1.Application of combined cone-beam CT and ExacTrac X-ray image-guided system in high-grade glioma radiotherapy
Jun ZHOU ; Han-Xu LI ; Zhi-Bing HUANG ; Jiu-Qing WAN ; Dong-Chun LI ; Liang-Zhi ZHONG
Chinese Medical Equipment Journal 2024;45(8):57-62
Objective To explore the optimal image-guided verification mode by using combined cone-beam CT(CBCT)and ExacTrac X-ray(ETX)image-guided system for the position verification during the first and remaining fractionated radiotherapy of high-grade glioma patients.Methods Twenty high-grade glioma patients undergoing intensity-modulated radiotherapy at some hospital from January 2018 to June 2020 were analyzed retrospectively.CBCT image-guided system was used for the patients treated for the first time to determine the corresponding position of the treatment center on the body surface and to reset and mark the treatment center,then on-line auto registration of the CBCT images with CT positioning images was carried out,and the residual setup errors were verified with ETX image-guided system;position verification of the setup errors was performed with ETX image-guided sysem during the remaining fractionated treatment.The setup errors and their interval distributionswere calculated for the patients in six directions including left-right direction(Lat),head-foot direction(Lng),anterior-posterior direction(Vrt),rotation around left-right(Pitch),rotation around head-foot(Roll)and rotation around anterior-posterior(Yaw).SPSS 22.0 statistical software was used for data analysis.Results There were 75%patients treated for the first time and 78.62%ones undergoing the remaining fractionated radiotherapy only needed one time of setup error corre-ction.Combined CBCT and ETX image-guided resetting during the first radiotherapy met clinical requirements;during the remaining fractionated radiotherapy there were significant differences between the setup errors in the six directions before and after calibration(P<0.05).The interval distribution of setup errors showed the error values in the six directions were all restricted within 0 to 1 mm and within 0° to l °during the first and remaining fractionated radiotherapy.Conclusion Involve-ment of combined CBCT and ETX image-guided system in the first and remaining fractionated radiotherapy of high-grade glioma patients after operation contributes to determining and resetting the treatment center rapidly and accurately,decreasing setup errors and enhancing the accuracy and repeatability of radiotherapy.[Chinese Medical Equipment Journal,2024,45(8):57-62].
2.Neoadjuvant chemotherapy in the treatment of locally advanced olfactory neuroblastoma in 25 cases.
Yan SUN ; Shu Rong ZHANG ; Ming Jie WANG ; Qian HUANG ; Shun Jiu CUI ; Ben Tao YANG ; E QIU ; Cheng LI ; Bing ZHOU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2023;58(5):425-430
Objective: To evaluate the efficacy of neoadjuvant chemotherapy (NACT) in the treatment of locally advanced olfactory neuroblastoma (ONB), and to explore the factors related to the efficacy of NACT. Methods: A total of 25 patients with ONB who underwent NACT in Beijing TongRen Hospital from April 2017 to July 2022 were retrospectively analyzed. There were 16 males and 9 females, with an average age of 44.9 years (ranged 26-72 years). There were 22 cases of Kadish stage C and 3 cases of stage D. After multiple disciplinary team(MDT) discussion, all patients were treated sequentially with NACT-surgery-radiotherapy. Among them, 17 cases were treated with taxol, cis-platinum and etoposide (TEP), 4 cases with taxol, nedaplatin and ifosfamide (TPI), 3 cases with TP, while 1 case with EP. SPSS 25.0 software was used for statistical analysis, and survival analyses were calculated based on the Kaplan-Meier method. Results: The overall response rate of NACT was 32% (8/25). Subsequently, 21 patients underwent extended endoscopic surgery and 4 patients underwent combined cranial-nasal approach. Three patients with stage D disease underwent cervical lymph node dissection. All patients received postoperative radiotherapy. The mean follow-up time was 44.2 months (ranged 6-67 months). The 5-year overall survival rate was 100.0%, and the 5-year disease-free survival rates was 94.4%. Before NACT, Ki-67 index was 60% (50%, 90%), while Ki-67 index was 20% (3%, 30%) after chemotherapy [M (Q1, Q3)]. The change of Ki-67 before and after NACT was statistically significant (Z=-24.24, P<0.05). The effects of age, gender, history of surgery, Hyams grade, Ki-67 index and chemotherapy regimen to NACT were analyzed. Ki-67 index≥25% and high Hyams grade were related to the efficacy of NACT (all P<0.05). Conclusions: NACT could reduce Ki-67 index in ONBs. High Ki-67 index and Hyams grade are clinical indicators sensitive to the efficacy of NACT. NACT-surgery-radiotherapy is effective for patients with locally advanced ONB.
