1.Recent advance in application of cannabidiol in neuropsychiatric disorders
Ziyi SHEN ; Ming TANG ; Peilin ZHAO ; Shushan ZANG ; Guohui JIANG
Chinese Journal of Neuromedicine 2025;24(4):423-427
Cannabidiol (CBD), the primary non-psychoactive constituent of cannabis plants, has emerged as a research focus in neuropsychiatric disorders in recent years due to its multi-target regulatory properties. This review summarizes the potential therapeutic targets of CBD and its current application in common neuropsychiatric disorders so as to promote clinical implementation of CBD in managing neuropsychiatric disorders.
2.Application Value of an AI-based Imaging Feature Parameter Model for Predicting the Malignancy of Part-solid Pulmonary Nodule.
Mingzhi LIN ; Yiming HUI ; Bin LI ; Peilin ZHAO ; Zhizhong ZHENG ; Zhuowen YANG ; Zhipeng SU ; Yuqi MENG ; Tieniu SONG
Chinese Journal of Lung Cancer 2025;28(4):281-290
BACKGROUND:
Lung cancer is one of the most common malignant tumors worldwide and a major cause of cancer-related deaths. Early-stage lung cancer is often manifested as pulmonary nodules, and accurate assessment of the malignancy risk is crucial for prolonging survival and avoiding overtreatment. This study aims to construct a model based on image feature parameters automatically extracted by artificial intelligence (AI) to evaluate its effectiveness in predicting the malignancy of part-solid nodule (PSN).
METHODS:
This retrospective study analyzed 229 PSN from 222 patients who underwent pulmonary nodule resection at Lanzhou University Second Hospital between October 2020 and February 2025. According to pathological results, 45 cases of benign lesions and precursor glandular lesion were categorized into the non-malignant group, and 184 cases of pulmonary malignancies were categorized into the malignant group. All patients underwent preoperative chest computed tomography (CT), and AI software was used to extract imaging feature parameters. Univariate analysis was used to screen significant variables; variance inflation factor (VIF) was calculated to exclude highly collinear variables, and LASSO regression was further applied to identify key features. Multivariate Logistic regression was used to determine independent risk factors. Based on the selected variables, five models were constructed: Logistic regression, random forest, XGBoost, LightGBM, and support vector machine (SVM). Receiver operating characteristic (ROC) curves were used to assess the performance of the models.
RESULTS:
The independent risk factors for the malignancy of PSN include roughness (ngtdm), dependence variance (gldm), and short run low gray-level emphasis (glrlm). Logistic regression achieved area under the curves ( AUCs) of 0.86 and 0.89 in the training and testing sets, respectively, showing good performance. XGBoost had AUCs of 0.78 and 0.77, respectively, demonstrating relatively balanced performance, but with lower accuracy. SVM showed an AUC of 0.93 in the training set, which decreased to 0.80 in the testing set, indicating overfitting. LightGBM performed excellently in the training set with an AUC of 0.94, but its performance declined in the testing set, with an AUC of 0.88. In contrast, random forest demonstrated stable performance in both the training and testing sets, with AUCs of 0.89 and 0.91, respectively, exhibiting high stability and excellent generalizability.
CONCLUSIONS
The random forest model constructed based on independent risk factors demonstrated the best performance in predicting the malignancy of PSN and could provide effective auxiliary predictions for clinicians, supporting individualized treatment decisions.
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Humans
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Male
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Female
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Lung Neoplasms/pathology*
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Middle Aged
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Retrospective Studies
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Artificial Intelligence
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Aged
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Tomography, X-Ray Computed
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Adult
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Solitary Pulmonary Nodule/diagnostic imaging*
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ROC Curve
3.Recent advance in application of cannabidiol in neuropsychiatric disorders
Ziyi SHEN ; Ming TANG ; Peilin ZHAO ; Shushan ZANG ; Guohui JIANG
Chinese Journal of Neuromedicine 2025;24(4):423-427
Cannabidiol (CBD), the primary non-psychoactive constituent of cannabis plants, has emerged as a research focus in neuropsychiatric disorders in recent years due to its multi-target regulatory properties. This review summarizes the potential therapeutic targets of CBD and its current application in common neuropsychiatric disorders so as to promote clinical implementation of CBD in managing neuropsychiatric disorders.
