Machine Learning Enabled Decoding of Color-coded Droplet Arrays and Its Application in Multiplex Digital Nucleic Acid Analysis / 分析化学

To address the throughput limitations of digital nucleic acid analysis,a tricolor combination-based droplet coding technique was developed to achieve multiplex digital nucleic acid analysis with flexible throughput expansibility.To improve the analysis efficiency,a machine learning-based method was further developed for automatic decoding of color-coded droplet array.The machine learning algorithm empowered the computer program to automatically extract the color-position-quantity information of the droplets.By correlating this color-position-quantity of droplets before and after nucleic acid amplification,the proportion of positive droplets for each target was rapidly determined.This droplet decoding strategy was applied to multiplex digital nucleic acid analysis.The experimental results demonstrated that this droplet decoding method was fast and accurate,with a decoding process completed within 2 min.Furthermore,the droplet identification accuracy exceeded 99%.Additionally,the obtained nucleic acid quantification results exhibited a good correlation(R2＞0.99)with those reported by a commercial digital PCR instrument.

Association of Immune-Related Adverse Events and the Efficacy of Anti–PD-(L)1 Monotherapy in Non–Small Cell Lung Cancer: Adjusting for Immortal-Time Bias / Journal of the Korean Cancer Association, 대한암학회지

Purpose@# The association between immune-related adverse events (irAEs) and survival outcomes in non–small cell lung cancer (NSCLC) patients treated with programmed death-(ligand) 1 [PD-(L)1] inhibitors remains controversial, partly due to variations in dealing with immortal-time bias (ITB). @*Materials and Methods@# We retrospectively enrolled 425 advanced NSCLC patients who received anti–PD-(L)1 monotherapy between January 2016 and June 2021, stratifying them into irAE (n=127) and non-irAE (n=298) groups. The primary endpoint was to assess the impact of irAEs on progression-free survival (PFS) and overall survival (OS). Landmark (2-, 3-, 6-, and 9-month) and time-dependent Cox analyses were performed to eliminate ITB. @*Results@# With a median follow-up of 38.8 months, the occurrence of overall irAEs was significantly associated with superior PFS (11.2 vs. 3.4 months, p < 0.001) and OS (31.4 vs. 14.0 months, p < 0.001), which persisted in landmark and time-dependent Cox analyses. For the main organ-specific irAEs, skin, thyroid, and hepatic irAEs, respectively, showed significantly improved survival compared to the non-irAE group, whereas pneumonitis did not. Single-organ irAEs had the best outcomes compared with multi-organ or no irAE, which also held across subgroups of skin, thyroid, and hepatic irAEs. Moreover, severe grade irAEs and immunotherapy discontinuation had a detrimental effect on survival, systemic steroid therapy showed little effect, while immunotherapy resumption had tolerable safety and a trend of improved survival. @*Conclusion@# After adequately adjusting ITB, the occurrence of overall irAEs predicts for favorable efficacy of anti–PD-(L)1 monotherapy in NSCLC, with better outcomes observed in patients with skin, thyroid, or hepatic irAEs, particularly those with single-organ involvement.

Retrospective cohort analysis of the relationship between correcting abnormal glucose metabolism and controlling the risk of death of digestive system malignant tumors / 公共卫生与预防医学

Objective To investigate the relationship between correcting abnormal glucose metabolism and mortality risk of malignant tumors of digestive system. Methods A retrospective cohort study was conducted. 1308 patients with abnormal glucose metabolism in our hospital from January 2019 were divided into exposed group (n=777) and non-exposed group (n=531) according to the presence or absence of glucose metabolism correction therapy. The patients were retrospectively followed up until December 2022. The incidence of digestive system tumors and the influencing factors of tumors were compared between the two groups. Results There were 31 patients with digestive system tumor and 9 patients died. The incidence of digestive system tumors was lower in the exposed group (3/777) than in the non-exposed group (28/531). The mortality rate in the exposed group (1/777) was lower than that in the non-exposed group (8/531). Cox regression model analysis showed that correcting abnormal glucose metabolism was a protective factor for the risk of death from malignant tumors of the digestive system in patients (HR value1, P<0.05). Conclusion Correcting abnormal glucose metabolism is of positive significance in reducing the risk of death from malignant tumors of digestive system. Patients with increased FBG, abnormal lipid metabolism, increased pulse pressure difference, family history of malignant tumors and alcohol consumption should pay special attention to correct abnormal glucose metabolism in time.

