AIM:To compare spontaneous brain regional activities between diabetic vitreous hemorrhage patients(DVHs)and healthy controls(HCs).METHODS:Thirty-two DVHs and 32 HCs were enrolled in this study.Baseline demographic and...AIM:To compare spontaneous brain regional activities between diabetic vitreous hemorrhage patients(DVHs)and healthy controls(HCs).METHODS:Thirty-two DVHs and 32 HCs were enrolled in this study.Baseline demographic and vision data were compared between groups using an independent sample t-test.Resting-state functional magnetic resonance imaging(rs-fMRI)was used in all participants.fMRI data was obtained and analyzed using MRIcro and SPM8 software.Fractional amplitude of low-frequency fluctuation(fALFF)technology was used to measure regional spontaneous brain activity,and sensitivity was tested using receiver operating characteristic curves(ROCs).The fALFF values were analyzed using REST software and two-sample t-tests were used to compare values between groups.Hospital anxiety and depression scale(HADS)score was assessed in DVHs and Pearson’s correlation was used to test relationships between mean fALFF value and both HADS score and duration of DVH.RESULTS:Except for the best-corrected visual acuity(BCVA)in both eyes,which showed a statistically significant difference(P<0.05),there were no statistically significant differences in the other indicators(P>0.05)between the HCs and DVHs group.Compared with controls,fALFF value was higher in DVH in cerebellum posterior lobe(CPL)and lower in right anterior cingulate cortex(ACC)and right medial orbitofrontal cortex(OFC).In DVH patients,mean fALFF value of CPL was positively correlated with HADS score and duration of diabetes.However,no such correlation was found,for right ACC or right medial OFC.DVH may lead to abnormal activities in certain brain regions related to visual control and mood.CONCLUSION:Visual impairment caused by DVH may lead to adjustment in regional visual brain activities and may be related to depression or reward system processing in some brain regions.展开更多
AIM:To assess the possibility of using different large language models(LLMs)in ocular surface diseases by selecting five different LLMS to test their accuracy in answering specialized questions related to ocular surfa...AIM:To assess the possibility of using different large language models(LLMs)in ocular surface diseases by selecting five different LLMS to test their accuracy in answering specialized questions related to ocular surface diseases:ChatGPT-4,ChatGPT-3.5,Claude 2,PaLM2,and SenseNova.METHODS:A group of experienced ophthalmology professors were asked to develop a 100-question singlechoice question on ocular surface diseases designed to assess the performance of LLMs and human participants in answering ophthalmology specialty exam questions.The exam includes questions on the following topics:keratitis disease(20 questions),keratoconus,keratomalaciac,corneal dystrophy,corneal degeneration,erosive corneal ulcers,and corneal lesions associated with systemic diseases(20 questions),conjunctivitis disease(20 questions),trachoma,pterygoid and conjunctival tumor diseases(20 questions),and dry eye disease(20 questions).Then the total score of each LLMs and compared their mean score,mean correlation,variance,and confidence were calculated.RESULTS:GPT-4 exhibited the highest performance in terms of LLMs.Comparing the average scores of the LLMs group with the four human groups,chief physician,attending physician,regular trainee,and graduate student,it was found that except for ChatGPT-4,the total score of the rest of the LLMs is lower than that of the graduate student group,which had the lowest score in the human group.Both ChatGPT-4 and PaLM2 were more likely to give exact and correct answers,giving very little chance of an incorrect answer.ChatGPT-4 showed higher credibility when answering questions,with a success rate of 59%,but gave the wrong answer to the question 28% of the time.CONCLUSION:GPT-4 model exhibits excellent performance in both answer relevance and confidence.PaLM2 shows a positive correlation(up to 0.8)in terms of answer accuracy during the exam.In terms of answer confidence,PaLM2 is second only to GPT4 and surpasses Claude 2,SenseNova,and GPT-3.5.Despite the fact that ocular surface disease is a highly specialized discipline,GPT-4 still exhibits superior performance,suggesting that its potential and ability to be applied in this field is enormous,perhaps with the potential to be a valuable resource for medical students and clinicians in the future.展开更多
