1.Identifying neurophysiological characteristics for early recognition of bipolar disorder based on gamma band effective connectivity of the prefrontal-striatal circuit
Wei YOU ; Lingling HUA ; Yishan DU ; Junling SHENG ; Rui YAN ; Qing LU ; Zhijian YAO
Chinese Journal of Psychiatry 2025;58(2):125-133
Objective:This study aims to analyze the gamma band effective connectivity characteristics of the prefrontal-striatal circuitry in bipolar disorder patients with and without a history of manic episodes, as well as in major depressive disorder patients, during the recognition of positive emotional faces, this study aims to identify unique neurophysiological features that may aid in the early detection of bipolar disorder.Methods:This retrospective study collected clinical data and magnetoencephalography (MEG) imaging data from patients performing a positive emotional face recognition task at the Affiliated Brain Hospital of Nanjing Medical University from May 2009 to December 2019. The study included 75 patients with major depressive disorder and 29 patients with bipolar disorder in a depressive episode (rBD group). Concurrently, 39 age-and gender-matched healthy controls (HC group) were recruited. After a follow-up period of at least 5 years, 23 out of the 75 patients with major depressive disorder converted to bipolar disorder (ctBD group), while the remaining 52 who did not convert maintained a diagnosis of major depressive disorder.Results:There were statistically significant differences in gamma-band effective connectivity in the prefrontal-striatal circuit when recognizing positive emotional faces among the converted to bipolar disorder (ctBD), raw bipolar disorder, major depressive disorder, and HC groups ( H=9.04, 10.30, 8.30, 13.43, 14.38, 12.62, 9.82, 8.94, 24.62, 7.89, 18.53, 9.97, 9.58, 12.79, P<0.05). The ctBD group, rBD group, and major depressive group all showed reduction in effective connectivity from the right orbital inferior frontal gyrus (ORBinf.R) to the left orbital inferior frontal gyrus (ORBinf.L) [ Z=-1.98, -3.38, -2.88], from the right orbital inferior frontal gyrus to the right ventral striatum (VS.R) ( Z=-2.05, -2.76, -2.11; P<0.05) and from the left ventral striatum (VS.L) to the left orbital middle frontal gyrus (ORBmid.L) ( Z=-2.76, -1.98, -2.43; P<0.05). Among the disease groups, the ctBD group showed significantly enhanced effective connectivity strength compared to the major depressive group from the right amygdala (AMYG.R) to the left orbital inferior frontal gyrus(0.04(0.03, 0.08)), from the right amygdala to the left ventral striatum(0.05(0.03, 0.09)), and from the right ventral striatum to the right anterior cingulate and paracingulate gyri (ACG.R) (0.04(0.02, 0.08)) ( Z=4.17, 3.70, 3.35; P<0.001).The ctBD group also exhibited enhanced effective connectivity compared to the rBD group from ORBinf.R to the ACG.R, fron the AMYG.R to the ORBinf.L, from the AMYG.R to the VS.L, and from the VS.R to the ACG.R ( Z=2.05, 4.61, 3.60, 3.04; P<0.05).The rBD group demonstrated reduced effective connectivity compared to the major depressive disorder group from the right orbital middle frontal gyrus(ORBmid.R) to the left anterior cingulate and paracingulate gyri (ACG.L), ORBinf.R to the ACG.R and from the ORBinf.R to the AMYG.R ( Z=-2.12, -2.40, -2.22; P<0.05). Conclusion:There are significant differences in the gamma-band effective connectivity characteristics of the prefrontal-striatal pathway when recognizing positive emotional faces between patients with bipolar disorder in depressive episodes and those with depression, as well as differences between bipolar depressed patients with and without a history of manic episodes.
