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Table 2 Study characteristics

From: The burden of illness in Lennox–Gastaut syndrome: a systematic literature review

Study, year (Publication type) Country Database

Study type and source of data

Time period

Population: Number

Definition of LGS

Characteristics: Age, mean (SD; median [range]), years; Male, %

Outcomes

Burden-of-illness/costs and resource

Piña-Garza [46] (Full)

USA

MEDLINE and Embase

Retrospective insurance claims analysis: Medicaid multi-state database of six states

Observation period: mean (SD): 11.1 (4.5) years (1997/98–2012/13)

Probable LGS:

N=14,712

≥2 medical claims ≥30 days apart for specified epilepsy or unspecified epilepsy (ICD-9-CM codes)

Machine-learning technique based on a number of clinical variables (including use of rufinamide during the testing & training period)

16.3 (15.7); 52.5% male

Epidemiology

Resource

Direct costs

Strzelczyk 2021 [47](Full)

Germany

MEDLINE, Embase and APA PsycInfo

Retrospective insurance claims analysis: Vilua Healthcare research database, entries for >4 million people i.e ~5% of the German population

10 years (2007–2016)

Broad LGS:

N=545

Narrow LGS:

N=102

Broad definition: Algorithm considering:

≥1 ICD-10 diagnosis of G40 (epilepsy)/G41 (status epilepticus) and ≥1 claim of either rufinamide or felbamate (during the year of identification), OR

≥2 different ASMs in combination with ≥1 developmental delay diagnosis and no diagnosis code for competing etiologies

Narrow definition:

≥1 documented G40/G41 claim before their 6th birthday

Broad LGS: 31.4 [2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89]; 53% male

Narrow LGS:

7.4 [2,3,4,5,6,7,8,9,10,11,12,13,14]; 52% male

Epidemiology

Mortality

Resource

Direct costs

Chin 2021 [40] (Full)

UK

MEDLINE and Embase

Retrospective analysis using electronic medical records from healthcare databases: Primary care data (CPRD) linked to secondary care data (HES), and general population mortality data (ONS)

~31 years (1987–2018)

Follow-up: mean (SD; median [range]): 11.7 (8.2; 9.6 [0.2; 32.2]) years

Confirmed LGS: N=110

Probable LGS: N=146

Full cohort: N=256

Confirmed LGS:

CPRD read code for LGS

Probable LGS:

ICD-10 code/ CPRD read code for epilepsy

Rufinamide within a year of diagnosis

Confirmed LGS: 7.0 (10.0; 3.5 [0–61]); 66% male

Probable LGS: 8.9 (11.0; 4 [0–54]); 56% male

Full cohort: 8.1 (10.6; 4 [0–61]); 60% male

Epidemiology

Mortality

Resource

Reaven 2018 [54] (Full) (LGS vs controls)

USA

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Retrospective insurance claims analysis: Truven Health Analytics MarketScan®

Research Databases, entries for ~60 million people with commercial or Medicaid insurance coverage

2010–2015

Probable LGS:

Commercial: N=2270

Medicaid: N= 3749

A diagnosis code for refractory epilepsy and

A diagnosis code for developmental delay/intellectual disability and

A prescription for at least one selected ASM.

Excluded patients with diagnosis codes for conditions suggestive of other etiologies

Modified version of the algorithm developed by Piña-Garza et al [46] (above)

Commercial: 13 (9.8 [0–62]); 53.0% male

Medicaid: 13 (10.5 [0–60]); 52.9% male

Resource

Direct costs

Reaven 2019 [53] (Full)

(LGS vs other DEEs; seizure events vs no events)

USA

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Probable LGS:

Commercial: N=2269

Medicaid: N= 3730

Commercial: 13 (9.8 [0–62]); 53.0% male

Medicaid: 13 (10.5 [0–60]); 52.8% male

Stockl 2019 [56]

(Abstract) (Hospitalizations)

USA

Embase

Probable LGS: Commercial: N=2520

Medicaid: N=4613

As above, but also patients with an acute inpatient hospitalization (≥1 day LOS)

NR

Resource

Stockl 2019 [55] (Abstract)

(Commercial; Costs & Resource)

USA

Embase

Retrospective insurance claims analysis: IBM® MarketScan® Commercial & Medicaid databases

2015–2016

Probable LGS:

Commercial: N=1296

≥1 ASM claim and medical claims with ≥1 diagnosis code for LGS or refractory epilepsy or ≥1 claim for clobazam or rufinamide.

The LGS cohort required a diagnosis code for LGS or all of the following:

oooooo≥1 diagnosis code for refractory epilepsy

oooooo≥1 diagnosis code for intellectual disability/developmental delay,

ooooooNo diagnosis codes that preclude LGS

Commercial: 16.5; NR

Epidemiology

Resource (ASM use only)

Direct costs

Hollenack 2019 [52]

(Abstract)

(Medicaid; Costs & Resource

USA

Embase

2014–2015

Probable LGS:

Medicaid: N= 5186

Medicaid: 18.3; 58.2% male

Hollenack 2019 [41]

(Abstract)

(prevalence)

USA

Embase

Commercial: 2016– 2017

Medicaid: 2016

Probable LGS: Commercial: N=2273

Medicaid: N=4786

NR

François 2017 [51] (Full)