AIM:To analyze whether alterations of voxel mirror homology connectivity(VMHC)values,as determined by resting-state functional magnetic resonance imaging(rsfMRI),occur in cerebral regions of patients with hypertensive...AIM:To analyze whether alterations of voxel mirror homology connectivity(VMHC)values,as determined by resting-state functional magnetic resonance imaging(rsfMRI),occur in cerebral regions of patients with hypertensive retinopathy(HR)and to determine the relationship between VMHC values and clinical characteristics in patients with HR.METHODS:Twenty-one patients with HR and 21 agematched healthy controls(HCs)were assessed by rsfMRI scanning.The functional connectivity between the hemispheres of the cerebrum was assessed by measuring VMHC,with the ability of VMHC to distinguish between the HR and HC groups assessed using receiver operating characteristic(ROC)curve analysis.Differences in the demographic and clinical characteristics of the HR and HC groups were analyzed by independent sample t-tests.The relationship between average VMHC in several brain areas of HR patients and clinical features was determined using Pearson correlation analysis.RESULTS:Mean VMHC values of the bilateral cuneus gyrus(BA19),bilateral middle orbitofrontal gyrus(BA47),bilateral middle temporal gyrus(BA39)and bilateral superior medial frontal gyrus(BA9)were lower in the HR than in the HC group.CONCLUSION:VMHC values can predict the development of early HR,prevent the transformation of hypertensive microangiopathy,and provide useful information explaining the changes in neural mechanism associated with HR.展开更多
AIM:To investigate changes in local brain activity after laser assisted in situ keratomileusis(LASIK)in myopia patients,and further explore whether post-LASIK(POL)patients and healthy controls(HCs)can be distinguished...AIM:To investigate changes in local brain activity after laser assisted in situ keratomileusis(LASIK)in myopia patients,and further explore whether post-LASIK(POL)patients and healthy controls(HCs)can be distinguished by differences in dynamic amplitude of low-frequency fluctuations(dALFF)in specific brain regions.METHODS:The resting-state functional magnetic resonance imaging(rs-fMRI)data were collected from 15 myopic patients who underwent LASIK and 15 matched healthy controls.This method was selected to calculate the corresponding dALFF values of each participant,to compare dALFF between the groups and to determine whether dALFF distinguishes reliably between myopic patients after LASIK and HCs using the linear support vector machine(SVM)permutation test(5000 repetitions).RESULTS:dALFF was lower in POL than in HCs at the right precentral gyrus and right insula.Classification accuracy of the SVM was 89.1%(P<0.001).CONCLUSION:The activity of spontaneous neurons in the right precentral gyrus and right insula of myopic patients change significantly after LASIK.SVM can correctly classify POL patients and HCs based on dALFF differences.展开更多
AIM:To elucidate the neuropathological mechanisms underlying diabetic vitreous hemorrhage(DVH)and its correlation with clinical characteristics.METHODS:Twenty-one individuals with DVH(male/female 12/9;mean age 52.29&#...AIM:To elucidate the neuropathological mechanisms underlying diabetic vitreous hemorrhage(DVH)and its correlation with clinical characteristics.METHODS:Twenty-one individuals with DVH(male/female 12/9;mean age 52.29±11.66y)were selected,alongside 21 appropriately matched controls with diabetes mellitus(DM).Voxel-based morphometry(VBM)techniques were employed to identify aberrant functional regions in the brain.Receiver operating characteristic(ROC)curves were utilized for classification based on the average VBM values of the two groups,and Pearson correlation analysis was conducted to assess the relationship between average VBM values in distinct brain regions and clinical manifestations.RESULTS:Relative to the DM controls,DVH patients exhibited reduced VBM values in the right superior temporal pole,the right superior temporal gyrus,the right medial orbital frontal gyrus,and the left superior frontal gyrus.Furthermore,ROC curve analysis of these four brain regions in DVH patients demonstrated a high degree of accuracy,as indicated by the area under the curve.The average VBM value in each of these regions exhibited a negative correlation with both the duration of DVH and the score on the Hospital Anxiety and Depression Scale(HADS).CONCLUSION:Pathological alterations in four distinct brain regions are observed in patients with DVH,potentially reflecting neuropathological changes associated with this condition.展开更多
