1.UPLC-Q-TOF-MS Reveals Mechanisms of Modified Qing'e Formula in Delaying Skin Photoaging and Regulating Circadian Rhythm
Wanyu YANG ; Xiujun ZHANG ; Yan WANG ; Chunjing SONG ; Haoming MA ; Lifeng WANG ; Nan LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(6):88-97
ObjectiveTo reveal the active substances and mechanisms of modified Qing'e formula (MQEF) in delaying skin photoaging by ultra-performance liquid chromatography-quadrupole-time of flight mass spectrometry (UPLC-Q-TOF-MS),network pharmacology, and cell experiments. MethodsUPLC-Q-TOF-MS and a literature review were employed to analyze the transdermally absorbed components in mice after the topical application of MQEF. The potential targets of MQEF in treating skin photoaging were retrieved from databases.The compound-potential target network and protein-protein interaction network were constructed to screen the key components and core targets. A photoaging cell model was established by irradiating HaCaT cells with medium-wave ultraviolet B (UVB). The safe doses of bakuchiol (BAK) and salvianolic acid B (SAB) for treating HaCaT cells and the effects of BAK and SAB on the viability of cells exposed to UVB irradiation were determined by the cell counting kit-8 (CCK-8) method.The reactive oxygen species (ROS) fluorescent probe was used to measure the ROS production in the cells treated with BAK and SAB.The expression levels of genes related to oxidative stress,inflammation,collagen metabolism,and circadian rhythm clock were measured by Real-time PCR. ResultsA total of 24 transdermally absorbed components of MQEF were identified,which acted on 367 potential targets,and 417 targets related to skin photoaging were screened out,among which 47 common targets were predicted as the targets of MQEF in treating skin photoaging. MQEF exerted the anti-photoaging effect via key components such as BAK and SAB,which acted on core proteins such as serine/threonine kinase 1 (Akt1) and mitogen-activated protein kinase 3 (MAPK3) and intervened in core pathways such as the tumor necrosis factor (TNF) and phosphatidylinositol-3-kinase (PI3K)/protein kinase B (Akt) signaling pathways.Compared with the model group,the administration of BAK and SAB increased the survival rate of HaCaT cells (P<0.01),down-regulated the mRNA levels of cyclooxygenase-2 (COX-2),interleukin-6 (IL-6),tumor necrosis factor-α (TNF-α),matrix metalloproteinase-1 (MMP-1),and matrix metalloproteinase-9 (MMP-9) (P<0.01),and up-regulated the mRNA levels of heme oxygenase-1 (HO-1) and NAD(P)H quinone dehydrogenase 1 (NQO-1) (P<0.05,P<0.01) in photoaged HaCaT cells.In addition,it eliminated excess ROS production induced by UVB and up-regulated the mRNA levels of brain and muscle ARNT-like 1 (BMAL1) and circadian locomotor output cycles kaput (CLOCK) associated with circadian clock (P<0.05,P<0.01). ConclusionMQEF delays skin photoaging through the coordinated effects of various components,multiple targets,and diverse pathways.The key components BAK and SAB in MQEF exhibit anti-photoaging properties,which involve inhibiting oxidative stress,preventing collagen degradation,mitigating inflammation,and maintaining normal skin circadian rhythms by regulating clock gene expression.
2.Genetic diversity analysis and fingerprinting of 175 Chimonanthus praecox germplasm based on SSR molecular marker.