2.Whole-brain functional connectivity characteristics in the gamma sub-band at resting-state in depressed patients with suicidal ideation: a magnetoencephalography study
Jiayu LIU ; Yi XIA ; Junling SHENG ; Yishan DU ; Lingling HUA ; Qing LU ; Zhijian YAO
Chinese Journal of Psychiatry 2025;58(9):672-680
Objective:To explore the differences in the whole-brain functional connectivity characteristics of magnetoencephalography gamma sub-band in resting state between patients with depression with high and low suicidal ideation.Methods:Clinical data of 60 patients with depression (depression group) who visited the Department of Psychiatry, Nanjing Brain Hospital Affiliated to Nanjing Medical University from October 2021 to June 2024 were prospectively collected, including 20 males and 40 females aged 16-41 years. During the same period, 75 healthy controls (healthy control group) were recruited, matched for gender and age, comprising 33 males and 42 females, aged 18-43 years. The Hamilton Depression Scale-17 items (HAMD-17) was used to assess the degree of depression in patients, and the score of the third item was used to divide the patients into a high suicidal ideation group of 37 cases (2-3 points) and a low suicidal ideation group of 23 cases (0-1 points). The Beck Scale for Suicide Ideation-Chinese Version (BSI-CV) was used to assess the intensity of suicidal ideation in patients in the last week and at the most severe stage. Brain imaging data of the subjects were collected using a CTF-275 channel magnetoencephalography device and a 3 T magnetic resonance imaging device. The functional connectivity matrix of the gamma sub-band depression group, healthy control group, high suicidal ideation group, and low suicidal ideation group was calculated using the envelope correlation method. The network-based statistics (NBS) algorithm was used to correct for multiple comparisons and compare the differences in brain network functional connectivity between the depression group/healthy control group and between the high/low suicidal ideation groups.Results:Compared with the healthy control group, the functional connectivity between the bilateral middle frontal gyrus, right inferior frontal gyrus orbital part, right anterior cingulate gyrus, left middle frontal gyrus orbital part, and right superior parietal lobule in the depression group was significantly enhanced in the low gamma frequency band (30-60 Hz) ( θ=3, P=0.042). Compared with the low suicidal ideation group, the functional connectivity between the right amygdala as a central node and the right superior frontal gyrus, left hippocampus, right upper temporal pole, and left transverse temporal gyrus in the high suicidal ideation group was significantly enhanced in the high gamma frequency band (60-90 Hz) ( θ=3, P=0.049). Conclusion:In the low gamma frequency band, patients with depression have neural dysfunction mainly in the frontal lobe. In the high gamma frequency band, patients with high suicidal ideation have functional connectivity abnormalities centered on the amygdala.
3.Identifying neurophysiological characteristics for early recognition of bipolar disorder based on gamma band effective connectivity of the prefrontal-striatal circuit
Wei YOU ; Lingling HUA ; Yishan DU ; Junling SHENG ; Rui YAN ; Qing LU ; Zhijian YAO
Chinese Journal of Psychiatry 2025;58(2):125-133
Objective:This study aims to analyze the gamma band effective connectivity characteristics of the prefrontal-striatal circuitry in bipolar disorder patients with and without a history of manic episodes, as well as in major depressive disorder patients, during the recognition of positive emotional faces, this study aims to identify unique neurophysiological features that may aid in the early detection of bipolar disorder.Methods:This retrospective study collected clinical data and magnetoencephalography (MEG) imaging data from patients performing a positive emotional face recognition task at the Affiliated Brain Hospital of Nanjing Medical University from May 2009 to December 2019. The study included 75 patients with major depressive disorder and 29 patients with bipolar disorder in a depressive episode (rBD group). Concurrently, 39 age-and gender-matched healthy controls (HC group) were recruited. After a follow-up period of at least 5 years, 23 out of the 75 patients with major depressive disorder converted to bipolar disorder (ctBD group), while the remaining 52 who did not convert maintained a diagnosis of major depressive disorder.Results:There were statistically significant differences in gamma-band effective connectivity in the prefrontal-striatal circuit when recognizing positive emotional faces among the converted to bipolar disorder (ctBD), raw bipolar disorder, major depressive disorder, and HC groups ( H=9.04, 10.30, 8.30, 13.43, 14.38, 12.62, 9.82, 8.94, 24.62, 7.89, 18.53, 9.97, 9.58, 12.79, P<0.05). The ctBD group, rBD