| Literature DB >> 32210904 |
Corey Ratcliffe1,2, Britta Wandschneider1,2, Sallie Baxendale1,2, Pamela Thompson1,2, Matthias J Koepp1,2, Lorenzo Caciagli1,2,3.
Abstract
Genetic generalized epilepsies (GGE), previously called idiopathic generalized epilepsies, constitute about 20% of all epilepsies, and include childhood absence epilepsy, juvenile absence epilepsy, juvenile myoclonic epilepsy, and epilepsy with generalized tonic-clonic seizures alone (CAE, JAE, JME, and GGE-GTCS, respectively). GGE are characterized by high heritability, likely underlain by polygenetic mechanisms, which may relate to atypical neurodevelopmental trajectories. Age of onset ranges from pre-school years, for CAE, to early adulthood for GGE-GTCS. Traditionally, GGE have been considered benign, a belief contrary to evidence from neuropsychology studies conducted over the last two decades. In JME, deficits in executive and social functioning are common findings and relate to impaired frontal lobe function. Studies using neuropsychological measures and cognitive imaging paradigms provide evidence for hyperconnectivity between prefrontal and motor cortices, aberrant fronto-thalamo-cortical connectivity, and reduced fronto-cortical and subcortical gray matter volumes, which are associated with altered cognitive performance. Recent research has also identified associations between abnormal hippocampal morphometry and fronto-temporal activation during episodic memory. Longitudinal studies on individuals with newly diagnosed JME have observed cortical dysmaturation, which is paralleled by delayed cognitive development compared to the patients' peers. Comorbidities and cognitive deficits observed in other GGE subtypes, such as visuo-spatial and language deficits in both CAE and JAE, have also been correlated with atypical neurodevelopment. Although it remains unclear whether cognitive impairment profiles differ amongst GGE subtypes, effects may become more pronounced with disease duration, particularly in absence epilepsies. Finally, there is substantial evidence that patients with JME and their unaffected siblings share patterns of cognitive deficits, which is indicative of an underlying genetic etiology (endophenotype), independent of seizures and anti-epileptic medication.Entities:
Keywords: cognition; endophenotype; genetic generalized epilepsies; neuroimaging; neuropsychology
Year: 2020 PMID: 32210904 PMCID: PMC7076110 DOI: 10.3389/fneur.2020.00144
Source DB: PubMed Journal: Front Neurol ISSN: 1664-2295 Impact factor: 4.003
Cognitive tests employed in GGE studies.
| General intellectual ability | NART ( | Requires the reading of 50 British English words with irregular spelling and unpredictable pronunciation |
| Processing Speed | Grooved Pegboard ( | The participant is asked to place 25 pegs into 25 unique holes as quickly as possible (maximum time allowed: 3 min) |
| Trail Making Test: Time—part A ( | A series of numbers have to be connected in ascending order, using a continuous line, as quickly as possible | |
| (Digit–Symbol) Coding (WAIS) ( | Visual symbols have to be assigned to an appropriate number, according to a given code pairing, as quickly as possible | |
| Stroop: Color–Word ( | The maximum reading speed for color words and the naming speed of ink colors is recorded | |
| Attention | Alertness tasks ( | The subject is asked to press a button instantaneously after viewing a stimulus, with and without a warning cue |
| Vigilance task ( | The subject is asked to respond, as quickly as possible, to the omission of an expected switch of pattern between two squares. Testing lasts for 15 min | |
| Visual scanning task ( | The subject is asked to locate and react to a “critical stimulus” in a matrix of stimuli. The critical stimulus is not dissimilar enough from the other objects in the matrix so as to be obvious | |
| Posner Cueing task ( | The subject is asked to respond to a stimulus, located to one side of a fixation point. A cue, which can either be congruent or incongruent, is used to “set” the directional attention of the participants, requiring an attentional shift in a proportion of the trials | |
| Dexterity | Finger Tapping ( | The participant is asked to tap the index finger on a lever as quickly as possible within a 10 s interval |
| Semantic knowledge | Vocabulary (WAIS) ( | The participant is required to provide definitions for 33 unique words of increasing difficulty |
| Similarities (WAIS) ( | The subject is given 19 sets of word pairs and is asked to provide the common link (i.e., describe their relationship) | |
| Information (WAIS) ( | The subject is asked a series of general knowledge questions of increasing difficulty | |
| Visuo–spatial Abilities and Perceptual Reasoning | Block Design (WAIS) ( | The participant is presented with a series of spatial problem-solving tasks of increasing difficulty, involving red and white cubes |
| Matrix Reasoning (WAIS) ( | The subject is required to complete a matrix of abstract patterns with one image missing | |
| ROCF—Copy ( | The participant is required to copy freehand a visually presented complex line drawing | |