4.Study on the Effect of Intestinal Flora on Intestinal Motility in Rats with Slow Transit Constipation of Qi Stagnation Pattern Based on Pseudo-Sterile Experiment and Fecal Microbiota Transplantation
Qihong LIU ; Xiao KE ; Yunfeng LUO ; Lunan HU ; Yan REN ; Wenyi FANG ; Peilin ZHAO ; Jinxian YAN
Journal of Traditional Chinese Medicine 2024;65(9):943-948
ObjectiveTo clarify the relationship between intestinal flora and intestinal motility in rats with slow transit constipation (STC) and qi stagnation syndrome by conducting a pseudo-sterile experiment and fecal microbiota transplantation (FMT) technology. MethodsTwenty-four Wistar rats were randomly divided into normal group (n=6), STC with qi stagnation pattern group (n=6) and pseudo-sterile group (n=12). In the STC group with qi stagnation pattern, 3 mg/kg of loperamide suspension by intragastric administration combined with tail clamping stimulation were performed to establish the rat model of STC with qi stagnation pattern. After successful modeling, fresh feces from the rats in the STC with qi stagnation pattern group and the normal group were collected to prepare 100 mg/ml of fecal bacterial suspension. In the pseudo-sterile group, the antibiotic cocktail method was used (a mixed antibiotic suspension containing bacitracin, streptomycin sulfate, and neomycin sulfate at 20 mg/ml each was administered intragastrically) to establish pseudo-sterile rats model. After successful modeling, the rats were randomly divided into normal fecal bacterial liquid group and STC with qi stagnation pattern fecal bacterial liquid group, with six rats in each group, and then were given 10 ml/kg of the prepared corresponding rat fecal bacterial suspension by gavage. Rats in STC with qi stagnation pattern group were given an equal volume of sterile water by gavage. All groups were administered once a day for 7 consecutive days. The small intestinal propulsion rate of the STC with qi stagnation pattern group, the normal fecal bacterial liquid group, and STC with qi stagnation pattern fecal bacterial liquid group were compared. ELISA method was used to detect serum 5-hydroxytryptamine (5-HT) levels. Immunohistochemistry was used to detect the positive expression levels of 5-hydroxytryptamine 3 receptor (5-HT3R) and 5-hydroxytryptamine 4 receptor (5-HT4R) in colon tissue. Western blot method was used to detect the protein expression levels of tryptophan hydroxylase 1 (TPH1), tryptophan hydroxylase 2 (TPH2), serotonin transporter (SERT), and monoamine oxidase A (MAO-A) in colon tissue. ResultsCompared to those in the normal fecal bacterial liquid group, the small intestinal propulsion rate, serum 5-HT level, positive expression of 5-HT3R and 5-HT4R in colon tissue, and protein expression of TPH1, TPH2, SERT and MAO-A significantly decreased in the STC with qi stagnation pattern group and STC with qi stagnation pattern fecal bacterial liquid group (P<0.05). There was no statistically significant difference in the indicators between the STC with qi stagnation pattern group and STC with qi stagnation pattern fecal bacterial liquid group (P>0.05). ConclusionThe intestinal flora in STC rats with qi stagnation pattern can lead to a slowdown in intestinal transmission function, whose mechanism may be related to intestinal motility disorders affected by the synthesis, transport, metabolism and other pathways of 5-HT.