Xiujun WANG ; Yanbei ZHAO ; Jing WANG ; Zihang LI ; Jitang ZHANG ; Qingwei LI
Chinese Journal of Biotechnology 2024;40(1):252-268
The elucidation of resources pertaining to the Chimonanthus praecox varieties and the establishment of a fingerprint serve as crucial underpinnings for advancing scientific inquiry and industrial progress in relation to C. praecox. Employing the SSR molecular marker technology, an exploration of the genetic diversity of 175 C. praecox varieties (lines) in the Yanling region was conducted, and an analysis of the genetic diversity among these varieties was carried out using the UPDM clustering method in NTSYSpc 2.1 software. We analyzed the genetic structure of 175 germplasm using Structure v2.3.3 software based on a Bayesian model. General linear model (GLM) association was utilized to analyze traits and markers. The genetic diversity analysis revealed a mean number of alleles (Na) of 6.857, a mean expected heterozygosity (He) of 0.496 3, a mean observed heterozygosity (Ho) of 0.503 7, a mean genetic diversity index of Nei՚s of 0.494 9, and a mean Shannon information index of 0.995 8. These results suggest that the C. praecox population in Yanling exhibits a rich genetic diversity. Additionally, the population structure and the UPDM clustering were examined. In the GLM model, a total of fifteen marker loci exhibited significant (P < 0.05) association with eight phenotypic traits, with the explained phenotypic variation ranging from 14.90% to 36.03%. The construction of fingerprints for C. praecox varieties (lines) was accomplished by utilizing eleven primer pairs with the highest polymorphic information content, resulting in the analysis of 175 SSR markers. The present study offers a thorough examination of the genetic diversity and SSR molecular markers of C. praecox in Yanling, and establishes a fundamental germplasm repository of C. praecox, thereby furnishing theoretical underpinnings for the selection and cultivation of novel and superior C. praecox varieties, varietal identification, and resource preservation and exploitation.
Bayes Theorem
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Biomarkers
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Phenotype
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Cluster Analysis
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Genetic Variation
3.Research on the RIS-PACS environment operation and big data testing of artificial intelligence diagnostic model of bone age imaging
Lihong LI ; Xiujun YANG ; Shuang LAI
Journal of Practical Radiology 2024;40(3):487-490
Objective To explore the feasibility and effectiveness of the artificial intelligence(AI)diagnostic model for bone age imaging in the radiology information system-picture archiving and communication system(RIS-PACS)environment operation.Methods The optimized bone age AI model was integrated into the RIS-PACS platform.The bone age imaging data of 88 038 patients aged 0-18 years old were automatically evaluated.The reference bone age was determined by the consensus of two experienced radi-ologists based on GP map,with an error of±1.0 year old.The success rate,accuracy,system compatibility,stability,and influen-cing factors of results were further analyzed.Results The time for bone age AI evaluation of each case did not exceed 3 seconds,and the success rate of automatic evaluation reached 100%.AI model of bone age and RIS-PACS in hospital could be well integrated.Accord-ing to the readings evaluated by pediatric radiologists based on GP maps,the accuracy rate was 93.05%for girls and 89.53%for boys,with a mean absolute error(MAE)of(0.42±0.54)years old for girls and(0.45±0.60)years old for boys,respectively.The AI model could run efficiency in the RIS-PACS,which significantly reduced the burden of radiologists.The factors that affect the accuracy of the model were image position,exposures,multiple images in a single sequence and hand deformity,etc.Conclusion The bone age imaging AI diagnostic model can be seamlessly embedded into RIS-PACS in hospital,achieving one click bone age imaging diagnosis.
4.Effect of temperature changes between neighboring days on mortality risk of respiratory diseases
LI Shufen ; NI Zhisong ; CHENG Chuanlong ; ZUO Hui ; LIANG Kemeng ; SONG Sihao ; XI Rui ; YANG Shuxia ; CUI Feng ; LI Xiujun
Journal of Preventive Medicine 2024;36(10):842-846,850
Objective:
To investigate the impact of temperature changes between neighboring days (TCN) on the mortality risk of respiratory diseases, so as to provide the evidence for the study of deaths from respiratory diseases caused by climate change.
Methods:
The monitoring data of deaths from respiratory diseases in Zibo City from 2015 to 2019 were collected from Shandong Provincial Management Information System for Chronic Diseases and Cause of Death Surveillance. The meteorological and air pollutant data of the same period were collected from China Meteorological Data Website and ChinaHighAirPollutants dataset. The effect of TCN on the risk of deaths from respiratory diseases was examined using a generalized additive model combined with a distributed lag non-linear model, and subgroup analyses for gender and age were conducted. The disease burden attributed to TCN at different intervals was assessed by calculating attributable fraction.