| Verbal generativity [Fluency can be considered an executive function reliant process, and is often included in executive function test batteries ( | Phonemic fluency—COWAT, “FAS Test” ( | The subject is asked to generate as many words as possible starting with a given letter (F/A/S) in 1 min |
| Semantic fluency—COWAT, “Animals, Fruit, and Vegetable Test” ( | The subject is asked to generate as many category-specific words as possible (e.g., animals, fruits, vegetables) in 1 min | |
| Expressive language (Naming) | McKenna Graded Naming test ( | The participant is asked to name 30 items presented as black and white line drawings of graded difficulty. |
| Boston Naming Test ( | The participant is asked to name 60 items presented as black and white line drawings of graded difficulty. | |
| Auditory Naming ( | The participant is asked to name 60 items based on verbal descriptions provided auditorily | |
| Working memory | Digit Span (WAIS) ( | The subject is required to repeat a set of numbers of increasing length in the correct order immediately upon presentation; this is followed by a second set in reverse order |
| Spatial Span (WMS—III) ( | The participant is asked to copy block-tapping sequences of increasing length. Each trial, the number of taps required to complete a sequence increases by one | |
| Verbal learning and memory | AMIPB: List learning ( | The participant is required to learn a 15-item word list, presented auditorily over five trials, and recall that after a 15-item distracting list |
| CVLT ( | The participant is required to learn a 16-item word list over five trials and recall that after a 16-item distracting list, a long delay, and via a recognition task | |
| Logical memory I and II (WMS) ( | The participant is required to recall an orally presented prose passage immediately (Condition I) and after a long delay (Condition II). A recognition task is incorporated in the delayed recall subtest | |
| Non–verbal Learning and Memory | AMIPB: Design learning ( | The subject is asked to reproduce a 9-element design on a 4 × 4 grid over five consecutive trials, and again following a distracting design |
| ROCF—Recall ( | The subject is asked to copy a complex figure and then reproduce it from memory, shortly after presentation and after a 30 min delay' interval | |
| Designs I and II (WMS) ( | The participant is presented with a series of unfamiliar designs. Short and long-term recall are measured by conditions I and II, respectively. The latter also probes visual recognition | |
| Executive Functions | Stroop: Interference ( | The subject is asked to name the ink color of color words written in incongruent color. Used as a measure of response inhibition. |
| Trail Making Test: Task–switching ( | The subject is asked to connect numbers and letters of the alphabet in sequence, alternating between letters and numbers, as quickly as possible. Used as a measure of cognitive flexibility. | |
| Five Points ( | The subject is asked to create as many unique shapes as possible in 5 min, by connecting five symmetrical dots with straight lines. Used as a measure of strategy formation | |
| Tower of London ( | The subject is asked to move colored shapes between three pegs in the minimum number of moves to achieve the required solution. Used as a measure of planning ability | |
| Wisconsin Card Sorting test ( | Participants are asked to match cards in a stimulus set, but are not explicitly provided with rules. They are, however, told whether a match is correct. Cards are then sorted based on the implicit rules defined by the participant. The rules are then changed, and the participant is required to reformulate rules. Used as a measure of cognitive flexibility | |
| Hayling sentence completion ( | The subject is asked to complete 15 sentences, each missing the last word, with an appropriate word. Subsequently, there are 15 sentences and the subject is required to provide a word that renders the sentence meaningless. Provides measures of response initiation and suppression, respectively | |
| Porteus Maze test ( | The participant is asked to complete a set of variably complex mazes under time constraints. Used as a measure of planning ability | |
| Visual/Verbal test ( | The subject is shown 42 cards, each depicting four objects, and asked to create a rule unifying three of the images on the card. They are then asked to create another one. Used as a measure of concept formation and cognitive flexibility | |
| Iowa Gambling task ( | The participant is asked to win as much money as possible, by choosing from four decks of cards associated with variable gains and losses. Performance is dependent on reinforcement learning and identification of decks associated with advantageous choices. Used as a measure of decision making | |
| Ruff Figural Fluency Test ( | The subject is asked to connect dots to create as many unique patterns as possible in 60 s. Used to measure strategy formation and non-verbal fluency |
AMIPB, Adult Memory and Information Processing Battery; COWAT, Controlled Oral Word Association Test; CVLT, California Verbal Learning Test; NART, National Adult Reading Test; ROCF, Rey–Osterrieth Complex Figure; WAIS, Wechsler Adult Intelligence Scale; WMS, Wechsler Memory Scale.