AIM:To assess the alterations in the resting-state function connections between the two cerebral hemispheres in patients with optic neuritis(ON)and healthy controls(HCs).METHODS:A total of 12 ON patients(six males and...AIM:To assess the alterations in the resting-state function connections between the two cerebral hemispheres in patients with optic neuritis(ON)and healthy controls(HCs).METHODS:A total of 12 ON patients(six males and six females)and 12 HCs(six males and six females)who were highly matched for sex,age,and educational level were recruited.They underwent functional magnetic resonance imaging(fMRI),testing and brain activities were assessed using the degree centrality(DC)method.Correlation analysis between the mean DC values in specific brain areas and behavior performances was analyzed as well.Linear correlations between A anxiety scale(AS)and depression scale(DS)values and DC values in brain regions of patients with ON were also analyzed.RESULTS:The areas that showed a higher DC value in ON patients were the right angular gyrus and bilateral precuneus,while the left insula and left superior temporal gyrus(LSTG)were regions that presented a lower DC value in ON patients.A receiver operating characteristic(ROC)curve analysis confirmed the accuracy of the area under the curve(AUC)assessment.Linear analysis showed anxiety scale(AS)and depression scale(DS)values in the left insula were both negatively correlated with DC values,while best corrected visual acuity logMAR-R(BCVA logMAR-R)showed a negative correlation with DC in the LSTG.CONCLUSION:The study explores altered brain activities of specific regions in patients with ON.The results provide clues for revealing the underlying mechanism of ON development.展开更多
AIM:To assess the performance of five distinct large language models(LLMs;ChatGPT-3.5,ChatGPT-4,PaLM2,Claude 2,and SenseNova)in comparison to two human cohorts(a group of funduscopic disease experts and a group of oph...AIM:To assess the performance of five distinct large language models(LLMs;ChatGPT-3.5,ChatGPT-4,PaLM2,Claude 2,and SenseNova)in comparison to two human cohorts(a group of funduscopic disease experts and a group of ophthalmologists)on the specialized subject of funduscopic disease.METHODS:Five distinct LLMs and two distinct human groups independently completed a 100-item funduscopic disease test.The performance of these entities was assessed by comparing their average scores,response stability,and answer confidence,thereby establishing a basis for evaluation.RESULTS:Among all the LLMs,ChatGPT-4 and PaLM2 exhibited the most substantial average correlation.Additionally,ChatGPT-4 achieved the highest average score and demonstrated the utmost confidence during the exam.In comparison to human cohorts,ChatGPT-4 exhibited comparable performance to ophthalmologists,albeit falling short of the expertise demonstrated by funduscopic disease specialists.CONCLUSION:The study provides evidence of the exceptional performance of ChatGPT-4 in the domain of funduscopic disease.With continued enhancements,validated LLMs have the potential to yield unforeseen advantages in enhancing healthcare for both patients and physicians.展开更多
AIM:To establish a meaningful standard for diagnosing ocular metastasis(OM)in menopausal breast cancer(BC)women,and explore the relationship between CA-153,CA-125,apolipoprotein A,and OM.METHODS:A total of 1362 menopa...AIM:To establish a meaningful standard for diagnosing ocular metastasis(OM)in menopausal breast cancer(BC)women,and explore the relationship between CA-153,CA-125,apolipoprotein A,and OM.METHODS:A total of 1362 menopausal female BC patients with OM volunteered to take part in this study between July 2012 and July 2022.Women with BC who are menopausal were found to have an OM incidence of 1.6%.Furthermore,CA-153,CA-125,and apolipoprotein A(Apo A)all contributed to OM in women with BC who are postmenopausal according to binary logistic regression.Receiver operating curve(ROC)analysis was used to assess the diagnostic value of OM in patients with BC.RESULTS:Both CA-153 and CA-153+CA-125 showed a higher sensitivity of 95.45%,whereas CA-153+Apo A illustrated the highest specificity of 99.02%.Moreover,CA-153 and CA-153+CA-125 had higher areas under the curve(AUC)of 0.973.CONCLUSION:The data indicate that the serum concentrations of CA-153 exhibited the most significant predictors of the diagnosis of OM in menopausal women with BC.The current study researches the utility of risk factors in predicting of OM in menopausal BC women and put forward the latest suggestions on their clinical application.展开更多
基金Supported by National Natural Science Foundation of China(No.82160195,No.82460203)Zhejiang Traditional Chinese Medicine Science and Technology Plan Project(No.2025ZR172).
