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Ali SF, Bornovski Y, Gopaul M, Galluzzo D, Goulet J, Argraves S, Jackson-Shaheed E, Cheung KH, Brandt CA, Altalib HH. Implementer report: ICD-10 code F44.5 review for functional seizure disorder. BMJ Health Care Inform 2023; 30:e100746. [PMID: 37730251 PMCID: PMC10514602 DOI: 10.1136/bmjhci-2023-100746] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 08/21/2023] [Indexed: 09/22/2023] Open
Abstract
OBJECTIVE The study aimed to measure the validity of International Classification of Diseases, 10th Edition (ICD-10) code F44.5 for functional seizure disorder (FSD) in the Veterans Affairs Connecticut Healthcare System electronic health record (VA EHR). METHODS The study used an informatics search tool, a natural language processing algorithm and a chart review to validate FSD coding. RESULTS The positive predictive value (PPV) for code F44.5 was calculated to be 44%. DISCUSSION ICD-10 introduced a specific code for FSD to improve coding validity. However, results revealed a meager (44%) PPV for code F44.5. Evaluation of the low diagnostic precision of FSD identified inconsistencies in the ICD-10 and VA EHR systems. CONCLUSION Information system improvements may increase the precision of diagnostic coding by clinicians. Specifically, the EHR problem list should include commonly used diagnostic codes and an appropriately curated ICD-10 term list for 'seizure disorder,' and a single ICD code for FSD should be classified under neurology and psychiatry.
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Affiliation(s)
- Sana F Ali
- Neurology, Yale School of Medicine, New Haven, Connecticut, USA
- Neurology, VA Connecticut Healthcare System West Haven VA Medical Center, West Haven, Connecticut, USA
- Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, Connecticut, USA
| | - Yarden Bornovski
- Neurology, Westchester Medical Center Health Network, Valhalla, New York, USA
| | - Margaret Gopaul
- Neurology, Yale School of Medicine, New Haven, Connecticut, USA
| | - Daniela Galluzzo
- Neurology, Westchester Medical Center Health Network, Valhalla, New York, USA
| | - Joseph Goulet
- Neurology, VA Connecticut Healthcare System West Haven VA Medical Center, West Haven, Connecticut, USA
- Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, Connecticut, USA
| | - Stephanie Argraves
- Neurology, VA Connecticut Healthcare System West Haven VA Medical Center, West Haven, Connecticut, USA
- Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, Connecticut, USA
| | - Ebony Jackson-Shaheed
- Department of Health and Human Services, Connecticut Department of Public Health, Bridgeport, Connecticut, USA
| | - Kei-Hoi Cheung
- Neurology, VA Connecticut Healthcare System West Haven VA Medical Center, West Haven, Connecticut, USA
- Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, Connecticut, USA
| | - Cynthia A Brandt
- Neurology, VA Connecticut Healthcare System West Haven VA Medical Center, West Haven, Connecticut, USA
- Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, Connecticut, USA
| | - Hamada Hamid Altalib
- Neurology, Yale School of Medicine, New Haven, Connecticut, USA
- Neurology, VA Connecticut Healthcare System West Haven VA Medical Center, West Haven, Connecticut, USA
- Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, Connecticut, USA
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Bornovski Y, Jackson-Shaheed E, Argraves S, Hitchins A, Tolchin B, Galluzzo D, Cheung KH, Goulet J, Skanderson M, Brandt CA, Pugh MJ, Altalib H. Suicide and Seizures: A National Cohort Study in Veterans. Neurol Clin Pract 2021; 11:372-376. [PMID: 34840864 DOI: 10.1212/cpj.0000000000001070] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 01/18/2021] [Indexed: 11/15/2022]
Abstract
Objective The increased rate of suicide associated with epilepsy has been described, but no studies have reported the rates of suicide and suicide-related behavior (SRB) associated with psychogenic nonepileptic seizures (PNESs). Methods This retrospective cohort study analyzed data from October 2002 to October 2017 within Veterans Health Administration services. Of 801,734 veterans, 0.09% had PNES, 1.37% had epilepsy, and 98.5% had no documented seizures. Veterans coded for completed suicide, suicide attempts, and suicidal ideation were identified from electronic health records. The primary measure was the suicide-specific standardized mortality ratio (SMR) based on the number of suicide deaths and CDC national suicide mortality database. A Poisson regression was used to calculate the relative risk (RR) of suicide across groups. Results A total of 1,870 veterans (mean age [SD] 33.76 [7.81] years) completed suicide. Veterans with PNES (RR = 1.75, 95% confidence interval [CI] 0.84-4.24) and veterans with epilepsy (RR = 2.19, 95% CI 2.10-2.28) had a higher risk of suicide compared with the general veteran population. Veterans with PNES or epilepsy had a higher risk of suicide and SRB if they had comorbid alcohol abuse, illicit drug abuse, major depression, posttraumatic stress disorder, and use of psychotropic medications. Conversely, those who were married or attained higher education were at a decreased risk. The SMR for completed suicide for PNES, epilepsy, and the comparison group was 2.65 (95% CI 1.95-5.52), 2.04 (95% CI 1.60-2.55), and 0.70 (95% CI 0.67-0.74), respectively. Conclusions Veterans with seizures (both psychogenic and epileptic) are at a greater risk of death by suicide and SRB than the comparison group. These findings suggest that although the pathophysiology of PNES and epilepsy is different, the negative impact of seizures is evident in the psychosocial outcomes in both groups.