Results:
Totally 11 767 deaths from respiratory diseases were reported in Zibo City from 2015 to 2019, including 6 648 males (56.50%) and 5 119 females (43.50%). There were 1 307 deaths aged <65 years (11.11%), and 10 460 deaths aged 65 years and older (88.89%). A monotonically increasing exposure-response relationship was observed between TCN and deaths from respiratory diseases in the general population, females, and the population aged 65 years and older. The 95th percentile of TCN (P95, 3.84 ℃) reached the peak at a cumulative lagged of day 11 (RR=2.063, 95%CI: 1.261-3.376). The results of subgroup analyses showed greater impacts on females and the population aged 65 years and older, with cumulative lagged effects peaking at day 12 (RR=3.119, 95%CI: 1.476-6.589) and day 11 (RR=2.107, 95%CI: 1.260-3.523). The results of attributional risk analysis showed that next-day warming might increase the attributable risk of deaths from respiratory diseases, and next-day cooling might decrease the attributable risk.
Conclusion
Next-day warming may increase the mortality risk of respiratory diseases, and has greater impacts on females and the population aged 65 years and older.
5.Neurodevelopmental toxicity and Parkinsonism-like symptoms induced by nano-alumina exposure in zebrafish
Fanzhao ZENG ; Meng JIN ; Ruidie SHI ; Xiujun ZHANG ; Ning LI
Journal of Environmental and Occupational Medicine 2024;41(7):814-821
Background Nano-alumina (nano-Al2O3) is a widely utilized nanomaterial. Its impacts on the environment and biological systems have garnered significant attention. Zebrafish serves as a common model organism in scientific research due to its high homology with the human genome and is extensively used in toxicity studies. Objective To investigate the developmental toxicity and neurotoxicity of nano-Al2O3 exposure in zebrafish and the corresponding mechanisms of action. Method Zebrafish embryos at 6 h post-fertilization (hpf) were randomly assigned to a control group and five dose groups exposed to nano-Al2O3 at concentrations of 200, 400, 600, 800, and
6.Prognostic Value of ABAT mRNA Expression and ABAT Methylation Level in Bone Marrow of Patients with Myelodysplastic Syndrome
Yanmin YANG ; Xiujun HAO ; Zhifang ZHAO ; Pei WANG ; Weige XU ; Yingxin LI ; Xianhua YUAN
Journal of Modern Laboratory Medicine 2024;39(6):84-89
Objective To detect the expression level of 4-aminobutyrate aminotransferase(ABAT)in bone marrow of patients with myelodysplastic syndrome(MDS),and analyze its influence on clinicopathological features and prognosis of patients.Methods From January 2016 to March 2020,92 patients with MDS and 30 patients with acute myeloid leukemia(AML)from the First Affiliated Hospital of Xingtai Medical College were retrospectively collected.Meanwhile,30 patients with immunothrombocytopenia who did not develop MDS or other clonal diseases of the blood system during a 3-year follow-up were collected as control group.Real-time quantitative fluorescent PCR(qRT-PCR)was used to detect the relative expression level and methylation level of ABAT mRNA of all patients,and the relative expression level and methylation level of ABAT mRNA among different clinical characteristics of MDS patients were compared.Multivariate logistic regression analysis was used to analyze the risk factors affecting the adverse prognosis of MDS.The clinical value of detecting ABAT methylation level in predicting poor prognosis of MDS patients was analyzed by receiver operating characteristic(ROC)curve.Kaplan-Meier method was used to calculate the 3-year survival rate between groups with different ABAT mRNA relative expression levels and methylation levels,and log-rank test was used for their comparison.Results The expression level of ABAT mRNA in MDS group(0.42±0.08)was lower than that in control group(0.56±0.15)and AML group(0.52±0.10),while the methylation level of ABAT(32.51±5.32)was higher than that of AML group(26.21±4.58)and control group(10.25±4.31),and the differences were significant(t=4.251,4.562;10.415,8.326,all P<0.001).The methylation level of ABAT in high-risk patients(42.65±5.32)was higher than that in low-risk patients(25.63±4.16),intermediate-risk-1 patients(30.59±2.51)and intermediate-risk-2 patients(33.25±3.69)by IPSS risk grade,and the differences were significant(t=8.329,7.077,15.874,all P<0.001).Poor Karyotype analysis result[OR(95%CI):4.973(1.524~8.581),P=0.004],high IPSS risk grade[OR(95%CI):8.542(2.365~14.521),P<0.001]and ABAT hypermethylation level[OR(95%CI):6.178(1.589~13.021),P<0.001]were the risk factors affecting the poor prognosis of MDS.The cut-offvalue of ABAT methylation level to predict the poor prognosis of MDS were 30.54,and the area under the curve(AUC),the sensitivity and specificity were 0.92,0.874 and 0.851,respectively.The 3-year survival rate of the high ABAT methylation group(>30.54)was 66.67%,which was lower than that of the low ABAT methylation group(≤30.54)was 93.18%,with significant difference(Log-rank x2=9.814,P=0.002).Conclusion The ABAT methylation levels in MDS bone marrow increase,which is a risk factor affecting the poor prognosis of patients.ABAT basal level>30.54 is expected to become a factors predicting the poor prognosis of patients.