Serological characteristics of HBsAg positive/HBV DNA non-reactive blood donors / 中国输血杂志

【Objective】 To explore the distribution of serological markers related to samples whose serological test results were inconsistent with HBV DNA test results among voluntary blood donors in Xi′an. 【Methods】 A total of 71 HBsAg ELISA positive and NAT non-reactive (ELISA+ /NAT-)blood samples were collected from Shaanxi Blood Center from November 1, 2022 to April 30, 2023. The serological markers of hepatitis B were detected by electrochemiluminescence method, and the HBV S region and C region gene fragments were amplified by nested-PCR. 【Results】 The positive rate of nested-PCR in double ELISA+ /NAT- group(n=30) was statistically higher than that of ELISA+ /NAT- group(n=41)(60% vs 24.4%, P<0.05). Donors in double ELISA+ /NAT- group were all first-time blood donors, with the positive rate of anti-HBc in serum of 100%, and the serological pattern was mainly positive for items 1, 4 and 5 items(80%). Among the ELISA+ /NAT- group, 31.7% were repeat blood donors, with the positive rate of anti-HBc in serum of only 19.51%, and the serological patterns were mainly single anti-HBs positive (43.90%) and all negative (36.58%). 【Conclusion】 There are false positives in the test results of ELISA+ /NAT- group, which leads to unnecessary blood discarding. Meanwhile, the samples with negative NAT may have low levels of HBV DNA, which may lead to missed detection. It is suggested that multiple systems and methods should be applied to trace the blood donors who are HBsAg positive and NAT non-reactive, so as to improve the accuracy of HBV screening of blood donors and reduce blood waste.

Research Progress in the Relationship Between White Matter, General Anesthesia,and Cognitive Function / 中国医学科学院学报

The role of white matter of brain has always been neglected by scholars.With the development of neuroimaging technology,the role of white matter has attracted increasing attention.Perioperative neurocognitive disorders have been a hot issue in the research on anesthesia,and recent studies have suggested that white matter may be involved in the effects of general anesthetics on cognitive function.This paper reviews the progress in the relationship between white matter,general anesthesia,and cognitive function from clinical practice and research,aiming to provide new ideas for the research on the mechanism.

Early death and causes of death of patients with autism spectrum disorders: A systematic review / 北京大学学报(医学版)

To study of premature/early death of autistic patients from the perspective of life course can help families, medical institutions and policy makers better deal with the adverse effects of autism. Several studies have shown that autistic patients have a high risk of death, however, the results are still inconsistent. To assess the risk of mortality among the autistic patients, we undertook a comprehensive search of MEDLINE, Web of Science and EMBASE databases. This paper reviewed the studies on the negative disease outcomes of autism spectrum disorders, including the risk of death, causes of death and several research hotspots in this field. Strict inclusion/exclusion criteria were used. Information was extracted from selected papers, tabulated and synthesized. In the study, 15 studies were included, with a total of 216 045 individuals. The main outcome was all-cause mortality in association with autism and the secondary outcome was cause-specific mortality. The results showed that all-cause mortality was higher for the autistic patients (RR=2.32, 95%CI: 1.98-2.72, I2=87.1%, P < 0.001). Risk ratio showed a greater inequality for female than male (male: RR=2.00, 95%CI: 1.57-2.55, I2=93.2%, P < 0.001; female: RR=4.66, 95%CI: 3.30-6.58, I2=92.0%, P < 0.001). Compared with the unnatural death, the risk of natural death was higher (RR=3.44, 95%CI: 1.27-9.26, I2=80.2%, P=0.025). As autism had many comorbidities, which would bring more health risks and natural deaths possibilities. There were some structural differences in unnatural death. Accidental injury death and suicide were two kinds of causes. Lacking social skills would weaken the ability to ask for help when encountering injuries. This paper put forward some suggestions for futures. First, to well study the comorbidity can reduce the risk of death from a medical point of view. Second, the scientists and policymakers should pay attention to the social environment and provide a safer environment for the autistic patients. Third, for women and for adolescents without cognitive impairment, due to their high risk of suicide, the society should provide them with more supportive social networks and improve their life satisfaction. Fourth, it is necessary to balance the rehabilitation resources in various regions in China and provide more high-quality lifelong rehabilitation monitoring and care services.