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Affiliation(s)
- Yarden Bornovski
- Department of Neurology (YB, EJ-S, SA, BT, HA), Yale School of Medicine, New Haven, CT; University of Rochester Medical Center (AH); Westchester Medical Center (DG), NY; Connecticut VA Healthcare System (K-HC, JG, MS, CAB), West Haven; Department of Emergency Medicine (K-HC, JG, CAB), Yale School of Medicine, New Haven; and VA Salt Lake City Healthcare System (MJP), University of Utah
| | - Ebony Jackson-Shaheed
- Department of Neurology (YB, EJ-S, SA, BT, HA), Yale School of Medicine, New Haven, CT; University of Rochester Medical Center (AH); Westchester Medical Center (DG), NY; Connecticut VA Healthcare System (K-HC, JG, MS, CAB), West Haven; Department of Emergency Medicine (K-HC, JG, CAB), Yale School of Medicine, New Haven; and VA Salt Lake City Healthcare System (MJP), University of Utah
| | - Stephanie Argraves
- Department of Neurology (YB, EJ-S, SA, BT, HA), Yale School of Medicine, New Haven, CT; University of Rochester Medical Center (AH); Westchester Medical Center (DG), NY; Connecticut VA Healthcare System (K-HC, JG, MS, CAB), West Haven; Department of Emergency Medicine (K-HC, JG, CAB), Yale School of Medicine, New Haven; and VA Salt Lake City Healthcare System (MJP), University of Utah
| | - Adrianna Hitchins
- Department of Neurology (YB, EJ-S, SA, BT, HA), Yale School of Medicine, New Haven, CT; University of Rochester Medical Center (AH); Westchester Medical Center (DG), NY; Connecticut VA Healthcare System (K-HC, JG, MS, CAB), West Haven; Department of Emergency Medicine (K-HC, JG, CAB), Yale School of Medicine, New Haven; and VA Salt Lake City Healthcare System (MJP), University of Utah
| | - Benjamin Tolchin
- Department of Neurology (YB, EJ-S, SA, BT, HA), Yale School of Medicine, New Haven, CT; University of Rochester Medical Center (AH); Westchester Medical Center (DG), NY; Connecticut VA Healthcare System (K-HC, JG, MS, CAB), West Haven; Department of Emergency Medicine (K-HC, JG, CAB), Yale School of Medicine, New Haven; and VA Salt Lake City Healthcare System (MJP), University of Utah
| | - Daniela Galluzzo
- Department of Neurology (YB, EJ-S, SA, BT, HA), Yale School of Medicine, New Haven, CT; University of Rochester Medical Center (AH); Westchester Medical Center (DG), NY; Connecticut VA Healthcare System (K-HC, JG, MS, CAB), West Haven; Department of Emergency Medicine (K-HC, JG, CAB), Yale School of Medicine, New Haven; and VA Salt Lake City Healthcare System (MJP), University of Utah
| | - Kei-Hoi Cheung
- Department of Neurology (YB, EJ-S, SA, BT, HA), Yale School of Medicine, New Haven, CT; University of Rochester Medical Center (AH); Westchester Medical Center (DG), NY; Connecticut VA Healthcare System (K-HC, JG, MS, CAB), West Haven; Department of Emergency Medicine (K-HC, JG, CAB), Yale School of Medicine, New Haven; and VA Salt Lake City Healthcare System (MJP), University of Utah
| | - Joseph Goulet
- Department of Neurology (YB, EJ-S, SA, BT, HA), Yale School of Medicine, New Haven, CT; University of Rochester Medical Center (AH); Westchester Medical Center (DG), NY; Connecticut VA Healthcare System (K-HC, JG, MS, CAB), West Haven; Department of Emergency Medicine (K-HC, JG, CAB), Yale School of Medicine, New Haven; and VA Salt Lake City Healthcare System (MJP), University of Utah
| | - Melissa Skanderson
- Department of Neurology (YB, EJ-S, SA, BT, HA), Yale School of Medicine, New Haven, CT; University of Rochester Medical Center (AH); Westchester Medical Center (DG), NY; Connecticut VA Healthcare System (K-HC, JG, MS, CAB), West Haven; Department of Emergency Medicine (K-HC, JG, CAB), Yale School of Medicine, New Haven; and VA Salt Lake City Healthcare System (MJP), University of Utah
| | - Cynthia A Brandt
- Department of Neurology (YB, EJ-S, SA, BT, HA), Yale School of Medicine, New Haven, CT; University of Rochester Medical Center (AH); Westchester Medical Center (DG), NY; Connecticut VA Healthcare System (K-HC, JG, MS, CAB), West Haven; Department of Emergency Medicine (K-HC, JG, CAB), Yale School of Medicine, New Haven; and VA Salt Lake City Healthcare System (MJP), University of Utah
| | - Mary Jo Pugh
- Department of Neurology (YB, EJ-S, SA, BT, HA), Yale School of Medicine, New Haven, CT; University of Rochester Medical Center (AH); Westchester Medical Center (DG), NY; Connecticut VA Healthcare System (K-HC, JG, MS, CAB), West Haven; Department of Emergency Medicine (K-HC, JG, CAB), Yale School of Medicine, New Haven; and VA Salt Lake City Healthcare System (MJP), University of Utah
| | - Hamada Altalib
- Department of Neurology (YB, EJ-S, SA, BT, HA), Yale School of Medicine, New Haven, CT; University of Rochester Medical Center (AH); Westchester Medical Center (DG), NY; Connecticut VA Healthcare System (K-HC, JG, MS, CAB), West Haven; Department of Emergency Medicine (K-HC, JG, CAB), Yale School of Medicine, New Haven; and VA Salt Lake City Healthcare System (MJP), University of Utah
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