5.Clinical characteristics and related factors of patients with schizophrenia in different ages of onset
Fan YANG ; Peilin XU ; Yueqin HUANG ; Zhaorui LIU ; Tingting ZHANG ; Yanling HE ; Jie ZHANG ; Yuandong GONG ; Yan LIU ; Bo LIU ; Lesheng ZHAO ; Guoping WU ; Min LIU ; Yanjun WANG ; Jicai WANG ; Changqing GAO ; Jin LU
Chinese Mental Health Journal 2024;38(1):16-24
Objective:To explore the clinical characteristics and related socio-demographic factors of schizo-phrenia patients with different ages of onset.Methods:Totally 2 016 patients with schizophrenia aged 15 to 70 were selected according to the diagnostic criteria for schizophrenia in the Diagnostic and Statistical Manual of Mental Disorders,Fifth Edition.All of the patients were interviewed by psychiatrists using the Mini International Neuropsy-chiatric Interview to diagnose schizophrenia,Clinical-Rated Dimensions of Psychosis Symptom Severity(CRDPSS)and the Positive and Negative Syndrome Scale(PANSS)to assess symptoms.The cut-off points were 18 and 25 years old for three age groups,i.e.early onset(EOS),youth onset(YOS)and adult onset(AOS).Statistical analy-ses were performed by analysis of variance Pearson correlation analysis,and multivariate linear regression.Results:The early-onset patients had the highest total PANSS score(73.8±28.0)and CRDPSS score(11.7±5.4).Fe-male gender,high education level,Han ethnicity,early onset age,and slower onset of illness were negatively corre-lated with the total and dimension score of PANSS scale and CRDPSS scale(standardized regression coefficient:0.04-0.47),and income level and smoking were negatively correlated with those score(standardized regression coefficient:-0.04--0.14).Conclusion:Early-onset schizophrenia patients have more severe symptoms,and fe-male,high education level,early-onset disease,and chronic onset are the risk factors of symptom severity in patients with schizophrenia.
6.Study on the correlation between neuropeptide S receptor gene polymorphism and primary insomnia
Jie FAN ; Peilin HUI ; Wei MA ; Xubin WANG ; Yuan ZHAO ; Jinfeng WANG ; Xueping CHEN ; Xiaoyan SU ; Bin GUO ; Yuping XIE
China Modern Doctor 2024;62(21):1-5,46
Objective To investigate the correlation between neuropeptide S receptor(NPSR)single nucleotide polymorphism(SNP)(rs323917,rs323920,rs323922,rs2530547,rs324957)and primary insomnia(PI).Methods A total of 157 patients diagnosed with PI in the outpatient department of Center of Sleep Medicine,Gansu Provincial People's Hospital from December 2016 to May 2019 were selected as PI group,and 133 healthy physical examination subjects during the same period were selected as control group.Venous blood samples were collected and DNA,polymerase chain reaction(PCR)amplification and agarose gel electrophoresis were extracted.rs323917,rs323920,rs323922,rs2530547,rs324957 single nucleotide loci were genotypized by target site sequencing.Meanwhile,standard polysomnosis monitoring was performed to analyze the correlation between gene polymorphism and PI.Results There were no significant differences in the genotype distribution of NPSR SNP sites(rs323917,rs323920,rs323922,rs2530547)and allele frequency and rs324957 allele frequency between two groups(P>0.05).There was significant difference in genotype distribution of rs324957(P=0.034).There was no significant difference in the frequency of different haplotypes between two groups(P>0.05).Conclusion The expression of rs324957 SNP genotypes in NPSR may be related to PI,and AG genotype is dominant.
