Adaptive radiotherapy (ART) can adjust the treatment plan at one or certain time points during the process, thereby responding to inter-fractional and/or intra-fractional changes in the patient's organs. The ART strategy refers to the specific methods used to adjust the treatment plan in the ART process, proper selection of an ART strategy is crucial to balancing treatment time and dose benefits. Currently, the strategy selection relies mainly on the subjective judgment of medical professionals. In recent years, both domestic and international medical institutions have employed artificial intelligence methods to build prediction models for automatic, fast and accurate selection of ART strategies. This article reviews the strategy selection of online ART, and sequentially introduces the types of strategies currently provided by the ART commercial systems, the current status and existing problems of ART strategy selection by medical institutions, and the present research status and application prospects of automatic ART strategy selection.

Objective:To explore the influencing factors of dietary habits on the progression from prediabetes to type 2 diabetes mellitus(T2DM)in elderly individuals undergoing health check-ups.Methods:In the cross-sectional study, we enrolled individuals aged 60-70 years with fasting plasma glucose (FPG)≥6.0 mmol/L who underwent health examinations at the Health Management Medical Center of Wenjiang District People's Hospital in Chengdu from 2019 to 2022.Demographic characteristics, dietary habit questionnaires, and FPG values were collected.Unconditional binary logistic regression analysis was used to identify factors influencing the natural progression from prediabetes to T2DM.A nomogram prediction model was established based on logistic regression results, and its predictive performance was evaluated by calculating the C-statistics and drawing a calibration curve.Results:A total of 13 681 elderly participants with FPG ≥6.0 mmol/L were included, comprising 4 306(31.5%)prediabetes cases(FPG 6.0-7.0 mmol/L), aged(63.54±16.49)years and 9 375(68.5%)T2DM cases(FPG>7.0 mmol/L), aged(63.09±16.21)years.Unconditional binary logistic regression analysis showed that frequent breakfast( OR=0.777, 95% CI: 0.696-0.868, P<0.001), dietary preference for light diet( OR=0.781, 95% CI: 0.710-0.858, P<0.001), salty taste( OR=0.571, 95% CI: 0.504-0.648, P<0.001), raw food( OR=0.327, 95% CI: 0.224-0.478, P<0.001)and spicy taste( OR=0.124, 95% CI: 0.112-0.137, P<0.001)were the protective factors for the conversion of prediabetes to the T2DM stage in the elderly physical examination population.While fast eating rate( OR=4.327, 95% CI: 3.978-4.772, P<0.001), dietary preference for sweets( OR=5.168, 95% CI: 4.703-5.678, P<0.001), and high-fat diet( OR=1.401, 95% CI: 1.275-1.539, P<0.001)were risk factors for conversion of prediabetes to T2DM stage.C-statistic of the Nomogram prediction model was 0.781; the goodness-of-fit test of the calibration curve was χ2=11.258, P=0.188, and the model predicted well. Conclusions:Regular breakfast, light diet, and dietary preferences for salty, raw, and spicy foods were protective factors for the transition from prediabetes to T2DM stage, whereas rapid eating rate, preference for sweets, and high-fat diets were risk factors for the transition from prediabetes to T2DM stage in the medical examination population.The constructed risk prediction model helped to find out the magnitude of the risk of T2DM in an individual, which increases the evidence for the transition from prediabetes to T2DM stage prevention evidence.