Studies investigating cognitive function in JME.
| Swartz et al. ( | C | 9/15 | 28.0 (4.0) | 9–20 | N/A | Mixed | 1. Working memory | 1. Attention | FDG-PET |
| Devinsky et al. ( | C | 15/15 | 34.3 (N/A) | 14.6 (N/A) | 19.8 (N/A) | Mixed | 1. Processing Speed# | 1. Dexterity# | N/A |
| Sonmez et al. ( | C | 35/35 | 21.7 (4.5) | <25 | 7.2 (4.7) | Polytherapy | 1. Visuo-spatial Perception (Cube Copying, Clock Drawing | 1. IQ | N/A |
| Kim et al. ( | C | 27/27 | 16–29 | 12–23 | 0.4–9 | Drug-naïve | 1. Processing Speed | 1. General Cognitive Abilities | N/A |
| Pascalicchio et al. ( | C | 50/50 | 26.2 (7.4) | N/A | 13.8 (8.5) | Monotherapy (VPA) | 1. General Cognitive Abilities (IQ, VIQ, PIQ) | 1. Semantic Knowledge (Information, Similarities) | N/A |
| Piazzini et al. ( | C | 50/40 | 37.3 (10.5) | 19.0 (13.3) | 18.3 (9.9) | Mixed | 1. Phonemic Fluency | 1. General Cognitive Abilities (IQ) | N/A |
| Iqbal et al. ( | C | 8/16 | 28.1 (6.7) | N/A | N/A | Mixed | 1. Phonemic Fluency | 1. Processing Speed | N/A |
| Roebling et al. ( | C | 19/20 | 24.2 (9.9) | N/A | N/A | Mixed | 1. Phonemic Fluency | 1. Processing Speed | VBM and Working Memory fMRI |
| Wandschneider et al. ( | C | 19/42 | 25.5 (9.6) | N/A | 11.1 (10.8) | Mixed | 1. Attention | 1. Working Memory (Verbal) | N/A |
| O'Muircheartaigh et al. ( | C | 28/55 | 33.6 (10.1) | 14.4 (3.4) | 20.2 (10.3) | Mixed | 1. Semantic Knowledge (Similarities) | 1. General Cognitive Abilities | VBM |
| Kim et al. ( | C | 25/30 | 25.3 (7.6) | 14.7 (3.1) | 10.6 (7.7) | Mixed | 1. Processing Speed | 1. General Cognitive Abilities | Diffusion MRI |
| Moschetta and Valente ( | C | 42/42 | 26.6 (8.4) | 14.0 (4.4) | 17.8 (N/A) | Monotherapy (VPA) | 1. Processing Speed | N/A | N/A |
| Jackson et al. ( | C | 26/72 | 14.6 (3.1) | 13.2 (4.1) | 8.5 (3.5) (months) | 96% Monotherapy | 1. Processing Speed | 1. General Cognitive Abilities (VIQ, PIQ) | N/A |
| Lin et al. ( | C | 56/42 | 26.5 (9.0) | 12.5 (4.6) | 14.3 (10.0) | Mixed | N/A | 1. General Cognitive Abilities | MRI |
| Wandschneider et al. ( | C | 21/11 | 33.5 (22–64) | N/A | N/A | Mixed | N/A | 1. Processing Speed | Working Memory fMRI |
| Zamarian et al. ( | C | 22/33 | 26.0 (18–50) | 14.0 (1–20) | 11.5 (3–45) | Mixed | 1. Processing Speed | 1. Attention | N/A |
| Thomas et al. ( | C | 60# | 31.0 (19–67) | 12.0 (8–15) | 21.0 (10–31) | Mixed (Refractory to VPA) | 1. General Cognitive Abilities (FSIQ, VIQ, PIQ) | 1. Abstract Reasoning (Matrix Reasoning) | N/A |
| Iqbal et al. ( | C | 22/44 | 26.7 (7.3) | N/A | N/A | Mixed | 1. Dexterity (dominant hand) | 1. General Cognitive Abilities | N/A |
| Giorgi et al. ( | C | 20/20 | 26.7 (6.6) | 14.0 (3.8) | 12.7 (8.4) | Mixed | 1. Processing Speed | 1. Phonemic Fluency | N/A |
| Valente et al. ( | C | 57/44 | 27.4 (8.2) | N/A | N/A | Monotherapy (VPA) | 1. Processing Speed | N/A | N/A |
| Abarrategui et al. ( | C | 19/21 | 33.0 (8.1) | 14.0 (12–16) | 18.0 (14–25) | Mixed | 1. Processing Speed | 1. General Cognitive Abilities | N/A |
| Rzezak et al. ( | C | 79/69 | 27.3 (8.4) | N/A | N/A | Mixed | 1. Processing Speed | N/A | |