7.CT and MRI manifestations of soft tissue Kaposiform hemangioendothelioma in children
Tingting LI ; Huanhuan ZHANG ; Xiujun YANG
Chinese Journal of Medical Imaging Technology 2024;40(6):898-901
Objective To observe CT and MRI manifestations of soft tissue Kaposiform hemangioendothelioma(KHE)in children.Methods Data of 11 children with KHE confirmed by postoperative pathology were retrospectively analyzed,including 7 case underwent CT scanning,3 case underwent MR scanning and 1 case underwent both CT and MR scanning.The tumors originated from the skin with adjacent soft tissue invasion in 10 cases,while from pharyngeal soft tissue without skin involvement in 1 case.Nine cases were found with single and 2 cases were found with multiple lesions,with a total of 13 lesions,including 6 in the limbs,4 in the trunk and 3 in the head and neck,5 were focal type and 8 were diffuse type.CT and MRI manifestations of KHE were observed.Results Involvements of subcutaneous fat and deep fascia were noticed in all 8 cases(8/8,100%)who underwent CT scanning,while bone involvements were found in 3 cases(3/8,37.50%).The tumors present as equal density in 7 cases(7/8,87.50%)and equal-low density in 1 case(1/8,12.50%),with CT value of(30.25±14.32)HU,and no obvious venous stones or calcification was observed.Significant enhancement was observed in all 8 cases(8/8,100%)after administration of contrast agents,with CT value of(124.30±82.96)HU,and blood vessels around the lesions were noticed in 4 cases(4/8,50.00%).Among 4 cases who underwent MR examination,tumors invaded adjacent muscles in 3 cases(3/4,75/00%)and affected bones in 1 case(1/4,25.00%),presenting as uneven high signal on T2WI,high signal on diffusion weighted imaging(DWI)without significant decreased of apparent diffusion coefficient(ADC),with sustained significant enhancement in all 4 cases and empty blood vessel shadows in 3 cases.Conclusion CT and MRI manifestations of soft tissue KHE in children were characteristic,especially on contrast-enhanced scanning and DWI.
8.Clinical study on effect of Shumu Peitu herb-partitioned moxibustion on diarrhea-predominant irritable bowel syndrome and negative emotions
Yanqi DAI ; Xiujun GUO ; Qiong WU ; Qin YANG ; Yu ZENG ; Li HUANG
Chinese Journal of Practical Nursing 2023;39(17):1294-1300
Objective:To explore the intervention effect of Shumu Peitu herb-partitioned moxibustion on clinical signs and symptoms and negative emotions of diarrhea-predominant irritable bowel syndrome (IBS-D) patients with liver-stagnation and spleen-deficiency pattern.Methods:A total of 72 patients with IBS-D of liver-stagnation and spleen-deficiency pattern treated in the Department of Gastroenterology of Nanjing Vniversity of Chinese Medicine from September 2021 to June 2022 were selected for randomized controlled trial. The patients were randomly divided into the observation group (2 cases dropped off, 34 cases in total) and control group (1 case dropped off, 35 cases in total) by random number table method. The patients in control group were treated with Tongxieyaofang (TXYF). The patients in observation group were treated with oral administration of TXYF and Shumu Peitu herb-partitioned moxibustion, and both groups were treated for 4 weeks. The clinical efficacy, Traditional Chinese Medicine (TCM) syndrome integral, IBS Quality of Life Questionnaire (IBS-QOL), IBS Symptom Severity Scale (IBS-SSS), Bristol Stool Form Scale and Hospital Anxiety and Depression Scale (HADS) were compared before and after treatment.Results:After treatment, the total effective rate of the observation group was 94.12%(32/34), which was higher than the 71.43%(25/35) in the control group, the difference was significant ( χ2 = 6.18, P<0.05). After treatment, the TCM syndrome integral in the observation group was (7.62 ± 4.08), which was lower than the (9.89 ± 4.71) in the control group, the difference was significant ( t = 2.14, P<0.05). After treatment of 3 days, the scores of quality of life in the five dimensions of dysthymia, behavior disorder, health worry, avoidance of eating and social function in the observation group were (82.44 ± 11.46), (80.25 ± 11.67), (76.23 ± 12.67), (59.80 ± 15.14) and (79.23 ± 11.59) points, which were different with the (73.57 ± 12.39), (72.35 ± 15.48), (69.76 ± 13.11), (50.00 ± 16.17) and (73.04 ± 13.11) points in the control group, the difference were significant ( t values were -3.09 - -2.08, all P<0.05). Three days after treatment, the score of IBS-SSS and Bristol fecal character in the observation group were (118.24 ± 40.64) and (5.09 ± 0.62) points, which were lower than the (146.86 ± 60.09) and (5.51 ± 0.66) points in the control group, the difference were significant ( t = 2.31 and 2.76, both P<0.05). After treatment, the score of HADS-A and HADS-D in the observation group were (6.26 ± 1.75) and (5.29 ± 1.47), which were different with the (7.26 ± 2.19) and (6.17 ± 2.11) in the control group, the difference were significant ( t = 2.08 and 2.00, both P<0.05). Conclusions:Shumu Peitu herb-partitioned moxibustion can effectively improve IBS-D patients with liver-stagnation and spleen-deficiency pattern, relieve clinical symptoms, reduce negative emotions, and improve quality of life.