Objective:Through anatomical observations, anatomical data on the radial perforating vessels around the neck of first metacarpus were observed and classified, hence to provide an anatomical evidence for clinical application of the flap based on the perforating vessels.Methods:From July 2022 to June 2023, 15 fresh adult upper limb specimens were studied at the Department of Hand Surgery, Northwest University First Hospital. All perforators within the zone for flap design around the neck of radial first metacarpus were observed. The number, origin and outer calibre of the perforators were recorded. Perforators with an outer diameter greater than 0.13 mm were defined as dominant arteries. SPSS 20.0 statistical software was used to count the number and outer diameter of cutaneous branches originating from the radial artery of the first metacarpal bone, the radial palmar proper artery of thumb and other arteries. The results were expressed as mean ± standard deviation ( ± s), with P<0.05 indicating statistical significance. From July 2023 to May 2024, 14 patients (10 males, 4 females and aged 27-53 years) with digital soft tissue defects were treated. The defects were of 3 thumbs, 4 index fingers, 5 middle fingers, 1 ring finger and 1 little finger, and sized from 2.5 cm × 2.0 cm to 4.0 cm × 2.5 cm. The perforator flaps of the neck of radial first metacarpus (3.0 cm × 2.5 cm - 4.5 cm × 3.0 cm) were harvested and donor sites were closed directly in the emergency surgery. Follow-up through the visits of outpatient clinic and via telephone and WeChat interviews to assess the flap survival, digital function and aesthetics of the flap. Results:In the specimens, it was found that about 75% of dominant perforators were originated from the first metacarpal radial artery. There were statistical significance in the number and outer calibre of the perforators between the first metacarpal radial artery, radial proper palmar digital artery of thumb and other arteries ( P<0.05). Postoperative follow-up lasted for 5-12 (mean 10.1) months, all flaps survived after surgery. Sensation regained according to the British Medical Research Council (BMRC), and they were: S 2 in 6 flaps and S 3 in 8 flaps. According to Evaluation Trial Standards of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association, 11 digits were excellent and 3 in good. Scar evaluation scored 3-4 (mean 3.43) points according to the Vancouver Scar Scale (VSS). Conclusion:The perforator flap around the neck of first radial metacarpus is primarily supplied by the radial artery of the first metacarpus. This flap achieves satisfactory functional and aesthetic outcomes with good sensory recovery, therefore it is an ideal flap for reconstruction of digital soft tissue defect.

Objective To evaluate the radiation impact of a self-developed digital miniature CT on the human body and the environment under simulated scanning conditions, and verify its safety and regulatory compliance. Methods Under typical head scanning conditions with the digital miniature CT (70 kV/10 mA), the equivalent doses received at the body surface sites corresponding to the thyroid, breast, stomach, liver, kidney, and gonads of the phantom were measured without protection and with 0.5 mmPb equivalent protection using LiF (Mg, Cu, P) thermoluminescent dosimeters. The ambient dose equivalent rates at the bed level inside the CT room at different directions and distances from the scanning center were measured using a model AT1121 X/γ dosimeter. The equivalent doses of organs on both sides of the phantom and the ambient equivalent dose rates on the left and right sides of the longitudinal axis of the bed in the CT room were compared. The Mann-Whitney test was used at a significance level of P < 0.05. Results During a single scan of the head with the digital miniature CT, the equivalent doses at the body surface sites corresponding to the thyroid, breast, stomach, liver, kidney, and gonads without protection were 1.04, 0.95, 0.55, 0.57, 0.40, and 0.12 mSv, respectively, which were only 0.84% to 8.24% of the doses inside the irradiation field. With 0.5 mm Pb equivalent protection, the equivalent dose of the thyroid decreased from 8.24 mSv to 3.27 mSv with a reduction of 60.3%, and the doses of the other organs were reduced to 1.5-11.5 μSv with the maximum reduction of 14 times. In the longitudinal axis direction of the CT bed, the ambient dose equivalent rate at a distance of 2 m from the scanning center was reduced to 0.066 mSv/h, which was only 9.6% of the ambient equivalent dose rate at a distance of 50 cm from the scanning center. Conclusion The digital miniature CT has advantages in ensuring patient safety, optimizing imaging quality, and promoting technological development, demonstrating promising application potential. However, the radiation protection of personal and CT room should not be ignored.

Objective To investigate the correlation between apathy and imaging markers in pa-tients with aCSVD.Methods A total of 143 patients diagnosed with aCSVD and hospitalized in the Department of Neurology of the First Affiliated Hospital of Baotou Medical College,Inner Mongolia University of Science and Technology from August 2023 to August 2024 were continu-ously included as the study objects.According to MAES,they were divided into an apathetic group(MAES score＞14,68 cases)and a non-apathetic group(MAES score ≤14,75 cases).The clinical data and imaging markers were compared between the two groups.Results The apathetic group had significantly older age and larger ratio of hypertension,but shorter years of education and lower MAES score than the non-apathetic group(P＜0.05,P＜0.01).The apathetic group also had notably higher Fazekas score of white matter hyperintensity(WMH),larger recent small sub-cortical infarct(RSSI),lacunar infarct(LI),and perivascular space(PVS)in the basal ganglia and the centrum semiovale,more obvious cerebral atrophy and cerebral microbleed(CMB),and high-er total imaging burden score when compared with the non-apathetic group(P＜0.01).In the aCSVD patients,the MAES score was positively correlated with WMH Fazekas score,RSSI,LI,basal ganglia PVS,centrum semiovale PVS,cerebral atrophy,CMB,and total imaging burden score(P＜0.01).WMH Fazekas score was an independent risk factor for apathy in the aCSVD patients(OR=2.218,95％CI:1.343-3.664,P=0.002).Conclusion The higher the score of ima-ging markers in patients with aCSVD,the more severe the apathy.