group, and major depressive group all showed reduction in effective connectivity from the right orbital inferior frontal gyrus (ORBinf.R) to the left orbital inferior frontal gyrus (ORBinf.L) [ Z=-1.98, -3.38, -2.88], from the right orbital inferior frontal gyrus to the right ventral striatum (VS.R) ( Z=-2.05, -2.76, -2.11; P<0.05) and from the left ventral striatum (VS.L) to the left orbital middle frontal gyrus (ORBmid.L) ( Z=-2.76, -1.98, -2.43; P<0.05). Among the disease groups, the ctBD group showed significantly enhanced effective connectivity strength compared to the major depressive group from the right amygdala (AMYG.R) to the left orbital inferior frontal gyrus(0.04(0.03, 0.08)), from the right amygdala to the left ventral striatum(0.05(0.03, 0.09)), and from the right ventral striatum to the right anterior cingulate and paracingulate gyri (ACG.R) (0.04(0.02, 0.08)) ( Z=4.17, 3.70, 3.35; P<0.001).The ctBD group also exhibited enhanced effective connectivity compared to the rBD group from ORBinf.R to the ACG.R, fron the AMYG.R to the ORBinf.L, from the AMYG.R to the VS.L, and from the VS.R to the ACG.R ( Z=2.05, 4.61, 3.60, 3.04; P<0.05).The rBD group demonstrated reduced effective connectivity compared to the major depressive disorder group from the right orbital middle frontal gyrus(ORBmid.R) to the left anterior cingulate and paracingulate gyri (ACG.L), ORBinf.R to the ACG.R and from the ORBinf.R to the AMYG.R ( Z=-2.12, -2.40, -2.22; P<0.05). Conclusion:There are significant differences in the gamma-band effective connectivity characteristics of the prefrontal-striatal pathway when recognizing positive emotional faces between patients with bipolar disorder in depressive episodes and those with depression, as well as differences between bipolar depressed patients with and without a history of manic episodes.
4.Whole-brain functional connectivity characteristics in the gamma sub-band at resting-state in depressed patients with suicidal ideation: a magnetoencephalography study
Jiayu LIU ; Yi XIA ; Junling SHENG ; Yishan DU ; Lingling HUA ; Qing LU ; Zhijian YAO
Chinese Journal of Psychiatry 2025;58(9):672-680
Objective:To explore the differences in the whole-brain functional connectivity characteristics of magnetoencephalography gamma sub-band in resting state between patients with depression with high and low suicidal ideation.Methods:Clinical data of 60 patients with depression (depression group) who visited the Department of Psychiatry, Nanjing Brain Hospital Affiliated to Nanjing Medical University from October 2021 to June 2024 were prospectively collected, including 20 males and 40 females aged 16-41 years. During the same period, 75 healthy controls (healthy control group) were recruited, matched for gender and age, comprising 33 males and 42 females, aged 18-43 years. The Hamilton Depression Scale-17 items (HAMD-17) was used to assess the degree of depression in patients, and the score of the third item was used to divide the patients into a high suicidal ideation group of 37 cases (2-3 points) and a low suicidal ideation group of 23 cases (0-1 points). The Beck Scale for Suicide Ideation-Chinese Version (BSI-CV) was used to assess the intensity of suicidal ideation in patients in the last week and at the most severe stage. Brain imaging data of the subjects were collected using a CTF-275 channel magnetoencephalography device and a 3 T magnetic resonance imaging device. The functional connectivity matrix of the gamma sub-band depression group, healthy control group, high suicidal ideation group, and low suicidal ideation group was calculated using the envelope correlation method. The network-based statistics (NBS) algorithm was used to correct for multiple comparisons and compare the differences in brain network functional connectivity between the depression group/healthy control group and between the high/low suicidal ideation groups.Results:Compared with the healthy control group, the functional connectivity between the bilateral middle frontal gyrus, right inferior frontal gyrus orbital part, right anterior cingulate gyrus, left middle frontal gyrus orbital part, and right superior parietal lobule in the depression group was significantly enhanced in the low gamma frequency band (30-60 Hz) ( θ=3, P=0.042). Compared with the low suicidal ideation group, the functional connectivity between the right amygdala as a central node and the right superior frontal gyrus, left hippocampus, right upper temporal pole, and left transverse temporal gyrus in the high suicidal ideation group was significantly enhanced in the high gamma frequency band (60-90 Hz) ( θ=3, P=0.049). Conclusion:In the low gamma frequency band, patients with depression have neural dysfunction mainly in the frontal lobe. In the high gamma frequency band, patients with high suicidal ideation have functional connectivity abnormalities centered on the amygdala.