Male
;
Female
;
Humans
;
Adult
;
Middle Aged
;
Aged
;
Neoadjuvant Therapy/methods*
;
Retrospective Studies
;
Esthesioneuroblastoma, Olfactory/etiology*
;
Ki-67 Antigen
;
Paclitaxel
;
Antineoplastic Combined Chemotherapy Protocols/therapeutic use*
;
Nasal Cavity
;
Nose Neoplasms/therapy*
;
Neoplasm Staging
3.Construction of protoplast genetic transformation system for Mycena--symbiont of Gastrodia elata.
Qing-Song YUAN ; Jiu-Chun AN ; Hui WANG ; Jiao XU ; Yan-Ping GAO ; Yang YANG ; Wei-Ke JANG ; Jin-Qiang ZHANG ; Liang-Yuan LI ; Tao ZHOU
China Journal of Chinese Materia Medica 2022;47(9):2304-2308
Mycena, a symbiont of Gastrodia elata, promotes seed germination of G. elata and plays a crucial role in the sexual reproduction of G. elata. However, the lack of genetic transformation system of Mycena blocks the research on the interaction mechanism of the two. In order to establish the protoplast transformation system of Mycena, this study analyzed the protoplast enzymatic hydrolysis system, screened the resistance markers and regeneration medium, and explored the transient transformation. After hydrolysis of Mycena hyphae with complexes enzymes for 8 h and centrifugation at 4 000 r·min~(-1), high-concentration and quality protoplast was obtained. The optimum regeneration medium for Mycena was RMV, and the optimum resistance marker was 50 mg·mL~(-1) hygromycin. The pLH-HygB-HuSHXG-GFP-HdSHXG was transformed into the protoplast of Mycena which then expressed GFP. The established protoplast transformation system of Mycena laid a foundation for analyzing the functional genes of Mycena and the molecular mechanism of the symbiosis of Mycena and G. elata.
Agaricales
;
Gastrodia/genetics*
;
Protoplasts
;
Symbiosis/genetics*
;
Transformation, Genetic
4.The application of nasal mucosal flaps in frontal drill out procedures.
Ting YE ; Cheng LI ; Xiao Qing ZHANG ; Ya Meng SHAO ; Qian HUANG ; Shun Jiu CUI ; Bing ZHOU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2022;57(8):915-922
Objective: To summarize the follow-up outcomes of frontal drill out procedures (draf Ⅱb, extended draf Ⅱb and draf Ⅲ) using mucosal flaps, and discuss the surgical indications of different mucosal flaps and their potential benefits to the opening of the frontal neo-ostium. Methods: A total of 48 patients with chronic rhinosinusitis or frontal mucoceles treated by draf Ⅱb, extended draf Ⅱb and draf Ⅲ between 2013 and 2019 in Beijing TongRen Hospital were enrolled in this study. Twenty-four patients who were treated with mucosal flaps were considered as mucosal flap group (including 19 males and 5 females, aging from 19 to 71 years), and the other 24 patients who didn't have neo-ostium reconstruction were considered as control group (including 18 males and 6 females, aging from 21 to 63 years). The frontal neo-ostium crosssectional area was measured with osiriX® 7 days and 1 year postoperatively. Lund-Kennedy score (LKS) was also completed to analyze the difference of therapeutic effect between mucosal flap group and control group. SPSS 23.0 software was used for statistical analysis. Results: The postoperative follow-up time was 18 to 102 months. The postoperative epithelialization time in the mucosal flap group and the control group was (2.5±0.9) months and (3.0±0.7) months (Mean±SD), respectively, with statistically significant (t=1.97, P=0.024). At the end of follow-up, 23 cases (95.8%) had well opened frontal neo-ostium, 1 case (4.2%) was re-stenosed, and there was no revision surgery in the mucosal flap group. In the control group, 16 cases (66.7%) had well opened frontal neo-ostium, 8 cases (33.3%) were re-stenosed, 4 cases (16.7%) had revision surgery. The mucosal flap group had much fewer stenosis cases than control group (χ2=4.92, P=0.027). The neo-ostium area in the mucosal flap group and the control group was reduced by (0.87±0.58) cm2 and (1.54±1.15) cm2 1 year after operation respectively, with statistically significant (t=1.72, P=0.046). There was no case of frontal sinus atresia and no surgical complication in both groups. The two-factor repeated measurement analysis of variance after surgery showed that the average LKS of the mucosal flap group was 0.78 points lower than that of the control group. In other words, the influence of grafting technique on LKS was statistically significant (F=5.33, P=0.035). Conclusions: The application of mucosal flaps to cover the denuded bone during frontal drill out procedures can prohibit mucosal scar and new bone formation, and significantly reduce the stenosis rate of frontal neo-ostium.