More attention for high-risk pathological features for stage Ⅱ colorectal cancer required / 中华病理学杂志

Stage Ⅱ (T3-4N0M0) accounts for 25% of colorectal cancer and five-year survival is between 70% and 80%. However, 25% of patients develop distant metastases and have a survival rate similar to that of stage Ⅲ disease. However, whether or not to give adjuvant chemotherapy is still a controversial issue. As a result, there has been a lot of interest in the identification of the pathological factors underlying the poor prognosis associated with this stage, in order to establish a firmer basis for the administration of adjuvant chemotherapy. But not all high-risk factors are equal for stage Ⅱ colorectal cancer, variability still exists in the management and outcomes of high-risk patients. Here be introduced and commented on thinking and understanding about its controversy and evolution for the attention of the working pathologist and gastroenterologist doctors.

Automatic moving table controlled by single-chip microcomputer for total body irradiation / 医疗卫生装备

Objective To develop a new type of automatic moving table controlled by a single-chip microcomputer(SCM)for total body irradiation(TBI)to enable patients to receive prescribed doses of radiotherapy safely and accurately in a comfortable recumbent position.Methods The TBI table was composed of a frame,a moving mechanism and an intelligent control component.The table frame was made up of an aluminum alloy frame,polycarbonate panel,a field compensator and a lead block.The moving mechanism consisted of the driving wheel set and rudder wheel.The intelligent control component included an AT89S51 SCM,a LCD screen,a keyboard,two laser beam detection circuits,two ultrasonic ranging circuits and a pulse width modulation(PWM)power module.Results The TBI table enabled patients to receive precise radiotherapy with prescribed doses in a prone position throughout the treatment,and improved lung protection significantly.Conclusion The TBI table enhances patient comfort during radiotherapy and tolerance of prolonged treatment,while increasing the accuracy and safety of the treatment.

To compare the efficacy and incidence of severe hematological adverse events of flumatinib and imatinib in patients newly diagnosed with chronic phase chronic myeloid leukemia / 中华血液学杂志

Objective: To analyze and compare therapy responses, outcomes, and incidence of severe hematologic adverse events of flumatinib and imatinib in patients newly diagnosed with chronic phase chronic myeloid leukemia (CML) . Methods: Data of patients with chronic phase CML diagnosed between January 2006 and November 2022 from 76 centers, aged ≥18 years, and received initial flumatinib or imatinib therapy within 6 months after diagnosis in China were retrospectively interrogated. Propensity score matching (PSM) analysis was performed to reduce the bias of the initial TKI selection, and the therapy responses and outcomes of patients receiving initial flumatinib or imatinib therapy were compared. Results: A total of 4 833 adult patients with CML receiving initial imatinib (n=4 380) or flumatinib (n=453) therapy were included in the study. In the imatinib cohort, the median follow-up time was 54 [interquartile range (IQR), 31-85] months, and the 7-year cumulative incidences of CCyR, MMR, MR(4), and MR(4.5) were 95.2%, 88.4%, 78.3%, and 63.0%, respectively. The 7-year FFS, PFS, and OS rates were 71.8%, 93.0%, and 96.9%, respectively. With the median follow-up of 18 (IQR, 13-25) months in the flumatinib cohort, the 2-year cumulative incidences of CCyR, MMR, MR(4), and MR(4.5) were 95.4%, 86.5%, 58.4%, and 46.6%, respectively. The 2-year FFS, PFS, and OS rates were 80.1%, 95.0%, and 99.5%, respectively. The PSM analysis indicated that patients receiving initial flumatinib therapy had significantly higher cumulative incidences of CCyR, MMR, MR(4), and MR(4.5) and higher probabilities of FFS than those receiving the initial imatinib therapy (all P<0.001), whereas the PFS (P=0.230) and OS (P=0.268) were comparable between the two cohorts. The incidence of severe hematologic adverse events (grade≥Ⅲ) was comparable in the two cohorts. Conclusion: Patients receiving initial flumatinib therapy had higher cumulative incidences of therapy responses and higher probability of FFS than those receiving initial imatinib therapy, whereas the incidence of severe hematologic adverse events was comparable between the two cohorts.