5.Risk factors of visceral leishmaniasis in the world: a review
Xi CHEN ; Yue SHI ; Sheng ZHOU ; Mengjie GENG ; Hong TU ; Jiandong SONG ; Canjun ZHENG ; Junling SUN
Chinese Journal of Schistosomiasis Control 2024;36(4):412-421
Visceral leishmaniasis is a zoonotic parasitic disease caused by viscerotropic Leishmania species and transmitted by bites of infected phlebotomine sandflies, which is predominantly prevalent in the Indian subcontinent, eastern Africa and South America. Currently, visceral leishmaniasis is the second most fatal parasitic disease in the world. Because of climate changes, urban development and individual conditions, there are changes in the density of visceral leishmaniasis vector sandflies and the likelihood of contact with humans, resulting in a visceral leishmaniasis transmission risk. The review summarizes natural, social and biological factors affecting the transmission of visceral leishmaniasis, so as to provide insights into formulation of targeted control measures for visceral leishmaniasis.
6.Epidemiological characteristics of leptospirosis in China from 2010 to 2022
Yue SHI ; Mengjie GENG ; Sheng ZHOU ; Xi CHEN ; Junling SUN ; Xueying TIAN ; Hong XU ; Yu LI ; Canjun ZHENG
Chinese Journal of Schistosomiasis Control 2024;36(2):130-136
Objective To analyze the epidemiological characteristics of leptospirosis in China from 2010 to 2022, so as to provide insights into formulation of the leptospirosis control strategy. Methods All data pertaining to clinically diagnosed cases and confirmed cases of leptospirosis reported in China from January 1, 2010 to December 31, 2022 was collected from Chinese Disease Prevention and Control Information Management System. The spatial, temporal and population distributions, and report and diagnosis institutions of leptospirosis cases were analyzed using a descriptive epidemiological method. Results A total of 4 559 leptospirosis cases were reported in China from 2010 to 2022, with an annual average number of 351 cases, and the number of reported leptospirosis cases reduced from 679 cases in 2010 to 158 cases in 2018. A total of 4 276 leptospirosis cases were reported in Sichuan Province, Yunnan Province, Guangdong Province, Hunan Province, Fujian Province, Zhejiang Province, Guangxi Zhuang Autonomous Region, Anhui Province, Jiangxi Province and Guizhou Province, accounting for 93.79% of the total number of leptospirosis cases in China. The number of leptospirosis cases had recently appeared a remarkable decline in Yunnan Province, while a significant rise was seen in the number of leptospirosis cases in two provinces of Zhejiang and Guangdong. No leptospirosis cases were reported in Henan Province from 2010 to 2020; however, there were 5 cases and 2 cases reported in 2021 and 2022, respectively. There was only one leptospirosis case reported in Shaanxi Province from 2010 to 2017; however, leptospirosis cases were reported in the province for 5 consecutive years since 2018. Leptospirosis cases were reported throughout the year in China from 2010 to 2022, with the peak of incidence found during the period between August and October, and the peak of leptospirosis incidence varied in provinces. A higher number of leptospirosis cases was seen among men than among women, with a male to female ratio of 2.3:1, and the median age of leptospirosis cases was 50 years (interquartile range, 23 years), with the highest proportion of leptospirosis cases reported at ages of 51 to 60 years (23.21%). Among all reported leptospirosis cases, 53.28% were confirmed cases, and the proportion of confirmed cases increased from 35.05% in 2010 to 61.66% in 2022. In addition, there were 67.22% of leptospirosis cases (2 937 cases) reported by comprehensive hospitals, 20.44% (893 cases) by disease control and prevention institutions, 7.23% (316 cases) by grassroots healthcare institutions and 5.10% (223 cases) by other healthcare and medical institutions, and the mortality of reported leptospirosis cases was 1.07% in China from 2010 to 2022, with a higher mortality seen among men than among women (1.39% vs. 0.36%; χ2 = 9.52, P = 0.002). Conclusions The incidence of leptospirosis remained at a low level in China from 2010 to 2022, and southern China was still the main endemic area for leptospirosis. The epidemiological characteristics of leptospirosis cases varied in endemic provinces, and leptospirosis cases had been continued to be reported in Shaanxi and Henan provinces, which should be paid much attention to. Intensified surveillance of leptospirosis, improved diagnosis and treatment capability of leptospirosis cases and leptospirosis control with adaptations to local circumstance are recommended.
