [11,103 to 31,815] | 26,128 ± 26,329 |
Heart failure | 4 [2 to 7] | 5.7 ± 5.4 | USD 8857 [5534 to 14,987] | 13,866 ± 20,559 |
Cardiomyopathy | 3 [2 to 7] | 6.6 ± 15.2 | USD 12,842 [9101 to 30,014] | 37,515 ± 89,745 |
Cerebral infarction | 3 [2 to 6] | 5.3 ± 6.6 | USD 10,453 [6815 to 17,214] | 15,701 ± 19,648 |
Acute pericarditis | 3 [2 to 5] | 4.5 ± 4.7 | USD 8370 [5382 to 14,856] | 11,972 ± 9917 |
2°/3° AV block | 3 [2 to 5] | 4.4 ± 4.1 | USD 18,398 [12,151 to 28,144] | 21,758 ± 15,220 |
Atrial fibrillation/flutter | 3 [1 to 4] | 3.3 ± 3.1 | USD 7061 [4368 to 13,564] | 11,623 ± 12,408 |
Myocarditis | 3 [1 to 4] | 2.7 ± 1.6 | USD 15,778 [8954 to 19,741] | 14,778 ± 6901 |
Angina | 2 [1 to 3] | 2.1 ± 1.5 | USD 7594 [4694 to 10,125] | 9209 ± 7220 |
Primary Diagnosis of CCD | Odds Ratio (95%CI) * | p-Value |
---|---|---|
Intracranial hemorrhage | 17.37 (12.68–23.79) | <0.001 |
Pulmonary embolism | 4.39 (2.70–7.13) | <0.001 |
Endocarditis | 3.46 (1.22–9.84) | 0.020 |
Acute myocardial infarction | 2.31 (1.92–2.77) | <0.001 |
Cerebral infarction | 1.47 (1.04–2.09) | 0.030 |
Aortic valve disease | 0.95 (0.35–2.60) | 0.920 |
Heart failure | 0.86 (0.60–1.24) | 0.422 |
2°/3° AV block | 0.74 (0.23–2.36) | 0.627 |
Atrial fibrillation/flutter | 0.43 (0.19–0.97) | 0.043 |
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Kwok, C.S.; Qureshi, A.I.; Phillips, A.; Lip, G.Y.H.; Hanif, W.; Borovac, J.A. The Burden of Inpatient Hospitalizations with Cardiac and Cerebrovascular Diseases in Patients with Type 1 Diabetes: Insights from the National Inpatient Sample in the US. Diagnostics 2024, 14, 1607. https://doi.org/10.3390/diagnostics14151607
Kwok CS, Qureshi AI, Phillips A, Lip GYH, Hanif W, Borovac JA. The Burden of Inpatient Hospitalizations with Cardiac and Cerebrovascular Diseases in Patients with Type 1 Diabetes: Insights from the National Inpatient Sample in the US. Diagnostics. 2024; 14(15):1607. https://doi.org/10.3390/diagnostics14151607
Chicago/Turabian StyleKwok, Chun Shing, Adnan I. Qureshi, Anne Phillips, Gregory Y. H. Lip, Wasim Hanif, and Josip Andelo Borovac. 2024. "The Burden of Inpatient Hospitalizations with Cardiac and Cerebrovascular Diseases in Patients with Type 1 Diabetes: Insights from the National Inpatient Sample in the US" Diagnostics 14, no. 15: 1607. https://doi.org/10.3390/diagnostics14151607
APA StyleKwok, C. S., Qureshi, A. I., Phillips, A., Lip, G. Y. H., Hanif, W., & Borovac, J. A. (2024). The Burden of Inpatient Hospitalizations with Cardiac and Cerebrovascular Diseases in Patients with Type 1 Diabetes: Insights from the National Inpatient Sample in the US. Diagnostics, 14(15), 1607. https://doi.org/10.3390/diagnostics14151607