7.Characteristics of anorectal motility in elderly patients with functional defecation disorders
Qihong LIU ; Xiao KE ; Wenyi FANG ; Yanqin HE ; Haihua GAO ; Peilin ZHAO ; Yancheng XU
Chinese Journal of Geriatrics 2023;42(7):783-788
Objective:To investigate the characteristics of anorectal dynamics in elderly patients with functional defecation disorders(FDD), and to provide a basis for their diagnosis, treatment and prevention.Methods:In this retrospective study, 226 patients with FDD receiving 3D high-resolution anorectal manometry were divided into an elderly group(93 cases)and a non-elderly group(133 cases). Results from anorectal manometry parameters were compared and analysis of patterns of anorectal pressure changes in elderly participants based on sex, the Bristol stool classification and clinical symptoms was conducted.Results:The resting anal pressure, rectal pressure and anal relaxation rate were lower( t=-3.407, -2.051, Z=2.548, P=0.001, 0.040, 0.011)and the volume of first sensation was higher( t=1.998, P=0.047)in the elderly group than in the non-elderly group.The maximum anal squeezing pressure, residual anal pressure and maximum tolerated volume were higher( t=4.589, 4.730, 2.025, all P<0.05), whereas the anal relaxation rate and anorectal pressure gradient were lower in elderly men than in elderly women( Z=4.059, t=-3.714, P<0.001 for both). Regarding the types of FDD, both the elderly group and the non-elderly group were dominated with type Ⅱ defecation disorder, with more men than women having type Ⅱ defecation disorder in the elderly group( χ2=10.343, P=0.001). In cases of paradoxical sphincter contraction during simulated defecation, the incidence in the elderly group was 80.65%(75/93), which was higher than 68.42%(91/133)in the non-elderly group( χ2=4.194, P=0.041). The volume of first sensation, volume of first defecation sensation, and maximum tolerated volume of patients in the elderly group without the urge to defecate were(59.86±23.84)ml, (96.76±34.61)ml, and(144.32±30.57)ml, respectively, higher than those of patients with the urge to defecate(46.79±17.20)ml, (75.26±28.75)ml, and(120.00±40.28)ml( t=-2.241, -2.493, -2.891, P=0.027, 0.014, 0.005). The rectal pressure(26.52±16.08)mmHg of patients with defecation dyssynergia was lower than that of patients without defecation dyssynergia(39.91±8.82)mmHg(1 mmHg=0.133 kPa)( t=-3.128, P=0.002), while the resting anal pressure of patients with defecation dyssynergia(90.60±28.44)mmHg was higher than that of patients without defecation dyssynergia(73.65±27.10)mmHg( t=-2.201, P=0.030). The resting anal pressure and maximum anal squeezing pressure in patients with anal blockage sensation[(87.11±24.64)mmHg, (149.28±48.29)mmHg]were higher than those in patients without anal blockage sensation[(72.43±20.02)mmHg, (121.76±26.35)mmHg]( t=2.954、3.066, P=0.004、0.003). There was no significant difference in values from parameters of anorectal dynamics between patients with different Bristol stool types, with and without incomplete defecation or with different degrees of abdominal distension(all P>0.05). Conclusions:Anorectal dynamics in patients with FDD are characterized by paradoxical anal sphincter movements, but older patients with FDD are mainly characterized by inadequate rectal propulsion, pelvic floor muscle dysfunction and reduced rectal sensitivity.
8.Partial stereotactic ablative boost radiotherapy in bulky non-small cell lung cancer: a dosimetric comparison between proton and photon
Yun BAI ; Xianshu GAO ; Mingwei MA ; Zhilei ZHAO ; Peilin LIU ; Xi CAO ; Shangbin QIN ; Siwei LIU ; Yan GAO ; Xueying REN ; Hongzhen LI ; Min ZHANG ; Xiaomei LI ; Feng LYU ; Xiaoying LI ; Xin QI ; Jiayan CHEN ; Mu XIE
Chinese Journal of Radiation Oncology 2022;31(8):710-715
Objective:Partial stereotactic ablative boost radiotherapy(P-SABR)is a method to deliver SABR boost to the gross tumor boost volume(GTVb), followed by conventionally fractionated radiotherapy to the whole tumor area(GTV). GTVb is the max volume receiving SABR while ensuring the critical organ-at-risk(OAR)falloff to 3 GyE/f. We investigated the potential advantage of proton therapy in treating bulky non-small cell lung cancer(the tumor length greater than 8 cm).Methods:Nine patients with bulky NSCLC treated with photon P-SABR in our institute were selected. For the treatment planning of proton therapy, the GTVb target area was gradually outwardly expanded based on the photon GTVb target area until the dose to critical OARs reached 3 GyE/f. The GTV and CTV areas remained the same as photon plan. A proton intensity-modulated radiation treatment plan(proton-IMPT), a photon intensity-modulated radiation treatment plan(photon-IMRT)and a photon volumetric modulated arc therapy(photon-VMAT)were created for each patient, respectively. The dosimetric parameters of different treatment plans were compared.Results:The volume ratio of GTVb-photon and GTVb-proton to GTV was(25.4±13.4)% and(69.7±30.0)%,respectively( P<0.001). In photon-IMRT, photon-VMAT, and proton-IMPT plan groups, the mean dose of CTV was(76.1±4.9)Gy, (78.2±3.6)Gy, and(84.7±4.9)Gy, respectively; the ratio of tumor volume with Biologic Effective Dose(BED)≥ 90 Gy to GTV volume was(70.7±21.7)%, (76.8±22.1)%,and(97.9±4.0)%,respectively. The actual dose and BED to the tumor area of the proton-IMPT plan group were significantly higher than those of the photon plan group(both P<0.05). Besides, the OARs dose was significantly decreased in the proton-IMPT group, with(49.2±22.0)%, (56.8±19.0)% and(16.1±6.3)% of the whole lung V5 for photon-IMRT, photon-VMAT and proton-IMPT, respectively(all P<0.001). Conclusions:Larger GTV boost target volume, higher BED and reduced OARs dose can be achieved in proton plans compared with photon plans. Proton P-SABR is expected to further improve the local control rate of bulky NSCLC with fewer adverse effects.