USA

MEDLINE

Retrospective insurance claims analysis: Truven Health MarketScan® claims databases, entries for >40 million people with commercial or Medicaid insurance coverage

2010–2014

LGS pre-clobazam initiation

Commercial/medicare: N=1384

Medicaid: N=1365

≥2 medical claims with a diagnosis of generalized convulsive or non-convulsive epilepsy ≥30 days apart, or ≥1 medical claim with a diagnosis of generalized convulsive epilepsy and ≥1 medical claim with a diagnosis of non-convulsive epilepsy (≥30 days apart (ICD-9-CM codes)

≥1 of the epilepsy diagnosis codes in the primary position

≥1 medical claim with a diagnosis for developmental disorder or cognitive impairment (ICD-9-CM codes)

Commercial/medicare: 31.0 (23.2); 49.3% male

Medicaid: 24.1 (17.9); 51.8% male

Resource

Direct costs

Umeno 2019 [57]

(Full)

Japan

Embase

Retrospective study on the use of the welfare system in children with DEEs in Japan

2015–2016

LGS: N=30

Children aged 0 to 16 years diagnosed at the Department of Child Neurology, Okayama University Hospital

NR

Resource (welfare system)

Epidemiology alone

Trevathan 1997 [44] (Full)

MADDS study

USA

MEDLINE and Embase

Population-based, cross-sectional study: (MADDS): a multiple-source, EEG laboratory-based, case

ascertainment system across Atlanta

1975–1977

Children with LGS: N=23

Epilepsy

Two or more seizure types that included tonic, atonic, atypical absence, and/or myoclonic seizures with multiple falls

Interictal EEG that demonstrated slow spike-wave discharges

NR; 73.9% male

Prevalence

Autry 2010 [48] (Full)

MADDS study

USA

1975–2001

LGS: N=34

NR; NR

Mortality

Sidenvall 1996 [43] (Full)

Northern Sweden

MEDLINE and Embase

Observational study: Active epilepsy assessed in children aged 0–16 years in an area of northern Sweden with ~ 250,000 inhabitants (~50,000 children)

1985–1986

LGS: N=9

Diagnosed using standard ILAE criteria

NR; NR

Prevalence

Rantala 1999 [42] (Full)

Finland

MEDLINE and Embase

Retrospective study: Children seen at the Department of Pediatrics University of Oulu

1976–1993

LGS: N=25

At least two types of the most common seizure types (tonic-axial, atonic, and absence seizures)

Slow spike waves

13.0 [6.5–17.9]; 56% male

Prevalence and incidence

Heiskala 1997 [45] (Full)

Finland

MEDLINE and Embase

Retrospective study: Health records from the Helsinki metropolitan area & the province of Uusimaa

1975–1985

LGS: N=75

A minimum of two types of typical though nonspecific epileptic seizures (e.g. astatic seizures, tonic seizures during sleep, and atypical absence seizures)

Mental deficiency

Bursts of diffuse slow spike-waves in the EEG

NR; NR

Incidence

Beilmann 1999 [39] (Full)

Estonia

MEDLINE

Observational study: Patients with epilepsy seen at the Tartu University Hospital, sourced through multiple methods

1995 –1997

NR

Diagnosed using standard ILAE criteria

NR; NR

Prevalence

HRQoL

Auvin 2021 [61] (Full)

UK and France

Observational study: On-line surveys

2018–2019

Patients and/or caregivers of individuals with DEEs estimated a patient’s health state from vignettes of hypothetical patients

NA

NA; NA

Patient HRQoL: quantitative (VAS)

Radu 2019 [62] (Abstract)

NR

Embase

Observational study: On-line surveys

2018

NA

NA; NA

Patient HRQoL: quantitative (VAS)

Gallop 2010 [58] (Full)

US, UK & Italy

MEDLINE, Embase and APA PsycInfo

Observational study: Open-ended interviews and HRQoL instruments

NR

Parents of patients

with LGS recruited through support groups and websites

(UK and US) and through clinicians (Italy): N=40

NR

12 [4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43]; 63% male

Caregiver HRQoL: Quantative (SF-36v2, HADS) and qualitative

Patient HRQoL: Qualitative

Murray 1993 [60] (Full)

Australia

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Observational study: Questionnaires & in-depth interviews

NR

Parents of patients with LGS who attended a self-help group: N=41

NR

13 [3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34]; NR

Caregiver HRQoL: Qualitative

Gibson 2014 [59] (Full)

USA

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Observational study: General experience and parent survey

NR

Parents of patients with LGS who had contacted a support hotline: N=96 surveys returned

NR

[3.5–36 years]; NR

Caregiver HRQoL: Qualitative

  1. ASM anti-seizure medication; CPRD Clinical Practice Research Datalink; DEE, developmental and epileptic encephalopathy; DS, Dravet syndrome; HADS, Hospital Anxiety and Depression Scale; HES, Hospital Episode Statistics; HRQoL, health-related quality of life; ILAE, International League Against Epilepsy; LGS, Lennox–Gastaut syndrome; LOS, length of stay; NA, non-applicable; MADDS, Metropolitan Atlanta Developmental Disabilities Study; NR, not reported; ONS, Office for National Statistics; SD, standard deviation; VAS, visual analogue scale