文摘AIM:To compare spontaneous brain regional activities between diabetic vitreous hemorrhage patients(DVHs)and healthy controls(HCs).METHODS:Thirty-two DVHs and 32 HCs were enrolled in this study.Baseline demographic and vision data were compared between groups using an independent sample t-test.Resting-state functional magnetic resonance imaging(rs-fMRI)was used in all participants.fMRI data was obtained and analyzed using MRIcro and SPM8 software.Fractional amplitude of low-frequency fluctuation(fALFF)technology was used to measure regional spontaneous brain activity,and sensitivity was tested using receiver operating characteristic curves(ROCs).The fALFF values were analyzed using REST software and two-sample t-tests were used to compare values between groups.Hospital anxiety and depression scale(HADS)score was assessed in DVHs and Pearson’s correlation was used to test relationships between mean fALFF value and both HADS score and duration of DVH.RESULTS:Except for the best-corrected visual acuity(BCVA)in both eyes,which showed a statistically significant difference(P<0.05),there were no statistically significant differences in the other indicators(P>0.05)between the HCs and DVHs group.Compared with controls,fALFF value was higher in DVH in cerebellum posterior lobe(CPL)and lower in right anterior cingulate cortex(ACC)and right medial orbitofrontal cortex(OFC).In DVH patients,mean fALFF value of CPL was positively correlated with HADS score and duration of diabetes.However,no such correlation was found,for right ACC or right medial OFC.DVH may lead to abnormal activities in certain brain regions related to visual control and mood.CONCLUSION:Visual impairment caused by DVH may lead to adjustment in regional visual brain activities and may be related to depression or reward system processing in some brain regions.
基金Supported by National Natural Science Foundation of China(No.82160195,No.82460203)Degree and Postgraduate Education Teaching Reform Project of Jiangxi Province(No.JXYJG-2020-026).
文摘AIM:To assess the possibility of using different large language models(LLMs)in ocular surface diseases by selecting five different LLMS to test their accuracy in answering specialized questions related to ocular surface diseases:ChatGPT-4,ChatGPT-3.5,Claude 2,PaLM2,and SenseNova.METHODS:A group of experienced ophthalmology professors were asked to develop a 100-question singlechoice question on ocular surface diseases designed to assess the performance of LLMs and human participants in answering ophthalmology specialty exam questions.The exam includes questions on the following topics:keratitis disease(20 questions),keratoconus,keratomalaciac,corneal dystrophy,corneal degeneration,erosive corneal ulcers,and corneal lesions associated with systemic diseases(20 questions),conjunctivitis disease(20 questions),trachoma,pterygoid and conjunctival tumor diseases(20 questions),and dry eye disease(20 questions).Then the total score of each LLMs and compared their mean score,mean correlation,variance,and confidence were calculated.RESULTS:GPT-4 exhibited the highest performance in terms of LLMs.Comparing the average scores of the LLMs group with the four human groups,chief physician,attending physician,regular trainee,and graduate student,it was found that except for ChatGPT-4,the total score of the rest of the LLMs is lower than that of the graduate student group,which had the lowest score in the human group.Both ChatGPT-4 and PaLM2 were more likely to give exact and correct answers,giving very little chance of an incorrect answer.ChatGPT-4 showed higher credibility when answering questions,with a success rate of 59%,but gave the wrong answer to the question 28% of the time.CONCLUSION:GPT-4 model exhibits excellent performance in both answer relevance and confidence.PaLM2 shows a positive correlation(up to 0.8)in terms of answer accuracy during the exam.In terms of answer confidence,PaLM2 is second only to GPT4 and surpasses Claude 2,SenseNova,and GPT-3.5.Despite the fact that ocular surface disease is a highly specialized discipline,GPT-4 still exhibits superior performance,suggesting that its potential and ability to be applied in this field is enormous,perhaps with the potential to be a valuable resource for medical students and clinicians in the future.
基金Supported by National Natural Science Foundation of China(No.82160195,No.82460203).