Objective:To explore the influencing factors of dietary habits on the progression from prediabetes to type 2 diabetes mellitus(T2DM)in elderly individuals undergoing health check-ups.Methods:In the cross-sectional study, we enrolled individuals aged 60-70 years with fasting plasma glucose (FPG)≥6.0 mmol/L who underwent health examinations at the Health Management Medical Center of Wenjiang District People's Hospital in Chengdu from 2019 to 2022.Demographic characteristics, dietary habit questionnaires, and FPG values were collected.Unconditional binary logistic regression analysis was used to identify factors influencing the natural progression from prediabetes to T2DM.A nomogram prediction model was established based on logistic regression results, and its predictive performance was evaluated by calculating the C-statistics and drawing a calibration curve.Results:A total of 13 681 elderly participants with FPG ≥6.0 mmol/L were included, comprising 4 306(31.5%)prediabetes cases(FPG 6.0-7.0 mmol/L), aged(63.54±16.49)years and 9 375(68.5%)T2DM cases(FPG>7.0 mmol/L), aged(63.09±16.21)years.Unconditional binary logistic regression analysis showed that frequent breakfast( OR=0.777, 95% CI: 0.696-0.868, P<0.001), dietary preference for light diet( OR=0.781, 95% CI: 0.710-0.858, P<0.001), salty taste( OR=0.571, 95% CI: 0.504-0.648, P<0.001), raw food( OR=0.327, 95% CI: 0.224-0.478, P<0.001)and spicy taste( OR=0.124, 95% CI: 0.112-0.137, P<0.001)were the protective factors for the conversion of prediabetes to the T2DM stage in the elderly physical examination population.While fast eating rate( OR=4.327, 95% CI: 3.978-4.772, P<0.001), dietary preference for sweets( OR=5.168, 95% CI: 4.703-5.678, P<0.001), and high-fat diet( OR=1.401, 95% CI: 1.275-1.539, P<0.001)were risk factors for conversion of prediabetes to T2DM stage.C-statistic of the Nomogram prediction model was 0.781; the goodness-of-fit test of the calibration curve was χ2=11.258, P=0.188, and the model predicted well. Conclusions:Regular breakfast, light diet, and dietary preferences for salty, raw, and spicy foods were protective factors for the transition from prediabetes to T2DM stage, whereas rapid eating rate, preference for sweets, and high-fat diets were risk factors for the transition from prediabetes to T2DM stage in the medical examination population.The constructed risk prediction model helped to find out the magnitude of the risk of T2DM in an individual, which increases the evidence for the transition from prediabetes to T2DM stage prevention evidence.

