Aphasia is one of the most common post-stroke disabilities [1], and its incidence following first-ever stroke had been reported to be 30%–38% in hospitalized patients [2]. Traditionally, several areas of the brain are known to be responsible for language, such as Broca's and Wernicke's areas, and the transcortical and subcortical pathways which connect them [3]. However, lesions in other areas can also manifest features of aphasia, and many studies have been investigating the further brain lesions related to language network [45]. Advances in neuroimaging such as voxelwise lesion-behavior mapping (VLBM) and diffusion tensor imaging (DTI) have allowed us to locate these lesions [67], and these insights might be helpful in understanding the effects of the lesions; thus, enabling greater accuracy of clinical diagnosis and better management.

The aim of this study is to investigate the effect of the specific brain lesion site on prognosis and recovery of aphasia, along with assessment of the characteristic recovery pattern of subacute and chronic post-stroke aphasia.

A total of 15 patients were included in the study. Among them, there were 7 males and 8 females, with an average age of 55.27±18.07 years, ranging from 22 to 80 years. Patients underwent their initial K-WAB at a mean time period of 38.8±21.24 days (range, 15–90 days) after the onset of stroke, and the follow-up K-WAB at a mean time period of 185.8±69.70 days (range, 109–313 days) after the onset of stroke (Table 1). The average interval between the initial and the subsequent K-WAB assessments was 147.0±56.10 days (range, 94–257 days). The follow-up K-WAB results showed statistically significant improvement in three of the four subtests of K-WAB, including fluency, comprehension, and repetition. The most prominent improvement was noted in the comprehension aspect (Table 2).

The lesion overlap map for all 15 participants showed extensive coverage over the left hemisphere supplied by the middle cerebral artery (Fig. 1). The colors represent the frequency of overlapping.

Participants who showed more than 30% improvement in AQ by the time of the follow-up K-WAB (n=9) and those who did not show more than 30% improvement in AQ (n=6) were separated (Table 3). There was no significant difference in age and brain lesion volume categories between the two groups (p=0.328 and p=0.181, respectively). Subtraction of the lesion overlap map of the previous group from that of the latter group revealed a strong relationship with Broca's area, inferior prefrontal gyrus, and premotor cortex, and a less strong relationship with Wernicke's area and superior and middle temporal gyri in the left hemisphere (Fig. 2).

Then, the participants whose AQ in the follow-up K-WAB was equal to or higher than 50 (n=6) and those whose AQ in the follow-up K-WAB was less than 50 (n=9) were separated (Table 4). There was no significant difference in age and brain lesion volume categories between the two groups (p=0.607 and p=0.689, respectively). Subtraction of the lesion overlap map of the previous group from that of the latter group revealed a strong relationship with Broca's area and superior temporal gyrus, and a less strong relationship with Wernicke's area, prefrontal cortex, and inferior frontal gyrus in the left hemisphere (Fig. 3).

Our results indicate that involvement of Broca's area, the motor center of speech, and superior temporal gyrus, the comprehension center, is related to poor long-term outcome of aphasia in left hemisphere stroke [12]. Meanwhile, involvement of inferior prefrontal gyrus, which plays an important role in semantic processing [1314], and premotor cortex, which is associated with apraxia of speech, may not determine the prognosis of aphasia, but impedes recovery of aphasia [15]. Also, Broca's area is not only associated with poor prognosis, but also with rate or recovery of aphasia. Clinically, treatment with a focus on recovering semantic language or improving apraxia of speech can be attempted for optimal recovery in aphasic patients with damage to the inferior prefrontal gyrus or premotor cortex. Further studies involving such treatment modalities are promising, and they may be helpful in understanding the interrelationship between longterm outcome and recovery rate or pattern of aphasia.

Recent studies have revealed that impairment in many other brain sites beyond the classical Broca's or Wernicke's areas may be closely related to aphasia [16]. With respect to the role of premotor cortex in the language pathway, many recent studies have reported the involvement of motor areas in speech perception [17]. Left premotor cortex is involved in transforming perceived sounds into motor representations, with aid of bilateral superior temporal cortex [17]. In addition, in rhesus, the ventrolateral prefrontal cortex is thought to be part of a circuit involved in representing vocalizations and other auditory objects [18]. In the study by Eickhoff et al. [19], the final output of speech production is sent to the premotor cortex, and it converts movement patterns into muscle-specific commands. Furthermore, studies using perfusion-weighted imaging, structural MRI analysis, and functional imaging with FDG-PET have shown that damage or hypoperfusion in the inferior frontal gyrus and lateral premotor cortex strongly predicts apraxia of speech [20].