文摘AIM:To analyze whether alterations of voxel mirror homology connectivity(VMHC)values,as determined by resting-state functional magnetic resonance imaging(rsfMRI),occur in cerebral regions of patients with hypertensive retinopathy(HR)and to determine the relationship between VMHC values and clinical characteristics in patients with HR.METHODS:Twenty-one patients with HR and 21 agematched healthy controls(HCs)were assessed by rsfMRI scanning.The functional connectivity between the hemispheres of the cerebrum was assessed by measuring VMHC,with the ability of VMHC to distinguish between the HR and HC groups assessed using receiver operating characteristic(ROC)curve analysis.Differences in the demographic and clinical characteristics of the HR and HC groups were analyzed by independent sample t-tests.The relationship between average VMHC in several brain areas of HR patients and clinical features was determined using Pearson correlation analysis.RESULTS:Mean VMHC values of the bilateral cuneus gyrus(BA19),bilateral middle orbitofrontal gyrus(BA47),bilateral middle temporal gyrus(BA39)and bilateral superior medial frontal gyrus(BA9)were lower in the HR than in the HC group.CONCLUSION:VMHC values can predict the development of early HR,prevent the transformation of hypertensive microangiopathy,and provide useful information explaining the changes in neural mechanism associated with HR.
基金Supported by National Natural Science Foundation of China(No.82160195No.82460203)Key R&D Program of Jiangxi Province(No.20223BBH80014).
文摘AIM:To investigate changes in local brain activity after laser assisted in situ keratomileusis(LASIK)in myopia patients,and further explore whether post-LASIK(POL)patients and healthy controls(HCs)can be distinguished by differences in dynamic amplitude of low-frequency fluctuations(dALFF)in specific brain regions.METHODS:The resting-state functional magnetic resonance imaging(rs-fMRI)data were collected from 15 myopic patients who underwent LASIK and 15 matched healthy controls.This method was selected to calculate the corresponding dALFF values of each participant,to compare dALFF between the groups and to determine whether dALFF distinguishes reliably between myopic patients after LASIK and HCs using the linear support vector machine(SVM)permutation test(5000 repetitions).RESULTS:dALFF was lower in POL than in HCs at the right precentral gyrus and right insula.Classification accuracy of the SVM was 89.1%(P<0.001).CONCLUSION:The activity of spontaneous neurons in the right precentral gyrus and right insula of myopic patients change significantly after LASIK.SVM can correctly classify POL patients and HCs based on dALFF differences.
基金Supported by National Natural Science Foundation of China(No.82160195,No.82460203)Science and Technology Project of Jiangxi Provincial Department of Education(No.GJJ200169)+1 种基金Science and Technology Project of Jiangxi Province Health Commission of Traditional Chinese Medicine(No.2020A0087)Science and Technology Project of Jiangxi Health Commission(No.202130210).
文摘AIM:To elucidate the neuropathological mechanisms underlying diabetic vitreous hemorrhage(DVH)and its correlation with clinical characteristics.METHODS:Twenty-one individuals with DVH(male/female 12/9;mean age 52.29±11.66y)were selected,alongside 21 appropriately matched controls with diabetes mellitus(DM).Voxel-based morphometry(VBM)techniques were employed to identify aberrant functional regions in the brain.Receiver operating characteristic(ROC)curves were utilized for classification based on the average VBM values of the two groups,and Pearson correlation analysis was conducted to assess the relationship between average VBM values in distinct brain regions and clinical manifestations.RESULTS:Relative to the DM controls,DVH patients exhibited reduced VBM values in the right superior temporal pole,the right superior temporal gyrus,the right medial orbital frontal gyrus,and the left superior frontal gyrus.Furthermore,ROC curve analysis of these four brain regions in DVH patients demonstrated a high degree of accuracy,as indicated by the area under the curve.The average VBM value in each of these regions exhibited a negative correlation with both the duration of DVH and the score on the Hospital Anxiety and Depression Scale(HADS).CONCLUSION:Pathological alterations in four distinct brain regions are observed in patients with DVH,potentially reflecting neuropathological changes associated with this condition.
基金Supported by National Natural Science Foundation of China(No.82160195No.82460203)Key R&D Program of Jiangxi Province(No.20223BBH80014).