Constriction, Pathologic
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Endoscopy/methods*
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Female
;
Frontal Sinus/surgery*
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Humans
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Male
;
Mucous Membrane/transplantation*
;
Surgical Flaps
5.Delivery room resuscitation and short-term outcomes of extremely preterm and extremely low birth weight infants: a multicenter survey in North China.
Shuai-Jun LI ; Qi FENG ; Xiu-Ying TIAN ; Ying ZHOU ; Yong JI ; Yue-Mei LI ; Shu-Fen ZHAI ; Wei GUO ; Fang ZHANG ; Rong-Xiu ZHENG ; Hai-Ying HE ; Xia LIU ; Jun-Yi WANG ; Hua MEI ; Hong-Yun WANG ; Hua XIE ; Chao-Mei ZENG ; Li MA ; Ping-Ping ZHANG ; Jin-Yu LI ; Xiao-Ying WANG ; Li-Hua LI ; Hong CUI ; Shu-Lan YANG ; Lu CHEN ; Xiao-Hong GU ; Yan-Ju HU ; Sheng-Shun QUE ; Li-Xia SUN ; Ming YANG ; Wen-Li ZHAO ; Qiu-Yan MA ; Hai-Juan WANG ; Jiu-Ye GUO
Chinese Medical Journal 2021;134(13):1561-1568
BACKGROUND:
Delivery room resuscitation assists preterm infants, especially extremely preterm infants (EPI) and extremely low birth weight infants (ELBWI), in breathing support, while it potentially exerts a negative impact on the lungs and outcomes of preterm infants. This study aimed to assess delivery room resuscitation and discharge outcomes of EPI and ELBWI in China.
METHODS:
The clinical data of EPI (gestational age [GA] <28 weeks) and ELBWI (birth weight [BW] <1000 g), admitted within 72 h of birth in 33 neonatal intensive care units from five provinces and cities in North China between 2017 and 2018, were analyzed. The primary outcomes were delivery room resuscitation and risk factors for delivery room intubation (DRI). The secondary outcomes were survival rates, incidence of bronchopulmonary dysplasia (BPD), and risk factors for BPD.
RESULTS:
A cohort of 952 preterm infants were enrolled. The incidence of DRI, chest compressions, and administration of epinephrine was 55.9% (532/952), 12.5% (119/952), and 7.0% (67/952), respectively. Multivariate analysis revealed that the risk factors for DRI were GA <28 weeks (odds ratio [OR], 3.147; 95% confidence interval [CI], 2.082-4.755), BW <1000 g (OR, 2.240; 95% CI, 1.606-3.125), and antepartum infection (OR, 1.429; 95% CI, 1.044-1.956). The survival rate was 65.9% (627/952) and was dependent on GA. The rate of BPD was 29.3% (181/627). Multivariate analysis showed that the risk factors for BPD were male (OR, 1.603; 95% CI, 1.061-2.424), DRI (OR, 2.094; 95% CI, 1.328-3.303), respiratory distress syndrome exposed to ≥2 doses of pulmonary surfactants (PS; OR, 2.700; 95% CI, 1.679-4.343), and mechanical ventilation ≥7 days (OR, 4.358; 95% CI, 2.777-6.837). However, a larger BW (OR, 0.998; 95% CI, 0.996-0.999), antenatal steroid (OR, 0.577; 95% CI, 0.379-0.880), and PS use in the delivery room (OR, 0.273; 95% CI, 0.160-0.467) were preventive factors for BPD (all P < 0.05).
CONCLUSION
Improving delivery room resuscitation and management of respiratory complications are imperative during early management of the health of EPI and ELBWI.
Birth Weight
;
Bronchopulmonary Dysplasia
;
China/epidemiology*
;
Delivery Rooms
;
Female
;
Gestational Age
;
Humans
;
Infant
;
Infant, Extremely Low Birth Weight
;
Infant, Extremely Premature
;
Infant, Newborn
;
Male
;
Pregnancy
6.Cloning and functional analysis of caffeic acid and rosmarinic acid glycosyltransferases from Arnebia euchroma.
