Leukemia is a common, multiple and dangerous blood disease, whose early diagnosis and treatment are very important. At present, the diagnosis of leukemia heavily relies on morphological examination of blood cell images by pathologists, which is tedious and time-consuming. Meanwhile, the diagnostic results are highly subjective, which may lead to misdiagnosis and missed diagnosis. To address the gap above, we proposed an improved Vision Transformer model for blood cell recognition. First, a faster R-CNN network was used to locate and extract individual blood cell slices from original images. Then, we split the single-cell image into multiple image patches and put them into the encoder layer for feature extraction. Based on the self-attention mechanism of the Transformer, we proposed a sparse attention module which could focus on the discriminative parts of blood cell images and improve the fine-grained feature representation ability of the model. Finally, a contrastive loss function was adopted to further increase the inter-class difference and intra-class consistency of the extracted features. Experimental results showed that the proposed module outperformed the other approaches and significantly improved the accuracy to 91.96% on the Munich single-cell morphological dataset of leukocytes, which is expected to provide a reference for physicians’ clinical diagnosis.
ObjectiveTo evaluate the characteristics of electroretinagram (EGR) in children with history of pre-threshold or threshold retinopathy of prematurity (ROP).
MethodsA total of 24 children (48 eyes) with history of pre-threshold ROP or threshold ROP received F-ERG examination.Ten age and body weight-matched children with a history of premature birth (20 eyes) but without ROP were recruited as control group. The rod response, maximal rod-cone response and cone response of F-ERG were recorded respectively following the International Standard Protocal of ISCEV (2000 version).The latency and amplitude of a-wave and b-wave of various responses were analyzed. The trial was approved by the Ethic Committee of Hunan Children's Hospital and informed consent was obtained from the parents of patients prior to any medical procedure.
ResultsThere was significant difference between ROP and control group in rod response,the latency was longer (t=5.643,P<0.05) and the amplitude was lower in ROP group(t=7.068,P<0.05).In maximal rod-cone response both in a and b wave, the latency wave was longer(t=3.099, 2.886;P<0.05) and the amplitude was lower(t=5.614, 2.850;P<0.05) in ROP group. But there is no difference between ROP and control group in cone response latency(t=0.819, 0.948)and amplitude(t=0.904, 0.850).
ConclusionERG in ROP children with history of pre-threshold or threshold ROP is abnormal, which mainly in rod response,but the cone response remains normal.
ObjectiveTo observe the ocular manifestations and the titer of aquaporin 4 antibody (AQP-4) in NMO patients, and to evaluate the BCVA prognosis in patients with different titers of AQP-4Ab.MethodsA retrospective case study. From September 2009 to March 2014, 132 NMO patients diagnosed in Department of Neurology and Ophthalmology in Huashan Hospital of Fudan University were included in the study. Among the patients, 74 patients (56.06%) were involved in optic nerve for the first time, among which 63 patients (47.72%) were involved in optic nerve alone, and 11 patients (8.33%) were involved in optic nerve and spinal cord at the same time. The recurrence rate was 62.88% (twice or more). All patients underwent BCVA, slit lamp microscope, fundus examination, thyroid function, sex hormones, and serum AQP-4Ab detection. BCVA was recorded at admission and before discharge from hospital, and worse BCVA was recorded in binocular patients. The BCVA of patients with different titers of AQP-4Ab were analyzed comparatively.ResultsAmong the 74 patients with optic nerve involved in the first onset, 50 patients with BCVA＜0.1 at the initial diagnosis (67.57%); AQP-4Ab positive was found in 56 patients, which including 13, 9 and 34 patients of AQP-4Ab titer 5 - 60, 61 - 100 and ＞100 RSRU/ml. After 2 weeks of treatment, BCVA improved in 40 patients (71.42%), including 11 (84.62%), 6 (66.67%) and 23 (67.64%) of AQP-4Ab titer 5 - 60, 61 - 100 and ＞ 100 RSRU/ml. Among 132 patients, 98 patients (74.24%) were AQP-4Ab positive. There were 73 patients (55.30%) with abnormal immune rheumatoid index.ConclusionsThe optic nerve is involved in 56.06% patients with NMO for the first time, and 67.57% of the patients had poor vision with BCVA＜0.1. BCVA prognosis is better in patients with serum AQP-4Ab titer of 5 - 60 RSRU/ml.