Treatment advice of small molecule antiviral drugs for elderly COVID-19 / 中国药理学通报

COVID-19 has been prevalent for three years. The virulence of SARS-CoV-2 is weaken as it mutates continuously. However, elderly patients, especially those with underlying diseases, are still at high risk of developing severe infections. With the continuous study of the molecular structure and pathogenic mechanism of SARS-CoV-2, antiviral drugs for COVID-19 have been successively marketed, and these anti-SARS-CoV-2 drugs can effectively reduce the severe rate and mortality of elderly patients. This article reviews the mechanism, clinical medication regimens, drug interactions and adverse reactions of five small molecule antiviral drugs currently approved for marketing in China, so as to provide advice for the clinical rational use of anti-SARS-CoV-2 in the elderly.

Research Progress of GABA Receptors in Alzheimer’s Disease / 中国生物化学与分子生物学报

Alzheimer’s disease (AD) is a progressive neurodegenerative disease with the early symptom of A β plaque, tau hyperphosphorylation neuronal tangle formation in cells. At present, accumulated evidence shows that the changes of GABA receptors are closely related to AD. Some studies have shown that the expression level of each subunit of the GABA receptor changes in AD patients. Therefore, it is speculated that the changes of GABA subunits may be related to the pathogenesis of AD, but there is no better methods to improve AD by targeting GABA receptors. In order to further understand the relationship between the changes of GABA receptors and AD, this paper first reviewed the changes of GABA receptors in AD patients and animal models’ brains and found that there was differential expression in GABA(A) receptor subunits in AD patients. Then we summarized the changes of GABA receptor subunits in Alzheimer database. Based on the data, we found that a few GABA subunits had significant changes. The evidence shows that the change of GABA receptors alters the neural activity in the brain. Other studies have found that the treatment of mice with GABA receptor agonists and antagonists can improve the cognitive ability of mice. We hope that understanding the differential expression of GABA receptors in AD will provide a more accurate target for the treatment of AD.

A new insights of mesorectum / 中华胃肠外科杂志

Total mesorectal excision (TME) represents the gold standard for radical resection in rectal cancer. The development in radiology and laparoscopic surgical equipment and the advancement in technology have led to a deepened understanding of the mesorectum and its surrounding structures. Both the accuracy of preoperative staging and the preciseness of the planes of TME surgical dissection have been enhanced. The postoperative local recurrence rate is reduced and the long-term survival of rectal cancer patients is improved. The preservation of the pelvic autonomic nervous system maintains the patient's urinary and sexual functions to the greatest extent possible, which in turn improves the patient's postoperative quality of life. A thorough understanding of the anatomy of the mesorectum and its surrounding structures is a prerequisite for successful TME. Herein, we review the basic concepts and the anatomy of the mesorectum in the current literature. Some important clinical issues are also discussed systematically in terms of imaging, surgery, and pathology.