文摘AIM:To assess the alterations in the resting-state function connections between the two cerebral hemispheres in patients with optic neuritis(ON)and healthy controls(HCs).METHODS:A total of 12 ON patients(six males and six females)and 12 HCs(six males and six females)who were highly matched for sex,age,and educational level were recruited.They underwent functional magnetic resonance imaging(fMRI),testing and brain activities were assessed using the degree centrality(DC)method.Correlation analysis between the mean DC values in specific brain areas and behavior performances was analyzed as well.Linear correlations between A anxiety scale(AS)and depression scale(DS)values and DC values in brain regions of patients with ON were also analyzed.RESULTS:The areas that showed a higher DC value in ON patients were the right angular gyrus and bilateral precuneus,while the left insula and left superior temporal gyrus(LSTG)were regions that presented a lower DC value in ON patients.A receiver operating characteristic(ROC)curve analysis confirmed the accuracy of the area under the curve(AUC)assessment.Linear analysis showed anxiety scale(AS)and depression scale(DS)values in the left insula were both negatively correlated with DC values,while best corrected visual acuity logMAR-R(BCVA logMAR-R)showed a negative correlation with DC in the LSTG.CONCLUSION:The study explores altered brain activities of specific regions in patients with ON.The results provide clues for revealing the underlying mechanism of ON development.
基金Supported by National Natural Science Foundation of China(No.82160195)Science and Technology Project of Jiangxi Provincial Department of Education(No.GJJ200169)+1 种基金Science and Technology Project of Jiangxi Province Health Commission of Traditional Chinese Medicine(No.2020A0087)Science and Technology Project of Jiangxi Health Commission(No.202130210).
文摘AIM:To assess the performance of five distinct large language models(LLMs;ChatGPT-3.5,ChatGPT-4,PaLM2,Claude 2,and SenseNova)in comparison to two human cohorts(a group of funduscopic disease experts and a group of ophthalmologists)on the specialized subject of funduscopic disease.METHODS:Five distinct LLMs and two distinct human groups independently completed a 100-item funduscopic disease test.The performance of these entities was assessed by comparing their average scores,response stability,and answer confidence,thereby establishing a basis for evaluation.RESULTS:Among all the LLMs,ChatGPT-4 and PaLM2 exhibited the most substantial average correlation.Additionally,ChatGPT-4 achieved the highest average score and demonstrated the utmost confidence during the exam.In comparison to human cohorts,ChatGPT-4 exhibited comparable performance to ophthalmologists,albeit falling short of the expertise demonstrated by funduscopic disease specialists.CONCLUSION:The study provides evidence of the exceptional performance of ChatGPT-4 in the domain of funduscopic disease.With continued enhancements,validated LLMs have the potential to yield unforeseen advantages in enhancing healthcare for both patients and physicians.
基金Supported by National Natural Science Foundation of China(No.82160195,No.82460203)Jiangxi Key R&D Program of Jiangxi Province(No.20223BBH80014)+1 种基金Science and Technology Project of Jiangxi Province Health Commission of Traditional Chinese Medicine(No.2022B258)Science and Technology Project of Jiangxi Health Commission(No.202210017).
文摘AIM:To establish a meaningful standard for diagnosing ocular metastasis(OM)in menopausal breast cancer(BC)women,and explore the relationship between CA-153,CA-125,apolipoprotein A,and OM.METHODS:A total of 1362 menopausal female BC patients with OM volunteered to take part in this study between July 2012 and July 2022.Women with BC who are menopausal were found to have an OM incidence of 1.6%.Furthermore,CA-153,CA-125,and apolipoprotein A(Apo A)all contributed to OM in women with BC who are postmenopausal according to binary logistic regression.Receiver operating curve(ROC)analysis was used to assess the diagnostic value of OM in patients with BC.RESULTS:Both CA-153 and CA-153+CA-125 showed a higher sensitivity of 95.45%,whereas CA-153+Apo A illustrated the highest specificity of 99.02%.Moreover,CA-153 and CA-153+CA-125 had higher areas under the curve(AUC)of 0.973.CONCLUSION:The data indicate that the serum concentrations of CA-153 exhibited the most significant predictors of the diagnosis of OM in menopausal women with BC.The current study researches the utility of risk factors in predicting of OM in menopausal BC women and put forward the latest suggestions on their clinical application.