7.Chinese Medicine Polysaccharides Induce Apoptosis of Gastric Cancer Cells: A Review
Jinxin WANG ; Liqun LI ; Maoguang HUANG ; Feng LUO ; Yueying CHEN ; Junling ZHANG ; Yiyi HE ; Shengnan CAI ; Sheng XIE
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(24):202-209
Gastric cancer (GC) is a digestive tract tumor that occurs in the epithelial tissues of the gastric mucosa, seriously affecting the life and health of patients, and its mortality rate ranks the third among malignancies. Although medical technology has made great progress in recent years, the progression of GC still cannot be effectively controlled by surgery, chemotherapy, and targeted therapy. The pathogenesis of GC is extremely complex and is closely related to the tumor microenvironment, chronic inflammation, and immune escape, among which the reduction of tumor cell apoptosis is one of the important mechanisms for the occurrence and development of GC. Apoptosis refers to the process of spontaneous termination of cell life caused by genes under specific physiological or pathological conditions, which is of great significance for maintaining the stability of the internal environment. Researchers have found that in the GC state, mitochondrial endogenous apoptosis, endoplasmic reticulum stress, external death receptors, and other apoptosis pathways are regulated by multiple signaling pathways and genes, which together lead to the decline of GC cell apoptosis rate and thus promote the progression of GC. Chinese medicine is advantageous and characterized by multiple components, multiple targets, synergistic effect, and few adverse reactions. A large number of studies have shown that polysaccharide components, as effective components of Chinese medicine, have biological activities such as cancer inhibition, blood sugar control, anti-inflammation, antioxidant damage, and anti-virus, and can effectively inhibit the deterioration of GC by inducing cell apoptosis, gradually becoming a hot spot in GC drug research and development. However, systematic reviews on the apoptosis of GC induced by Chinese medicine polysaccharides are rarely reported. Therefore, this paper analyzed and summarized the studies of Chinese medicine polysaccharides in promoting apoptosis and interfering with GC, in order to provide a theoretical basis for the basic research, new drug development, and clinical application of Chinese medicine polysaccharides in the intervention of GC.
8.Analysis of spinocerebellar ataxia type 31 related mutations among patients from mainland China.
Ke YANG ; Sheng ZENG ; Zhen LIU ; Shuying SHI ; Weining SUN ; Yanchun YUAN ; Ling WENG ; Hong JIANG ; Lu SHEN ; Beisha TANG ; Junling WANG
Chinese Journal of Medical Genetics 2018;35(3):309-313
OBJECTIVETo determine the frequency of spinocerebellar ataxia type 31 (SCA31) related mutations among patients from mainland China.
METHODSFor a cohort of molecularly unassigned patients comprised of 295 SCA patients (including 98 probands from families featuring autosomal dominant SCA and 197 sporadic cases) and 81 patients with hereditary spastic paraplegia (HSP) (including 23 probands from families with autosomal dominant HSP and 58 sporadic cases),TGGAA pentanucleotide expansion insertional mutation of the BEAN/TK2 gene was detected using repeat-primed PCR followed by capillary gel electrophoresis.
RESULTSNo TGGAA pentanucleotide insertion expansion in BEAN/TK2 gene was identified in the above cohort.
CONCLUSIONSCA31 is an extremely rare subtype of SCA and should not be included in routine genetic screening in mainland China.