| Sezikli et al. ( | C | 45/15 | 22.9 (6.8) | 15.6 (4.1) | 7.2 (5.6) | Monotherapy (VPA) | 1. Processing Speed (Trail Making A) | 1. Processing Speed (Stroop CW) | N/A |
| Unterberger et al. ( | C | 36/38 | 25.3 (5.3) | 14.3 (3.4) | N/A | Mixed | 1. Processing Speed | 1. General Cognitive Abilities (VIQ) | N/A |
| Paiva et al. ( | C | 35/39 | 29.0 (9.1) | 15.7 (5.2) | 13.7 (9.4) | Mixed | 1. Executive Functions (Risk taking) | 1. Executive Functions (Decision Making under ambiguity) | N/A |
Studies are listed in chronological order. Unless specified otherwise, age, age of epilepsy onset and disease duration are reported as mean values in years, or as ranges, if provided in such format by the original reference.
Median (range).
Median (interquartile range).
Studies employing video-EEG during neuropsychological testing. C, Cross-sectional design; CW, Color-Word (Stroop test); IQ, Intelligence Quotient; PIQ, Performance Intelligence Quotient; VBM, Voxel-Based Morphometry; VIQ, Verbal Intelligence Quotient; VPA, Sodium Valproate.
In Devinsky et al. (.
Studies investigating cognitive function in AE.
| Pavone et al. ( | C | 16/16 | 9.2 (3.0) | 5.3 (3–8) | N/A | Mixed | 1. General Cognitive Abilities (IQ) | 1. Semantic Knowledge | N/A |
| Henkin et al. ( | C | 12/20 | 14.4 (1.83) | 7.2 (4–11) | N/A | Monotherapy (VPA) | 1. Attention | 1. Dexterity | N/A |
| Caplan et al. ( | C | 69/103 | 9.6 (2.5) | 6.2 (2.5) | 3.5 (2.8) | Mixed | 1. General Cognitive Abilities (FSIQ, PIQ, VIQ) | N/A | N/A |
| Caplan et al. ( | C | 78/102 | N/A | N/A | N/A | Mixed | Same as above | Same as above | N/A |
| Conant et al. ( | C | 16/29 | 8.0 (1.3) | 4–8 | 13.8 (8.5) | Mixed | 1. Dexterity | 1. Processing Speed | N/A |
| Vega et al. ( | C | 38/46 | 10.5 (2.3) | 6.9 (2.8) | 3.4 (2.7) | Mixed | 1. Attention | N/A | N/A |
| Tosun et al. ( | C | 24/28 | 9.2 (2.2) | 7.0 (2.0) | 2.3 (2.2) | Mixed | 1.General Cognitive Abilities (FSIQ, VIQ) | 1.General Cognitive Abilities (PIQ) | SBM |
| D'Agati et al. ( | C | 15/15 | 11.4 (2.2) | 8.8 (1.7) | 2.7 (1.3) | Monotherapy (VPA) | 1. Processing Speed | 1. Working Memory | N/A |
| Kernan et al. ( | C | 31/51 | 9.0 (2.0) | 6.0 (2.0) | 3.0 (2.0) | Mixed | 1. Verbal Learning and Memory (CLVT and Stories) | 1. General Cognitive Abilities | N/A |
| Jackson et al. ( | C | 11/72 | 12.2 (3.5) | 11.2 (3.5) | 9.7 (3.2) (months) | Mixed | 1. General Cognitive Abilities (VIQ, PIQ, Spelling) | 1. Processing Speed | N/A |
| Masur et al. ( | L | 446/N/A | N/A | N/A | N/A | Mixed | 1. Attention | 1. General Cognitive Abilities | N/A |
| Cheng et al. ( | C | 37/37 | 8.0 (2.3) | 6.2 (1.5) | N/A | Mixed | 1. General Cognitive Abilities | 1. Visuo-spatial Perception | N/A |
| Cheng et al. ( | C | 35/33 | 7.3 (1.3) | 6.7 (1.3) | 7.0 (7.0) (months) | Drug-naïve | 1. General Cognitive Abilities | 1. Processing Speed | N/A |
Studies are listed in chronological order. Unless specified otherwise, age, age of epilepsy onset and disease duration are reported as mean values in years, or as ranges, if provided in such format by the original reference.