Objective To observe the retinal function of infa nts with retinopat hy of prematurity (ROP). Methods A total of 78 infants (156 ey es) aged from 4-5 months underwent full-field flash electroretinogram (ERG) examination. The am p litude and implicit time of a-and b-wave of ERG were detected to evaluate the i nfants' retinal function. Seventy-eight infants (156 eyes) included 33 healthy a nd full-term infants (66 eyes), 25 healthy premature children (50 eyes), and 20 infants (40 eyes) with ROP. Results Obvious ERG waveforms were recorded in all the fullterm and healthy premature children. Amplitude of combined b-wave wa s 388.7 mu;V in full-term infants and 336.7 mu;V in healthy premature children, whi c h was 64.4% and 55.6% of that of the healthy adults respectively. In infants wit h ROP, ERG was nonrecordable in 20 eyes (50％); amplitude of combined b-wave was 183.8 mu;V in the other 20, whose implicit time delayed obviously compared with that of fullterm infants. The amplitude of ERG of healthy premature infants de c reased significantly compared with that of the full-term infants. Conclusions Retina keeps growing after birth. ERG of healthy full-term chi ldren is not as developed as those of adults. The progress of retinal maturation in infants with ROP is slower than that in the full-term infants. ERG examination is an effecti ve method in evaluating retinal function of infants with ROP.
ObjectiveTo observe the clinical characteristics of patients with visual impairment caused by fungal sphenoid sinusitis and analyze the influencing factors related to visual prognosis. Methods A retrospective clinical study. From January 2006 to December 2020, 44 patients (55 eyes) with visual impairment caused by fungal sphenoid sinusitis confirmed by imaging and pathological examination in the Department of Ophthalmology of Beijing Tongren Hospital were included in the study. Patients was first diagnosed in the Department of Ophthalmology due to monocular or binocular vision loss, or binocular diplopia, limited eye movement and ptosis. All patients underwent visual acuity examination and fundus color photography. CT examination of paranasal sinus or orbit was performed in 37 cases; magnetic resonance imaging (MRI) of paranasal sinus, brain or orbit was performed in 34 cases. All patients underwent endoscopic sinus opening combined with intrasinus lesion clearance; 14 cases were treated with antifungal drugs after operation. The average follow-up time was 59.61±37.70 months. Comparison of clinical characteristics between invasive and non-invasive fungal sphenoid sinusitis were by χ2 test or Fisher exact test. The influencing factors with P＜0.2 in univariate analysis were selected for multivariate regression analysis. ResultsAmong the 44 patients, there were 19 males and 25 females; the ratio of male to female was 1:1.3; the average age of visual symptoms was 61.48 ± 12.17 years; 23 cases (52.3%, 23/44) suffered from immune dysfunction, including 21 cases of diabetes mellitus. The visual acuity decreased in 33 cases (44 eyes) (75.0%, 33/44). There were 15 cases of binocular diplopia with eye movement disorder (34.0%, 15/44), including 6 cases with visual impairment. The visual acuity of the affected eye was no light perception-0.8. There were 35 cases with headache (79.5%, 35/44). Nasal symptoms were found in 14 cases (31.8%, 14/44). There were 40 and 4 cases of Aspergillus and Mucor infection in sphenoid sinus, respectively. Among the 37 cases who underwent CT examination of paranasal sinus or orbit, there were soft tissue filling in the sinus cavity, including 19 cases of high-density calcification in the sinus cavity (51.4%, 19/37); bone defect of sinus wall were in 24 cases (64.9%, 24/37). There were 26 cases (70.3%, 26/37) of sinus wall osteosclerosis. MRI of paranasal sinus, brain or orbit was performed in 34 cases. T1WI of sphenoid sinus lesions showed low signal, high signal and equal signal in 14, 10 and 9 cases, respectively; T2WI showed high signal, low signal and equal signal in 13, 16 and 2 cases respectively. After enhancement, the lesions were strengthened in 11 cases, no obvious enhancement in 23 cases, and the surrounding mucosa was thickened and strengthened. The lesions involved the orbital apex and cavernous sinus in 18 and 16 cases, respectively; orbital apex and cavernous sinus were involved in 12 cases. Six months after operation, visual acuity was significantly improved in 27 eyes (65.9%, 27/41); visual acuity did not improve in 14 eyes (34.1%, 14/41). Multivariate regression analysis showed that the change of sinus wall osteosclerosis was associated with higher visual acuity improvement rate (odds ratio= 0.089, 95% confidence interval 0.015-0.529, P=0.008). ConclusionsFungal sphenoid sinusitis related visual impairment is relatively common in elderly female patients with low immune function; monocular vision loss with persistent headache is the most common clinical symptom; imaging findings of sphenoid sinus lesions are an important basis for diagnosis. Sphenoid sinus opening combined with sinus lesion clearance is an effective treatment. After operation, the visual acuity of most patients can be improved. The prognosis of visual acuity was relatively good in patients with hyperplasia and sclerosis of sphenoid sinus wall bone.