9.Application of Three-dimensional Reconstruction in Single Utility-port Thoracoscopic Segmentectomy for Early Stage Non-small Cell Lung Cancer: A Propensity Score-matched Analysis
Peilin YOU ; Wenshu CHEN ; Lilan ZHAO ; Tianxing GUO ; Lihuan ZHU ; Pengjie TU ; Jianyuan HUANG ; Xiaojie PAN
Cancer Research on Prevention and Treatment 2021;48(4):387-392
Objective To evaluate the clinical value of 3D reconstruction in the single utility-port thoracoscopic segmentectomy of early stage NSCLC by propensity score matching (PSM). Methods We retrospectively analyzed clinical data of 150 early stage NSCLC patients undergoing single utility-port thoracoscopic segmentectomy. The patients were divided into reconstruction group (
10.Effect of different cone-beam CT image-guidance strategies on the accumulated dose of radiotherapy for spine metastases
Chenghao JIA ; Bo ZHAO ; Xianshu GAO ; Min ZHANG ; Yan GAO ; Siwei LIU ; Zhaocai SHANG ; Yue LI ; Peilin LIU
Chinese Journal of Radiation Oncology 2021;30(5):475-480
Objective:To evaluate the effect of setup errors from daily cone-beam computed tomography (CBCT) on the accumulated dose under different image-guidance (IG) strategies, aiming to investigate the appropriate IG strategies during radiotherapy for the spine metastases.Methods:A total of 720 CBCT scans of 36 vertebral lesions were obtained. All 36 lesions were divided into the simultaneous boosting (PTV 40 Gy/20f, GTV 60 Gy/20f, n=20) and conventional radiotherapy groups (PTV 40 Gy/20f, n=16). The actual fractionated plan was recalculated simulatively after transferring the isocenter of the initial plan according to the interfraction setup error. Under no daily image-guidance (no-DIG) strategies including twice imaging guidance weekly (TIG), initial 5 days then weekly imaging guidance (5D+ WIG), WIG and no imaging guidance (NIG), the dose deviation was calculated between the delivered dose accumulated by each actual fractionated plan and the dose distribution under DIG. The tolerance of dose deviation for the target was within ±5% and the D max of the spinal cord was limited below 45 Gy. Results:Under different image-guidance strategies of TIG, 5D+ WIG, WIG and NIG, the median dose deviation was approximately ±1% for the CTV D 95% and D max of spinal cord. However, the median dose deviation was beyond -5% for the PTV D 95% when conventional radiotherapy was given. The median dose deviation was approximately 10% for the D max of spinal cord and the proportion of cases whose maximum irradiated dose of spinal cord was more than 4500 cGy was ≥70%. Also, the median dose deviation was beyond -5% for the GTV D 95% and PTV D 95% when simultaneous boosting was delivered. Conclusions:Because the dose deviation of CTV and spinal cord is within the tolerance limit, the image-guidance strategies could be chosen according to the clinical practice when conventional radiotherapy is delivered. However, the dose deviation of spinal cord, GTV and PTV exceeds the tolerance limit under no-DIG strategies when simultaneous boosting is delivered. Hence, it is necessary to perform daily IGRT for the spine metastases.

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