9.Expressions and significance of aquaporin-4 in children with severe hand-foot-mouth disease
Lei ZHU ; Junling ZHU ; Liping SHENG ; Xuecheng WANG ; Lei SHANG ; Boxiang QI
Chinese Journal of Applied Clinical Pediatrics 2018;33(22):1716-1719
Objective To explore the levels of water channel protein 4 (aquaporin-4,AQP-4) in the serum and the cerebrospinal fluid of patients with severe hand-foot-mouth disease (HFMD) and its clinical significance.Methods Children with the critical HFMD (clinical stage 3) admitted to Xuzhou Children's Hospital from February 2017 to November 2017 were recruited(critical group).In the same period,another 25 cases of common HFMD (central nervous system infection excluded in cerebrospinal fluid examination,common group),the other 25 cases of severe HFMD (clinical stage 2,severe group) were taken as the controls.The levels of AQP-4 in the serum and and cerebrospinal fluid were measured in all children and the levels of AQP-4 in cerebrospinal fluid were checked again in the critical and severe cases after treatment.The levels of interleukin-6 (IL-6),norepinephrine (NE) and neuron-specific enolase (NSE) in the serum were examined simultaneously and the correlation between them was analyzed.Results Before treatment,the levels of AQP-4 in the serum of critical group were (54.42 ± 19.86) μg/L,which were significantly higher than common group[(8.02 ± 1.59) μg/L] and severe group[(22.04 ± 8.14) μg/L] (F =36.684,P <0.01).Compared with before treatment,the levels of AQP-4 in the serum of critical and severe group were significantly lower after treatment (P < 0.05).Before treatment,the levels of AQP-4 in the cerebrospinal fluid of critical and severe cases were respectively (9.81 ±2.27) μg/L and (8.58 ± 1.92) μg/L,which were significantly higher than common group (6.56 ± 1.79) μg/L (F =6.713,P < 0.05).After treatment,the levels of AQP-4 in the cerebrospinal fluid of critical and severe cases were (8.41 ± 1.63) μg/L and (7.14 ± 1.69) μg/ L separately,which were significantly lower than before treatment (t =6.340,5.073,all P < 0.01).The levels of IL-6,NE and NSE in serum were significantly different among the three groups (P < 0.01).The above indicators were positively correlated with the levels of AQP-4 in the serum(r =0.734,0.810,0.729,all P < 0.01)and were also positively correlated with AQP-4 in the cerebrospinal fluid (r =0.299,0.431,0.363,all P < 0.05).Conclusion AQP-4 may participate in pathophysiological processes of HFMD.The levels of AQP-4 in serum can be used as an indicator for judging the severity and monitor prognosis of HFMD.
10.Comparison of demographical characteristics of malaria cases from malaria control to elimination in China
Junling SUN ; Shengjie LAI ; Zike ZHANG ; Qibin GENG ; Sheng ZHOU ; Qian ZHANG ; Zhongjie LI
Chinese Journal of Preventive Medicine 2016;50(4):296-301
Objective To further identify the high-risk population at malaria elimination phase, and to provide the scientific evident for targeted prevention and control measures, we compared the demographical feature and its change trend for malaria cases between malaria control stage and elimination stage in China. Methods The data of individual case (probable and confirmed) and population during 2007-2014 were collected from China National Notifiable Infectious Disease Reporting Information System, and the data of epidemiological investigation for malaria case (imported and indigenous) during 2011-2014 were collected from China Parasite Disease Prevention and Control Information System. All of the data didn 't include China's Hongkong, Macao, Taiwan and foreign cases. We described the demographic features of malaria cases, e.g. sex, age, occupation and mobility, to compare the differences of cases between malaria control stage (2007-2010) and the elimination phase (2011-2014). Results From 2007 to 2014, a total of 108 076 malaria cases were reported nationwide, which 13 355 cases were reported at the elimination stage. The proportion of male cases considerably increased from 65.1%(6 1625 cases) at the control stage to 91.4%(12 209 cases) at the elimination phase, with the cases aged 15-64 years among male cases dramatically rose from 74.3%(45 793 cases) to 97.2%(11 870 cases). In terms of occupation, the proportion of children and students decreased from 17.8% (16 891 cases) to 2.7% (356 cases), while the percentage of migrant workers, workers and other professional cases increased from 8.5% (8 031 cases), 3.5% (3 319 cases) and 3.6% (3 435 cases) to 13.1% (1 757 cases), 11.5% (1 534 cases) and 11.4% (1 517 cases), respectively. During the elimination stage, P. faliparium cases have higher proportion of male (96.4%, 7 179 cases) and adult aged 15-64 year (99.4%, 7 399 cases) than that of P. vivax cases , 83.9%(4 344 cases) and 90.3%(4 679 cases), respectively. Moreover, the proportion of imported cases rose from 63.6% (2 599 cases) in 2011 to 97.7%(2 854 cases) in 2014, and the proportion of the migrants in indigenous cases also showed an increasing trend from 13.5%(201 cases) in 2011 to 28.4%(19 cases) in 2014. Conclusion Compared with the control stage, great changes of demographical characteristics of malaria cases occurred at the elimination stage. Male adults aged 15-64 year-old, imported cases and domestic migrants were the high-risk population for targeted control and prevention at the malaria elimination stage.

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