ObjectiveTo observe alterations in center retinal thickness (CRT) in patients diagnosed with central retinal artery occlusion (CRAO) before and after undergoing superselective arterial thrombolysis (IAT) treatment. MethodsA retrospective clinical study. From August 2022 to September 2023, 12 patients (12 eyes) diagnosed with CRAO and treated with IAT at the ophthalmology department of Shenzhen Second People's Hospital. Among these patients, there were 8 males (8 eyes) and 4 females (4 eyes), all experiencing unilateral onset. The mean age was (47.00±15.06) years. The mean duration from onset to thrombolysis was (30.00±30.42) h. All eyes underwent best corrected visual acuity (BCVA) and optical coherence tomography (OCT) assessments; additionally, 6 eyes underwent Fluorescein fundus angiography (FFA). BCVA assessments were conducted using a standard logarithmic chart and transformed into logarithm of the minimum angle of resolution (logMAR) values for statistical analysis. The OCT measured CRT at various locations around the macular fovea (M), including upper (S1, S3), lower (I1, I3), nasal (N1, N3), and temporal (T1, T3) areas at 1 mm and 3 mm distances from the fovea. CRT was defined as the vertical distance between the inner retinal boundary membrane and the inner interface of the retinal pigment epithelial layer. Pre- and post-IAT examinations were performed using the same equipment and methodologies within a 24-hour interval. Changes in CRT at different macular points were compared and observed, while arterial imaging time changes were assessed in 6 eyes that underwent FFA. Paired t-tests were utilized to analyze logMAR BCVA, CRT at different locations, and arterial imaging time pre- and post-treatment. ResultsPrior to IAT treatment, the logMAR BCVA for the affected eye was 3.48±1.42, while the arterial imaging time for the 6 eyes undergoing FFA examination was (27.50±5.47) s. After 24 hours, the logMAR BCVA had improved to 2.35±1.59 for the affected eye, with 9 eyes showing varying degrees of BCVA improvement. The arterial imaging time was (24.17±7.28) s post-treatment. The differences in logMAR BCVA and arterial imaging time before and after treatment were found to be statistically significant (t=2.489, 3.262; P＜0.05). Additionally, the comparison of CRT at S3 (t=2.871), I1 (t=2.325), and T3 (t=3.446) before and after treatment yielded statistically significant differences (P＜0.05). Conversely, the comparison of CRT at S1 (t=1.879), I3 (t=1.915), N1 (t=2.001), N3 (t=1.987), T1 (t=2.180), and M (t=－0.490) showed no statistically significant differences (P＞0.05). ConclusionsIAT treatment for CRAO has been shown to be effective in achieving therapeutic effects by reducing CRT in the macular area. However, the short-term improvement in retinal edema in the macular area is limited.
Purpose
To study the refractive state of silicone oil tamponade eyes.
Methods
To calculate the theoretical refractive state of eyes with silicone oil based on clinical visual optics and to perform retinoscopy on 48 silicone oil filled eyes with pars plana vitrectomy (PPV) and 45 ones with PPV plus lens ectomy with retinal reposition, and then study theoretical and experimental differences of diopter in silicone oil filled eyes.
Results
Postoperative diopter of the former increases (+6.26plusmn;1.20)D than preoperative diopter, while that of the latter is (+11.40plusmn;2.22)D.
Conclusion
Hyperopic changes are found in silicone oil tamponade eyes, and the experimental values are lower than the theoretical ones. This may be helpful in predicting the change of diopter of silicone oil tamponade eyes.