Mean (Range);
Median (Range). C, Cross-sectional design; CVLT, California Verbal Learning Test; FSIQ, Full-Scale Intelligence Quotient; IQ, Intelligence Quotient; L, Longitudinal design; PIQ, Performance Intelligence Quotient; SBM, Surface-Based Morphometry; VIQ, Verbal Intelligence Quotient; VPA, Sodium Valproate. In the “AED Status” column, “Mixed” is given for studies where AED use was not restricted to a single regimen (i.e., monotherapy, polytherapy, or drug-naïve). Kadish et al. (.
Studies investigating imaging correlates of cognitive function in JME and AE.
| Swartz et al. ( | C | 9/14 | 28.0 (4.0) | 9–20 | N/A | Polytherapy | FDG-PET− |
| Savic et al. ( | C | 26/10 | 30.6 (7.7) | 13.6 (3.0) | 17.2 (8.2) | Mixed | MR Spectroscopy—Reduced processing speed and cognitive flexibility scores in JME patients with lower frontal lobe N-Acetyl Aspartate concentration |
| McDonald et al. ( | C | 10/14 | 27.9 (4.7) | N/A | N/A | N/A | FDG-PET—No frontal hypometabolism in JME. Bilateral orbito-frontal and premotor metabolism related to non-verbal fluency, bilateral frontal hypometabolism associated with mental flexibility |
| Pulsipher et al. ( | C | 20/51 | 15.5 (2.8) | 14.5 (3.0) | 8.9 (3.7) (months) | Mixed | Structural MRI—Smaller thalamic volumes and increased frontal cerebrospinal fluid in JME. Thalamic volumes related to cognitive flexibility in the JME and control groups, frontal gray matter associated with cognitive flexibility and response inhibition in the JME group only |
| Roebling et al. ( | C | 19/20 | 24.2 (9.9) | N/A | N/A | Mixed | Structural MRI and working memory fMRI—No gray matter volume differences between patients with JME and controls, and no intergroup activation differences during a verbal and a visuo-spatial working memory task |
| O'Muircheartaigh et al. ( | C | 28/55 | 33.6 (10.1) | 14.4 (3.4) | 20.2 (10.3) | Mixed | Structural MRI—in JME, fractional anisotropy of anterior SMA positively correlated with naming performance, fractional anisotropy and gray matter volume of the posterior cingulate cortex negatively correlated with processing speed |
| Vollmar et al. ( | C | 30/26 | 32.8 (9.9) | N/A | N/A | Mixed | Working memory fMRI−1) abnormal co-activation of motor cortex and SMA with high cognitive load, and 2) impaired deactivation of the default-mode network in JME |
| Kim et al. ( | C | 25/30 | 25.3 (7.6) | 14.7 (3.1) | 10.6 (7.7) | Mixed | DTI—Impairment of processing speed, phonemic fluency, working memory, cognitive flexibility, and response inhibition in JME not correlated with fractional anisotropy or mean diffusivity abnormalities |
| O'Muircheartaigh et al. ( | C | 28/27 | 34.1 (9.9) | 14.8 (2.7) | 8.7 (11.5) | Mixed | Language fMRI—Phonemic fluency scores associated with attenuation of thalamocortical connectivity during verbal fluency paradigm, which was defective in JME |
| Lin et al. ( | C | 56/42 | 26.5 (9.0) | 12.5 (4.6) | 14.3 (10.0) | Mixed | Structural MRI—In JME, hippocampal volumes associated with performance on tests of semantic knowledge, phonemic fluency, verbal memory and learning |
| Wandschneider et al. ( | C | 21/11 | 33.5 (22–64) | N/A | N/A | Mixed | fMRI—Poor decision-making associated with bilateral dorsolateral frontal activation in JME, and with reduced DMN deactivation in controls. Performance in JME patients with ongoing seizures negatively correlated with dorsolateral frontal activation. Non-learners had stronger activation of pre-SMA, left dorsolateral frontal cortex, and right superior frontal gyrus than learners |