However, improved neuroimaging methods and analysis prove that both functional and structural connectivity within the speech network differ in persons [20]. Since aphasia is a multi-dimensional disorder in which patient profiles reflect variation along multiple behaviors, it may be mandatory to approach aphasia under multiple core factors such as phonology, semantics, and cognition [6]. With the use of principle components analysis and voxelbased lesion-symptom mapping (VLSM), Butler et al. [6] proved that the phonological aspect of post-stroke aphasia was uniquely correlated with damage to the left mid to posterior superior temporal gyrus, middle temporal gyrus, superior temporal sulcus, Heschl's gyrus, and arcuate fasciculus component of the dorsal language route. Furthermore, the semantic aspect of aphasia was uniquely related to the left anterior middle temporal gyrus, and the ventral language route.

In our study, only 12 of the 15 participants had been tested for cognitive function using the Mini-Mental State Examination (MMSE) within the first 2 months after the onset of stroke, and follow-up MMSE scores had been recorded after this period in only 7 of these patients. Due to the small number of participants and incomplete data, we were unable to draw a conclusion on the relationship between post-stroke aphasia and cognitive function. Nonetheless, it is well-known that cognitive impairment often co-exists with aphasia in post-stroke patients, limiting the efficacy of rehabilitation of language. According to Lee and Pyun [21], attention and working memory ability were significantly worse in aphasic patients, and another study showed the severity of aphasia was significantly correlated with them [22]. In addition, spoken communication is susceptible to orientation, spatial perception, and visual perception, which are also strongly connected with improvement from aphasia, especially in naming and comprehension functions [23].

Several previous studies noted that not only the location, but also the size of the brain lesion plays a role in determining the prognosis of aphasia in stroke patients [2425]. However, in our study, there was no significant difference in the volume of brain lesions between the groups (Tables 3, 4). Other studies have reported that the location of the brain lesion is more crucial than the extent or size of the lesion [26]. Among them, many studies attest that the recovery of aphasia is inversely related to the size; thus, reinforcing the importance of preservation of the left superior temporal gyrus and basal ganglia [27].

With respect to interval change of language function, the follow-up K-WAB results in the subacute or chronic stage of stroke showed statistically significant improvement in three of the four subtests of K-WAB, including fluency, comprehension, and repetition. The most prominent improvement was noted in the comprehension aspect. Smania et al. [28] reported a case in which the authors studied the long-term outcome of language in a patient with global aphasia after a large ischemic lesion in the left middle cerebral artery territory. Several tests including the Milan Language Examination, the Token Test, the Raven Test, and tests for apraxia were repeated, and the patient's first year after stroke was characterized by recovery of verbal comprehension and word repetition, the next 2 years were characterized by emergence of naming and reading, and the next 20 years were characterized by a progressive improvement in the above areas and emergence of spontaneous speech. The rate of improvement estimated at 1 year was the highest in the comprehension aspect (70%), followed by the repetition aspect (50%). Krishnan et al. [29] studied 12 first-ever hemorrhagic stroke-aphasic subjects, and all participants with non-global aphasia showed preserved comprehension skills. Those with initial global aphasia exhibited recovery of comprehension skills, thus evolving to Broca's aphasia at the follow-up evaluation. In their study, the comprehension skills of the subjects were relatively spared, and when affected, they showed faster recovery when compared to the other aspects.

The main limitation of our study was the small number of patients. Recovery pattern of aphasia may also be affected by the type of aphasia; however, our study has a small sample size to investigate this aspect. Further studies involving larger number of subjects are warranted. In addition, other factors which may influence language function such as the cognitive or psychological aspect of the patients should be evaluated in more depth. Last, but not the least, assessment of not only the affected or impaired lesions, but also the structural or functional connectivity between the lesions may be of great importance, probably by incorporating functional MRI or DTI.

According to our findings, involvement of Broca's area, inferior prefrontal gyrus, and premotor cortex might be related to the slow recovery rate of aphasia in left hemisphere stroke. Furthermore, involvement of Broca's area and superior temporal gyrus might be related to poor long-term outcome of aphasia in left hemisphere stroke. These results could be useful for planning aphasia rehabilitation and for further understanding the prognosis of post-stroke aphasia.