9.Role of TLR4/NF-κB signaling pathway in hydrogen-rich water improving cognitive impairment induced by ionizing radiation in rats
Xiaoman CHEN ; Yong WANG ; Mengya LIU ; Hao LUO ; Yongli WANG ; Jianguo LI ; Xiujun QIN
Journal of Environmental and Occupational Medicine 2023;40(3):254-260
Background In the process of radiotherapy, when radiation kills tumor cells, it inevitably damages normal tissue cells. Objective To investigate the role of Toll-like receptor 4 (TLR4)/nuclear factor−kappa B (NF-κB) signaling pathway in the improvement of cognitive impairment induced by ionizing radiation by hydrogen-rich water before and after whole brain irradiation in rats. Methods Fifteen male SD rats were randomly divided into three groups: control group, irradiated group (IR group), and hydrogen-rich water intervention group (IR+HRW group), with 5 rats in each group. The control group was not irradiated, but was given purified water (20 mL·kg−1) by gavage every day, while the IR group and the IR+HRW group were irradiated with a single dose of 20 Gy. Three days before, 10 min before, and 30 days after irradiation, purified water/hydrogen-rich water (20 mL·kg−1) was given by continuous gavage every day. The general condition of the rats was observed every day, and the body weight were measured on the 7th, 14th, 21st, and 30th days after irradiation. On the 30th day after irradiation, the learning and memory ability of the rats was tested by Morris water maze; the pathological changes of hippocampus were detected by hematoxylin-eosin (HE) staining after sacrificing the rats; the contents of glutathione (GSH), malondialdehyde (MDA), interleukin-1β (IL-1β), and hydroxyl radicals in brain tissues were detected by enzyme linked immunosorbent assay (ELISA); the mRNA and protein expression levels of TLR4, NF-κB, NOD-like receptor pyrin domain 3 (NLRP3), and cysteinyl aspartate specific proteinase 1 (Caspase 1) were detected by quantitative real-time PCR (qRT-PCR) and Western blotting in the hippocampus of rats. Results After irradiation, the rats in the IR group showed symptoms such as head hair removal and salivation, while the symptoms of the rats in the IR+HRW group were milder. No animal died in the control and the IR+HRW groups, while one rat died in the IR group. From day 14 to day 30 after irradiation, the body weight of the rats in the IR+HRW group tended to be higher than that in the IR group, but the difference was not statistically significant (P>0.05). The Morris water maze results showed that the escape latency of the IR+HRW group was shortened compared with that of IR group from day 1 to day 5 except day 3, but the difference was not statistically significant (P>0.05). For the rats in the IR+HRW group, it took less time to reach the original location of the platform after removing the platform on day 6 and the number of crossing the platform and the residence time in the original platform quadrant increased (P<0.05). The HE staining showed that the number of hippocampal cells in the IR+HRW group was slightly reduced and arranged neatly, without obvious nuclear hyperchromatic and pyknotic phenomenon. The ELISA results showed that the MDA and hydroxyl radical levels were decreased in the IR+HRW group compared with the IR group (P<0.05), the GSH content was increased, and the IL-1β concentration was decreased, but the differences were not statistically significant (P>0.05). The results of qRT-PCR showed that the mRNA expression levels of TLR4 and Caspase 1 in the hippocampus of the IR+HRW group were decreased compared with the IR group (P<0.05), and the mRNA expression levels of NF-κB and NLRP3 were also decreased, but the differences were not statistically significant (P>0.05). The results of Western blotting showed that the expression levels of TLR4 and Caspase 1 protein in the hippocampus of the IR+HRW group were decreased compared with the IR group (P<0.05), and the expression levels of NF-κB p65 and NLRP3 protein were also decreased, but the differences were not statistically significant (P>0.05). Conclusion Hydrogen-rich water can improve cognitive impairment induced by ionizing radiation in rats, and its mechanism may be related to regulating TLR4/NF-κB signaling pathway, inhibiting inflammatory factors, and attenuating oxidative stress.