| Lin et al. ( | L | 19/57 | 14.9 (0.7) | 14.0 (0.7) | 8.4 (0.9) | Mixed | MRI—Lower longitudinal improvement in IQ, processing speed, and response inhibition scores in JME related to attenuation of the expected cortical thinning and surface area reduction in fronto-temporo-parietal association areas |
| Caeyenberghs et al. ( | C | 35/35 | 26.8 (7.8) | 15.0 (3.5) | 15.2 (8.8) | Mixed | Structural MRI—Tractography-based connectivity between right precuneus and left postcentral gyrus positively correlated with VIQ, naming, abstract reasoning, and verbal memory. Connectivity between right hippocampus and right postcentral gyrus also associated with abstract reasoning. |
| Caciagli et al. ( | C | 37/36 | 32.0 (14.0) | 15.0 (4.0) | 19.0 (16.0) | Mixed | Structural MRI—IQ and memory scores not associated with hippocampal malrotation in JME. Memory fMRI—Abnormal mesiotemporal and dorsolateral frontal activation in all JME patients during verbal memory, reorganized mesiotemporal activation for visual memory in JME with hippocampal malrotation only |
| Caplan et al. ( | C | 26/37 | 9.7 (2.1) | 6.9 (2.1) | 2.2 (2.3) | Mixed | Structural MRI—Gray matter volume loss in left orbital frontal gyrus and bilateral temporal lobes in CAE. Volume of these areas related to IQ in controls, not in patients. |
| Killory et al. ( | C | 26/22 | 12.0 (4.0) | N/A | N/A | Mixed | EEG-fMRI—Decreased medial frontal fMRI activation associated with poorer continuous performance test results in CAE. Concomitant impaired connectivity within attentional networks in CAE compared to controls |
| Tosun et al. ( | C | 24/28 | 9.2 (2.2) | 7.0 (2.0) | 2.3 (2.2) | Mixed | Structural MRI (SBM) |
| Lin et al. ( | C | 21/27 | 9.6 (2.1) | 7.0 (2.1) | 2.6 (2.5) | Mixed | Structural MRI—in CAE, no association between thalamic volumes and cognitive measures (IQ, SLQ), but negative correlation detected between left thalamic volume and scores on a social problem assessment scale. |
| Guo et al. ( | C | 39/ no controls | 9.9 (3.1) | N/A | 3.0 (2.5) | Medication withheld 48h prior to scanning | EEG-fMRI during tasks—Absence seizures with behavioral impairment during finger tapping and attention tasks associated with more marked fMRI signal increases in default-mode, fronto-parietal and thalamic-/sensory-motor network than seizures with no impairment in task performance. |
Studies are listed in chronological order. Unless specified otherwise, age, age of epilepsy onset and disease duration are reported as mean values in years, or as ranges, if provided in such format by the original reference.
Median (range).
Median (interquartile range).
Demographics are provided for the sample at baseline. C, Cross-sectional design; CAE, Childhood Absence Epilepsy; DMN, Default Mode Network; DTI, Diffusion Tensor Imaging; (f)MRI, (Functional) Magnetic Resonance Imaging; IQ, Intelligence Quotient; JME, Juvenile Myoclonic Epilepsy; L, Longitudinal Design; PIQ, Performance Intelligence Quotient; SBM, Surface Based Morphometry; SLQ, Spoken Language Quotient; SMA, Supplementary Motor Area; VIQ, Verbal Intelligence Quotient. Mixed AED status is given for studies where AED use was not restricted to a single regimen (i.e., monotherapy, polytherapy, or drug-naïve).