Analysis of the influence of night-wear aspheric orthokeratology lens on ocular surface microenvironment / 国际眼科杂志(Guoji Yanke Zazhi)

@#Night-wear aspheric orthokeratology lens(refers to OK lens)is used to correct vision while sleeping at night, which is one of the few ways to prevent myopic children from wearing glasses during the day, so often recommended as the first choice in clinical practice for the myopic population of 8-16 years old. The main effect of OK lens is producing reasonable compression on the surface of the eye to reduce the curvature of the cornea. At present, as a recognized non-surgical method for the treatment of juvenile myopia, the lens material and the optometry level of OK lens have been continuously innovated and upgraded. Meanwhile,because OK lens directly cover the ocular surface, so long-term wearing definitely affects the ocular surface microenvironment, including meibomian glands, tear film, conjunctiva, cornea, ocular surface microorganisms and so on, and even causes the imbalance of these ocular surface microenvironments, thereby leading to the occurrence and development of ocular surface diseases. In order to expect clinicians to give comprehensive consideration when wearing OK lens for teenagers and increase the safety and effectiveness of wearing OK lens, this article analyzed the effects of wearing OK lens on ocular surface meibomian gland morphology, tear film morphology and function, conjunctival microcirculation, corneal cell morphology, ocular surface microorganisms and other factors.

Synthesis and evaluation on triglyceride inhibitory activities of novel indole alkaloids / 药学学报

Three tricyclic [6,5,7] and six tetracyclic [6,5,5,5] novel indole alkaloids were synthesized and evaluated on triglyceride inhibitory activities for the first time. Among them, compound 4c showed the most potent activity with IC50 value of 6.35 μmol·L-1. Meanwhile, compound 4c also exhibited a good safety profile at the cellular level. Preliminary mechanism study indicated that 4c might increase intracellular lipid metabolism by activating AMPK. These results provide a novel family of lead compounds for the discovery of anti-NAFLD candidates.

Analysis of acupoint-symptom relationship in CHENG Dan-an's Note About Treatise on Cold-Attack based on complex network / 中国针灸

Acupoint-symptom relationship in CHENG Dan-an's Note About Treatise on Cold-Attack was analyzed based on complex network, acupoint names and indications were extracted from the book, which provided ideas and methods for promoting the modernization of acupuncture and moxibustion by using complex network technology. A total of 112 acupoints in 201 acupuncture prescriptions were included, and the total frequency of acupoints was 880 times, forming 42 034 acupoint pairs. In terms of network indexes, compared with the complex network of comprehensive acupuncture books, such as Meridian and Acupoint Science, Zhenjiu Dacheng, Acupuncture A and B Meridians formed based on the same mathematical method, the complex network model for CHENG Dan-an's Note About Treatise on Cold-Attack shows more typical small world effect, which is characterized by higher network density (6.762) and shorter average path length (1.064). This phenomenon may be related to the tongue and pulse which added the link between acupoints. For the node indexes, the analysis of topological indexes such as Page Rank shows that acupoints represented by Dazhui (GV 14) has higher compatibility value in the treatment of exogenous diseases, which further demonstrates the clinical value of eigenvector centrality in guiding intelligent compatibility of points.

Topoisomerase Ⅱα Gene as a Marker for Prognostic Prediction of Hepatocellular Carcinoma: A Bioinformatics Analysis / 中国医学科学杂志(英文版)