10.Genetic diversity analysis and fingerprints of Chrysanthemum×morifolium based on SSR molecular markers.
Zihang LI ; Lifei HE ; Xiujun WANG ; Linfan GUO ; Chunyan LUO ; Qingwei LI
Chinese Journal of Biotechnology 2023;39(7):2839-2860
The present study aims to explore the genetic diversity of germplasm resources of Chrysanthemum×morifolium (hereinafter, C.×morifolium) at the molecular level and to establish a fingerprint database of C.×morifolium varieties. We employed 12 pairs of primers with high levels of polymorphism, clear bands, and high degrees of reproducibility to analyze the SSR molecular markers and genetic diversity of 91 C.×morifolium materials and 14 chrysanthemum- related materials. With regard to constructing the fingerprints of the tested materials, we chose 9 pairs of core primers. The findings revealed that 12 primer pairs detected 104 alleles in 105 samples, ranging from 2 to 26. The average number of observed alleles (Na) per site was 9.25. The average number of effective alleles (Ne) per site was 2.745 6, with its range being 1.276 0 to 4.742 5. Shannon genetic diversity index (I) values ranged between 0.513 3 and 2.239 9 (M=1.209 0). Nei's gene diversity index (H) ranged between 0.216 3 and 0.789 1 (M=0.578 0). The observed heterozygosity (Ho) ranged between 0.223 3 and 0.895 2 (M=0.557 5). The expected heterozygosity (He) ranged between 0.217 4 and 0.793 3 (M=0.580 8). The polymorphism information content (PIC) ranged between 0.211 5 and 0.774 0 (M=0.532 9). The genetic similarity (GS) ranged between 0.228 5 and 1.000 0 (M=0.608 3). Cluster analysis revealed that when the genetic distance (GD) equals to 0.30, the tested materials can be classified into 2 groups. When the GD equals to 0.27, the first group can be divided into 6 subgroups; accordingly, 105 tested materials can be divided into 7 subgroups. The cophenetic correlation test was carried out based on the cluster analysis, and the corresponding results showed that the cluster map correlated with the genetic similarity coefficient (r=0.952 73). According to the results of Structure population analysis, we obtained the optimal population number, with the true number of populations (K) being 3 and the population being divided concerning Q≥0.5. Three subgroups, i.e., Q1, Q2 and Q3, included 34, 33 and 28 germplasms, respectively, and the remaining 10 germplasms were identified as the mixed population. During the experiment, 9 pairs of core primers were screened among the total of 12 for a complete differentiation regarding 105 tested materials, and the fingerprints of 91 C.×morifolium materials and 14 chrysanthemum-related materials were further constructed. Overall, there were significant genetic differences and rich genetic diversity among C.×morifolium materials, which would shed light on the garden application and variety selection fields of C.×morifolium. The fingerprint database of 105 C.×morifolium varieties and chrysanthemum-related species may provide technical support for future research regarding the identification and screening system of C.×morifolium varieties.
Genetic Variation
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Chrysanthemum/genetics*
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Reproducibility of Results
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Microsatellite Repeats/genetics*
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Polymorphism, Genetic
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Biomarkers
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Phylogeny


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