(Chin J Ocul Fundus Dis, 2001,17:102-104)
ObjectiveTo evaluate the changes of metamorphopsia in patients with rhegmatogenous retinal detachment (RRD) who underwent primary vitrectomy and to analyze the correlation between macular microstructure changes and metamorphopsia.MethodsIt was a retrospective clinical study. From January 2017 to January 2019, 57 patients (57 eyes) with RRD were examined and diagnosed in the Department of Ophthalmology of Baoding First Central Hospital were enrolled in this study. All patients underwent 23G PPV. All patients had retinal anatomical reduction after the first PPV. The best corrected visual acuity (BCVA), intraocular pressure, slit-lamp microscope, indirect ophthalmoscope, changes of metamorphopsia, and optical coherence tomography (OCT) were examined before PPV and 1, 6, 12 months after the operation. The BCVA examination was performed using the international standard visual acuity chart, which was converted into a logarithm of the minimum angle of resolution (logMAR) BCVA for the record. The macular fovea retinal thickness (CRT) was measured by Carl Zeiss Cirrus HD-OCT5000 instrument from Carl Zeiss Company, Germany, and the microstructural changes in the macular area were recorded, including the presence of the anterior macular membrane (ERM), cystic macular edema (CME), subretinal fluid (SRF), and the integrity of the ellipsoid zone (EZ) and outer membrane (ELM). The value of metamorphopsia (M value) was measured by the M-Chart table. The changes of BCVA, M value, and the microstructure of the macular area before and after operation were analyzed. The correlation between BCVA and M value was analyzed by Pearson correlation. Spearman correlation analysis was used to analyze the correlation between the changes of macular microstructure and BCVA and M values.ResultsThe mean logMAR BCVA before the operation was 1.15±0.43. At 1, 6, and 12 months after the operation, the mean logMAR BCVA was 0.62±0.17, 0.39±0.18, and 0.34±0.13, respectively. The visual acuity improved significantly after operation compared with before operation, and the difference was statistically significant (F=119.731, P=0.000). The mean CRT before the operation was 476.0±104.1 μm. At 1, 6, and 12 months after the operation, the average CRT were 299.8±29.9, 272.2±17.8, and 261.0±19.3 μm, respectively. The average CRT after the operation was significantly lower than those before the operation (F=185.518, P=0.000). At 1, 6, and 12 months after the operation, the mean M values were 0.62±0.54, 0.43±0.41, and 0.32±0.36, respectively; the difference was statistically significant (F=6.568, P=0.020). After the operation, 48 eyes (84.2%, 48/57) had microstructural abnormalities in the macular area, including EZ and ELM integrity disruption, SRF, CME, and ERM. Correlation analysis showed that M value was significantly positively correlated with BCVA, CRT, and SRF height before operation (r/rs=0.672, 0.385, 0.932; P＜0.05). There was no correlation between M value and BCVA (r/rs=0.503), EZ and ELM integrity (r/rs=0.497, 0.472), SRF (r/rs=0.416), CME (r/rs=0.821) and ERM (r/rs=0.632) after operation (P＞0.05).ConclusionsThe BCVA is significantly increased and the metamorphopsia is improved after anatomically successful RRD surgery. Postoperative M value is highly correlated with preoperative BCVA, CRT, and SRF.
Purpose
To identify the expression of alternatively spliced mRNA isoforms of the NMDA-R1 in the visual cortex of strabismic cats.
Methods
Two pai rs of normal and strabismic cats were used．The amblyopic cats had been made monocularly esotropic (by tenotomy) at the age of weeks，resulting in behavioral am blyopia．Animals were sacrificed about 6 months by intraperitoneal administration of Nembutal．Cryostat sections of fresh，frozen central visual cortex of the ats were cut to 20 micron thickness．A series of digoxygenin-labelled oligonucle otide probes basing on the human gene sequence were used for ISH．Control probes included sense oligonucleotides and short segment probes which were adjacent to ，but did not，span the splice junctions．A computer-assisted systematic morphometric ounting procedure was used to enumerate hybridising cells．
Results
The number of positive cells expressing NMDA-R1 mRNA in t he strabismic amblyopic cats was decreased，notably in layer IV of visual cortex (P＜0．0001)．The pattern of isoform expression varied between normal and strabismic amblyopic cats with decreased numbers of 1-a，1- b and 1-1 isoforms and apparently increased expression of 1-3 P ＜0．0001)，whereas no significant difference was found for the 1-2 and 1-4 isoforms (P＞0．05)．
Conclusion
Transcriptional inhibition of NMDA-R1 mRNA and of specifie isoforms may underlie the change in receptor expression．Alternatively，preferentialloss of neurones bearing particular NMDA-R1 isoforms and compensation with a proportional increase in cells expressing other isoforms may occurr during the critical period of visual plasticity．
(Chin J Ocul Fundus Dis，2000，16：71-138)