Objective:Through anatomical observations, anatomical data on the radial perforating vessels around the neck of first metacarpus were observed and classified, hence to provide an anatomical evidence for clinical application of the flap based on the perforating vessels.Methods:From July 2022 to June 2023, 15 fresh adult upper limb specimens were studied at the Department of Hand Surgery, Northwest University First Hospital. All perforators within the zone for flap design around the neck of radial first metacarpus were observed. The number, origin and outer calibre of the perforators were recorded. Perforators with an outer diameter greater than 0.13 mm were defined as dominant arteries. SPSS 20.0 statistical software was used to count the number and outer diameter of cutaneous branches originating from the radial artery of the first metacarpal bone, the radial palmar proper artery of thumb and other arteries. The results were expressed as mean ± standard deviation ( ± s), with P<0.05 indicating statistical significance. From July 2023 to May 2024, 14 patients (10 males, 4 females and aged 27-53 years) with digital soft tissue defects were treated. The defects were of 3 thumbs, 4 index fingers, 5 middle fingers, 1 ring finger and 1 little finger, and sized from 2.5 cm × 2.0 cm to 4.0 cm × 2.5 cm. The perforator flaps of the neck of radial first metacarpus (3.0 cm × 2.5 cm - 4.5 cm × 3.0 cm) were harvested and donor sites were closed directly in the emergency surgery. Follow-up through the visits of outpatient clinic and via telephone and WeChat interviews to assess the flap survival, digital function and aesthetics of the flap. Results:In the specimens, it was found that about 75% of dominant perforators were originated from the first metacarpal radial artery. There were statistical significance in the number and outer calibre of the perforators between the first metacarpal radial artery, radial proper palmar digital artery of thumb and other arteries ( P<0.05). Postoperative follow-up lasted for 5-12 (mean 10.1) months, all flaps survived after surgery. Sensation regained according to the British Medical Research Council (BMRC), and they were: S 2 in 6 flaps and S 3 in 8 flaps. According to Evaluation Trial Standards of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association, 11 digits were excellent and 3 in good. Scar evaluation scored 3-4 (mean 3.43) points according to the Vancouver Scar Scale (VSS). Conclusion:The perforator flap around the neck of first radial metacarpus is primarily supplied by the radial artery of the first metacarpus. This flap achieves satisfactory functional and aesthetic outcomes with good sensory recovery, therefore it is an ideal flap for reconstruction of digital soft tissue defect.

Objective To investigate the correlation between apathy and imaging markers in pa-tients with aCSVD.Methods A total of 143 patients diagnosed with aCSVD and hospitalized in the Department of Neurology of the First Affiliated Hospital of Baotou Medical College,Inner Mongolia University of Science and Technology from August 2023 to August 2024 were continu-ously included as the study objects.According to MAES,they were divided into an apathetic group(MAES score＞14,68 cases)and a non-apathetic group(MAES score ≤14,75 cases).The clinical data and imaging markers were compared between the two groups.Results The apathetic group had significantly older age and larger ratio of hypertension,but shorter years of education and lower MAES score than the non-apathetic group(P＜0.05,P＜0.01).The apathetic group also had notably higher Fazekas score of white matter hyperintensity(WMH),larger recent small sub-cortical infarct(RSSI),lacunar infarct(LI),and perivascular space(PVS)in the basal ganglia and the centrum semiovale,more obvious cerebral atrophy and cerebral microbleed(CMB),and high-er total imaging burden score when compared with the non-apathetic group(P＜0.01).In the aCSVD patients,the MAES score was positively correlated with WMH Fazekas score,RSSI,LI,basal ganglia PVS,centrum semiovale PVS,cerebral atrophy,CMB,and total imaging burden score(P＜0.01).WMH Fazekas score was an independent risk factor for apathy in the aCSVD patients(OR=2.218,95％CI:1.343-3.664,P=0.002).Conclusion The higher the score of ima-ging markers in patients with aCSVD,the more severe the apathy.

Adaptive radiotherapy (ART) can adjust the treatment plan at one or certain time points during the process, thereby responding to inter-fractional and/or intra-fractional changes in the patient's organs. The ART strategy refers to the specific methods used to adjust the treatment plan in the ART process, proper selection of an ART strategy is crucial to balancing treatment time and dose benefits. Currently, the strategy selection relies mainly on the subjective judgment of medical professionals. In recent years, both domestic and international medical institutions have employed artificial intelligence methods to build prediction models for automatic, fast and accurate selection of ART strategies. This article reviews the strategy selection of online ART, and sequentially introduces the types of strategies currently provided by the ART commercial systems, the current status and existing problems of ART strategy selection by medical institutions, and the present research status and application prospects of automatic ART strategy selection.

The recording and analysis of activities of calcium signals in neurons is of critical importance in the field of neuroscience.Over the past three decades,various fluorescent calcium imaging techniques not only have been used in the imaging study of functional activities of neuronal communities,but also can be combined with specific markers to record the functional activities of specific types of neuronal communities.To analyze neural activities at the cellular level,a series of preprocessing such as motion correction,cell body recognition,calcium signal extraction and peak deconvolution is required for the collected video.However,current methods for manual preprocessing are time-consuming and laborious,so computer automatic analysis technology is urgently needed to quickly repair the jitter in the video,identify the position and outline of a single cell,extract its activity trajectory and infer the action potential peak.In this paper,the methods of calcium imaging data processing used in recent years are summarized,and the future developments are predicted.