Objective To investigate the expression of topoisomeraseⅡα (TOP2α) in hepatocellular carcinoma (HCC) and its role in predicting prognosis of HCC patients. Methods We used HCC-related datasets in UALCAN, HCCDB, and cBioPortal databases to analyze the expression and mutation of TOP2α and its co-expressed genes in HCC tissues. GO function and KEGG pathway enrichment of TOP2α and its co-expressed genes were identified. The TIMER database was used to analyze infiltration levels of immune cells in HCC. The impacts of TOP2α and its co-expression genes and the infiltrated immune cells on the survival of HCC patients were assayed by Kaplan-Meier plotter analysis. Results TOP2α and its co-expression genes were highly expressed in HCC (P< 0.001) and detrimental to overall survival of HCC patients (P< 0.001). TOP2α and its co-expression genes were mainly involved in cell mitosis and proliferation, and cell cycle pathway (ID: hsa04110, P = 0.001945). TOP2α and its co-expression genes were mutated in HCC and the mutations were significantly detrimental to overall survival (P = 0.0247) and disease-free survival (P = 0.0265) of HCC patients. High TOP2α expression was positively correlated with the infiltration of B cell (r = 0.459, P< 0.01), CD8+ T cell (r = 0.312, P< 0.01), CD4+ T cell (r = 0.370, P< 0.01), macrophage (r = 0.459, P< 0.01), neutrophil (r = 0.405, P< 0.01), and dendritic cell (r = 0.473, P< 0.01) in HCC. The CD8+ T cell infiltration significantly prolonged the 3- and 5-year survival of HCC patients (all P< 0.05), and CD4+ T cell infiltration significantly shortened the 3-, 5-, and 10-year survival of HCC patients (all P< 0.05). ConclusionTOP2α may be an oncogene, which was associated with poor prognosis of HCC patients and could be used as a biomarker for the prognostic prediction of HCC.

Current Advance in Targeted Treatment and Immunotherapy for BRAF-mutant Advanced Non-small Cell Lung Cancer / 中国肺癌杂志

With the development of precision medicine, therapies of targeting driver genes have significantly prolonged survival in advanced non-small cell lung cancer (NSCLC) patients. Among them, BRAF gene mutation is relatively rare, and the traditional regimen follows the treatment plan of NSCLC without driver gene mutation, which is far from meeting the clinical needs. In recent years, targeted therapy for NSCLC patients with BRAF V600E mutations has shown good efficacy when we are still exploring the better targeted therapies for other BRAF-mutated subtypes. Immunotherapy also showed positive antitumor activity in V600E and non-V600E subtypes of BRAF-mutated NSCLC. This article reviewed the progress of immunological and targeted therapy for patients with BRAF-mutated NSCLC.
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Malignant syndrome, rhabdomyolysis and acute renal injury following abdominal surgery in advanced-aged patients with Parkinson's disease: a case report and literature review / 中华老年医学杂志

Objective:To increase the understanding of neuroleptic malignant syndrome, rhabdomyolysis and acute renal injury in advanced-aged patients with Parkinson's disease after abdominal surgery.Methods:We report a case of malignant syndrome, rhabdomyolysis and acute renal injury in an 85-year-old patient with Parkinson's disease after abdominal surgery in our department.The diagnosis and successful treatment experience were summarized, and a literature review was conducted.Results:The body temperature was as high as 40.5℃ in this patient, accompanied by stiffness, sustained involuntary shaking, increased muscle tone, serum creatine kinase at 104 615 U/L, tachycardia, low blood pressure, accelerated breathing rate, disturbance of consciousness, excessive sweating and other clinical manifestations, which met the diagnostic criteria for neuroleptic malignant syndrome.The patient had complications including concurrent rhabdomyolysis, acute renal injury and shock.The emergency was resolved after an early diagnosis and proactive treatment.Conclusions:If patients with Parkinson's disease have a high fever with rigidity or sudden aggravation within a short period of time after medication, the possibility of neuroleptic malignant syndrome should be considered and the causes should be screened.

Analysis of the prevalence of anemia and its influencing factors in the urban communities-dwelling elderly population in Beijing / 中华老年医学杂志