Rui-Shan WANG ; Sheng WANG ; Jiu-Wen LIANG ; Tan LI ; Li ZHOU ; Zhi-Lai ZHAN ; Xiu-Fu WAN ; Chuan-Zhi KANG ; Lan-Ping GUO
China Journal of Chinese Materia Medica 2021;46(1):86-93
Caffeic acid and its oligomers are the main water-soluble active constituents of the traditional Chinese medicine(TCM) Arnebiae Radix. These compounds possess multiple biological activities such as antimicrobial, antioxidant, cardiovascular protective, liver protective, anti-liver fibrosis, antiviral and anticancer activities. The phenylpropanoid pathway in plants is responsible for the biosynthesis of caffeic acid and its oligomers. Glycosylation can change phenylpropanoid solubility, stability and toxic potential, as well as influencing compartmentalization and biological activity. In view of the important role played by de-glycosylation in the regulation of phenylpropanoid homeostasis, the biosynthesis of caffeic acid and its oligomers are supposed to be under the control of relative UDP-glycosyltransferases(UGTs). Through the data mining of Arnebia euchroma transcriptome, we cloned 15 full-length putative UGT genes. After recombinant expression using the prokaryotic system, the crude enzyme solution of the putative UGTs was examined for the glycosylation activities towards caffeic acid and rosmarinic acid in vitro. AeUGT_01, AeUGT_02, AeUGT_03, AeUGT_04 and AeUGT_10 were able to glycosylate caffeic acid and/or rosmarinic acid resulting in different mono-and/or di-glycosylated products in the UPLC-MS analyses. The characterized UGTs were distantly related to each other and divided into different clades of the phylogenetic tree. Based on the observation that each characterized UGT exhibited substrate or catalytic similarity with the members in their own clade, we supposed the glycosylation abilities towards caffeic acid and/or rosmarinic acid were evolved independently in different clades. The identification of caffeic acid and rosmarinic acid UGTs from A. euchroma could lead to deeper understanding of the caffeic acid oligomers biosynthesis and its regulation. Furthermore, these UGTs might be used for regiospecific glycosylation of caffeic acid and rosmarinic acid to produce bioactive compounds for potential therapeutic applications.
Boraginaceae/genetics*
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Caffeic Acids
;
Chromatography, Liquid
;
Cinnamates
;
Cloning, Molecular
;
Depsides
;
Glycosyltransferases/genetics*
;
Phylogeny
;
Tandem Mass Spectrometry
7.Effects of theta burst stimulation mode repetitive transcranial magnetic stimulation on negative symptoms and cognitive function in elderly patients with chronic schizophrenia
Jing ZHAO ; Yinmiao GUO ; Mengnan LI ; Ju GAO ; Xinyu FANG ; Chao ZHOU ; Jiu CHEN ; Fuquan ZHANG ; Xiangrong ZHANG
Chinese Journal of Behavioral Medicine and Brain Science 2021;30(7):577-583
Objective:To investigate the effects of theta burst stimulation(TBS)mode repeated transcranial magnetic stimulation (r-TMS) in the left prefrontal on negative symptoms and cognitive function in the elderly chronic schizophrenic patients.Methods:Totally 48 patients with stable chronic senile schizophrenia (24 cases in r-TMS treatment group and 24 cases in r-TMS pseudo stimulation control group) were selected. The treatment group was given the TBS mode r-TMS performed in the left dorsolateral prefrontal cortex. The control group was given pseudo stimulation at the same site. Before and after treatment, the brief psychiatric rating scale(BPRS), scale for assessment of negative symptoms(SANS), and positive and negative syndrome scale(PANSS)were used to assess mental symptoms, while Mattis-dementia rating scale(MDRS-2)and social adaptation functioning evaluation(SAFE)were used to assess cognitive function and social function. SPSS 20.0 was used for statistical analysis.Comparisons of the differences between inter groups and intra groups were conducted by independent sample t test and paired t-test. Results:(1)There were significant differences in the total score of PANSS scale((60.17±3.73), (56.67±3.12)), the negative symptom subscale score of PANSS((20.88±2.94), (17.96±2.33)) and the score of SANS((30.67±1.66), (30.25±1.45)) before and after treatment in the treatment group (all P<0.05). The D-value before and after treatment in the scores of BPRS ( t=3.513, P=0.001), PANSS ( t=6.048, P<0.01), negative symptom subscale ( t=6.610, P<0.01) and SANS ( t=8.239, P<0.01) were significantly different between the two groups. (2)There were significant differences in the scores of MDRS-2 and its sub scales before and after treatment in the treatment group (all P<0.05). The D-value before and after treatment in the scores of MDRS-2 ( t=6.216, P<0.01), attention ( t=4.596, P<0.01), start/maintain ( t=6.424, P<0.01), concept formation ( t=3.974, P<0.01), construction( t=2.194, P=0.033) and memory ( t=3.162, P=0.003) were significantly different between the two groups.(3)There was no significant difference in the SAFE score between the treatment group and the control group before and after treatment ( t=0.138, 0.142, both P>0.05). Conclusion:TBS can improve the negative symptoms and cognitive function in patients with the elderly chronic schizophrenic, but the effect of social function is not clear.
8.Adefovir Dipivoxil plus Chinese Medicine in HBeAg-Positive Chronic Hepatitis B Patients: A Randomized Controlled 48-Week Trial.
Xiao-Ke LI ; Ming-Xiang ZHANG ; Feng-Zhen SHAO ; Da-Qiao ZHOU ; Jing-Dong XUE ; Tie-Jun LIU ; Xiao-Ling CHI ; Bing-Jiu LU ; Xian-Bo WANG ; Qin LI ; Jun LI ; De-Wen MAO ; Hua-Sheng YANG ; Hong-Zhi YANG ; Wen-Xia ZHAO ; Yong LI ; Guo-Liang ZHANG ; Yi-Ming ZHAO ; Jian-Dong ZOU ; Meng-Yang LIU ; Ke-Ke ZHANG ; Xian-Zhao YANG ; Da-Nan GAN ; Ying LI ; Peng ZHANG ; Zhi-Guo LI ; Shuo LI ; Yong-An YE
Chinese journal of integrative medicine 2020;26(5):330-338
OBJECTIVE:
To evaluate the effects of a 48-week course of adefovir dipivoxil (ADV) plus Chinese medicine (CM) therapy, namely Tiaogan Jianpi Hexue () and Tiaogan Jiedu Huashi () fomulae, in hepatitis B e antigen (HBeAg)-positive Chinese patients.
METHODS:
A total of 605 HBeAg-positive Chinese CHB patients were screened and 590 eligible participants were randomly assigned to 2 groups in 1:1 ratio including experimental group (EG, received ADV plus CM) and control group (CG, received ADV plus CM-placebo) for 48 weeks. The major study outcomes were the rates of HBeAg and HBV-DNA loss on week 12, 24, 36, 48, respectively. Secondary endpoints including liver functions (enzymes and bilirubin readings) were evaluated every 4 weeks at the beginning of week 24, 36, and 48. Routine blood, urine, and stool analyses in addition to electrocardiogram and abdominal B scan were monitored as safety evaluations. Adverse events (AEs) were documented.
RESULTS:
The combination therapy demonstrated superior HBeAg loss at 48 weeks, without additional AEs. The full analysis population was 560 and 280 in each group. In the EG, population achieved HBeAg loss on week 12, 24, 36, and 48 were 25 (8.90%), 34 (12.14%), 52 (18.57%), and 83 (29.64%), respectively; the equivalent numbers in the CG were 20 (7.14%), 41 (14.64%), 54 (19.29%), and 50 (17.86%), respectively. There was a statistically significant difference between these group values on week 48 (P<0.01). No additional AEs were found in EG. Subgroup analysis suggested different outcomes among treatment patterns.
CONCLUSION
Combination of CM and ADV therapy demonstrated superior HBeAg clearance compared with ADV monotherapy. The finding indicates that this combination therapy may provide an improved therapeutic effect and safety profile (ChiCTR-TRC-11001263).
Adenine
;
analogs & derivatives
;
therapeutic use
;
Adult
;
Antiviral Agents
;
therapeutic use
;
Double-Blind Method
;
Drug Therapy, Combination
;
Drugs, Chinese Herbal
;
therapeutic use
;
Female
;
Hepatitis B e Antigens
;
immunology
;
Hepatitis B, Chronic
;
drug therapy
;
immunology
;
Humans
;
Male
;
Medicine, Chinese Traditional
;
Organophosphonates
;
therapeutic use
;
Young Adult
9.Establishment of RNA interfered hairy root system of two CYP450 genes in Arnebia euchroma and its influence.