Objective:To analyze the prevalence of anemia and its influencing factors in the elderly population dwelling in urban communities in Beijing.Methods:A random cluster sampling method was adopted to select the elderly people of communities in Beijing, and cross-sectional research was conducted through questionnaire surveys, field tests and blood sample collection.The criteria for diagnosing anemia were from WHO standards, and the health evaluation indicators in the questionnaire survey included demographic data and eating habits, socio-economic information, information on enjoying health services, health and physical fitness and other information.Blood samples were drawn for routine blood tests and biochemical tests.Results:A total of 1 947 elderly people aged 65 years and above were investigated, including 789 males(40.5%)and 1 158 females(59.5%). Among the 1 947 survey subjects, 288 elderly people had anemia, with the prevalence of anemia of 14.79%(288/1 947). The prevalence of anemia was 16.35%(129/789)in males and 13.73%(159/1 158)in females.There was no statistically significant difference in the prevalence of anemia between male and female( χ2=2.760, P=0.097). Logistic regression analysis was used to analyze the factors affecting anemia.The results showed that the higher age( OR=1.055, P=0.000), the higher frequency of meat-eating( OR=1.353, P=0.046), the lower frequency of fruit-eating( OR=0.759, P=0.048), the worse health status of cohabitants( OR=0.757, P=0.037), the lower BMI( OR=0.905, P=0.001)and the lower exercise frequency( OR=0.769, P=0.012)were correlated to the higher anemia risk in the elderly population dwelling in urban communities in Beijing. Conclusions:The prevalence of anemia is relatively high in the elderly in Beijing communities.According to our findings, older people should reduce the frequency of eating meat, while ensuring nutritional intake, increase the intake of fruits and take appropriate exercises to reduce the prevalence of anemia.

Relationship of miRNA-181b and prognostic factors of myelodysplastic syndrome and the prediction of target genes / 白血病·淋巴瘤

Objective:To investigate the correlation of miRNA-181b (miR-181b) and prognostic factors of myelodysplastic syndrome (MDS), to predict target gene and main biological functions of miR-181b, and to evaluate the risk prediction ability of miR-181b in MDS.Methods:The samples of 131 bone marrow in MDS patients who followed the criteria of World Health Organization (WHO) classification (2016) from the Blood Diseases Hospital, Chinese Academy of Medical Sciences between January 2019 and September 2019 were collected, and the clinical data including routine blood test results, related gene test results of blood diseases were retrospectively analyzed. The expression levels of miR-181b in all bone marrow samples were detected by using quantitative real-time polymerase chain reaction (qRT-PCR). According to the international prognostic scoring system (IPSS), WHO classification-based prognostic scoring system (WPSS) and revised IPSS (IPSS-R), the patients were divided into different groups by the risk grade, and the expression differences of miR-181b in different risk groups were compared, and the correlation between the expressions of miR-181b and partial prognostic factors, including white blood cell (WBC), hemoglobin (Hb), platelet (Plt), absolute neutrophil count(ANC), myeloblast and gene mutations was analyzed. Bioinformatics online tool TargetScan was used to make target gene prediction and the potential function of miR-181b.Results:The expression levels of miR-181b was increased with the increasing risk of IPSS, WPSS and IPSS-R, and there were statistically significant differences in miR-181b expression levels of different risk groups in different scoring systems (all P < 0.01). There was a positive correlation between the expression level of miR-181b and the scores of the three prognostic scoring systems (r was 0.437, 0.368, 0.327; all P = 0.001); miR-181b expression was positively correlated with the proportion of bone marrow myeloblasts ( r = 0.450, P < 0.01) and was negatively correlated with Plt ( r = -0.199, P = 0.024). And miR-18b was not associated with WBC, Hb, ANC, and related gene mutations of blood diseases (all P > 0.05). A total of 1 363 potential target genes of miR-181b were predicted by using bioinformatics, and biological processes of these target genes were mainly enriched in transcription regulation, RNA metabolism regulation. Among them, 22 target genes were related to the hematological malignancies, including RUNX1, ASXL2, NRAS, ATM and KRAS, which have been previously confirmed to be related to MDS. The relative expression level [the median ( P25, P75)] of miR-181b in patients who had those hematological malignancies related to miR-181b target gene mutation (32 cases) was 1.33(0.63, 1.60), which was higher than that in patients without mutation (99 cases) [0.85 (0.49, 1.38)], and the difference was statistically significant ( Z = 2.285, P = 0.022). Conclusions:miR-181b has a correlation with the risk grade of prognostic scoring systems in MDS, and it may be involved in the molecular biology pathogenesis of MDS.