Jiu-Wen LIANG ; Tan LI ; Rui-Shan WANG ; Li ZHOU ; Quan YANG ; Sheng WANG ; Lan-Ping GUO
China Journal of Chinese Materia Medica 2020;45(14):3422-3431
In this study, based on the transcriptome database of suspension cells of Arnebia euchroma, we explored two candidate cytochrome P450 enzyme genes that might relate to the shikonin biosynthesis downstream pathway when CYP76B74 sequence was referenced. We constructed interference-type hairy roots of candidate genes and cultured them. We measured the fresh weight, dry weight, total naphthoquinone content, shikonin and its derivatives content and expression levels of key enzyme genes involved in shikonin biosynthesis pathway. The effects of candidate genes on the growth and shikonin production of A. euchroma hairy roots were discussed, and the possible regulatory mechanisms that candidate genes affected shikonin synthesis were discussed. Through local Blast and phylogenetic analysis, two candidate CYP450 genes(CYP76B75 and CYP76B100) with high homology to CYP76B74 in A. euchroma were screened, and corresponding interference hairy roots were constructed. Compared with the control(RNAi-control), the fresh weight of CYP76B75 interfered hairy root(RNAi-CYP76B75) and CYP76B100 interfered hairy root(RNAi-CYP76B100) were significantly reduced, while dry weight were not affected, so the dry rate increased significantly. Except for β-acetoxyisovalerylalkannin, which is high in three groups of hairy roots, the contents of shikonin, deoxyshikonin, acetylshikonin, β,β'-dimethacrylicalkannin, β-hydroxyisovalerylshikonin,β-hydroxyisovalerylshikonin, isobutyrylshikonin and total naphthoquinones showed a consistent pattern: RNAi-CYP76B75>RNAi-CYP76B100>RNAi-control. Among them, the synthesis of β-hydroxyisovalerylshikonin was most significantly promoted by interfering with the expression of CYP76B75. The content of β-hydroxyisovalerylshikonin in RNAi-CYP76B75 was 11.7 times that of RNAi-control. RESULTS:: of real-time qPCR analysis showed that compared to RNAi-control, the expression levels of AePGT gene in RNAi-CYP76B75 and RNAi-CYP76B100 were not changed significantly, and the expression levels of CYP76B74 and AeHMGR were up-regulated. In addition, the expression level of CYP76B100 in RNAi-CYP76B75 was down-regulated, whereas in RNAi-CYP76B100, the expression of CYP76B75 was significantly up-regulated. Therefore, this study confirmed that when the expression of CYP76B75 and CYP76B100 were interrupted, the growth of hairy roots were suppressed, but the synthesis of shikonin were promoted. They might increase the shikonin biosynthesis by up-regulating the expression of CYP76B74 in the hairy roots of A. euchroma.
Boraginaceae
;
genetics
;
Cytochrome P-450 Enzyme System
;
Naphthoquinones
;
Phylogeny
;
Plant Roots
;
RNA
;
RNA Interference
10.Application of Artificial Intelligence Automatic Diatom Identification System in Practical Cases.
Yuan Yuan ZHOU ; Yong Jie CAO ; Yue YANG ; Ya Li WANG ; Kai Fei DENG ; Kai Jun MA ; Yi Jiu CHEN ; Zhi Qiang QIN ; Jian Hua ZHANG ; Ping HUANG ; Ji ZHANG ; Li Qin CHEN
Journal of Forensic Medicine 2020;36(2):239-242
Objective To discuss the application of artificial intelligence automatic diatom identification system in practical cases, to provide reference for quantitative diatom analysis using the system and to validate the deep learning model incorporated into the system. Methods Organs from 10 corpses in water were collected and digested with diatom nitric acid; then the smears were digitally scanned using a digital slide scanner and the diatoms were tested qualitatively and quantitatively by artificial intelligence automatic diatom identification system. Results The area under the curve (AUC) of the receiver operator characteristic (ROC) curve of the deep learning model incorporated into the artificial intelligence automatic diatom identification system, reached 98.22% and the precision of diatom identification reached 92.45%. Conclusion The artificial intelligence automatic diatom identification system is able to automatically identify diatoms, and can be used as an auxiliary tool in diatom testing in practical cases, to provide reference to drowning diagnosis.
Artificial Intelligence
;
Cadaver
;
Diatoms
;
Drowning
;
Humans
;
Lung

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