1.Expert consensus on ethical requirements for artificial intelligence (AI) processing medical data.
Cong LI ; Xiao-Yan ZHANG ; Yun-Hong WU ; Xiao-Lei YANG ; Hua-Rong YU ; Hong-Bo JIN ; Ying-Bo LI ; Zhao-Hui ZHU ; Rui LIU ; Na LIU ; Yi XIE ; Lin-Li LYU ; Xin-Hong ZHU ; Hong TANG ; Hong-Fang LI ; Hong-Li LI ; Xiang-Jun ZENG ; Zai-Xing CHEN ; Xiao-Fang FAN ; Yan WANG ; Zhi-Juan WU ; Zun-Qiu WU ; Ya-Qun GUAN ; Ming-Ming XUE ; Bin LUO ; Ai-Mei WANG ; Xin-Wang YANG ; Ying YING ; Xiu-Hong YANG ; Xin-Zhong HUANG ; Ming-Fei LANG ; Shi-Min CHEN ; Huan-Huan ZHANG ; Zhong ZHANG ; Wu HUANG ; Guo-Biao XU ; Jia-Qi LIU ; Tao SONG ; Jing XIAO ; Yun-Long XIA ; You-Fei GUAN ; Liang ZHU
Acta Physiologica Sinica 2024;76(6):937-942
As artificial intelligence technology rapidly advances, its deployment within the medical sector presents substantial ethical challenges. Consequently, it becomes crucial to create a standardized, transparent, and secure framework for processing medical data. This includes setting the ethical boundaries for medical artificial intelligence and safeguarding both patient rights and data integrity. This consensus governs every facet of medical data handling through artificial intelligence, encompassing data gathering, processing, storage, transmission, utilization, and sharing. Its purpose is to ensure the management of medical data adheres to ethical standards and legal requirements, while safeguarding patient privacy and data security. Concurrently, the principles of compliance with the law, patient privacy respect, patient interest protection, and safety and reliability are underscored. Key issues such as informed consent, data usage, intellectual property protection, conflict of interest, and benefit sharing are examined in depth. The enactment of this expert consensus is intended to foster the profound integration and sustainable advancement of artificial intelligence within the medical domain, while simultaneously ensuring that artificial intelligence adheres strictly to the relevant ethical norms and legal frameworks during the processing of medical data.
Artificial Intelligence/legislation & jurisprudence*
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Humans
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Consensus
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Computer Security/standards*
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Confidentiality/ethics*
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Informed Consent/ethics*
2.Expression comparison and clinical significance of PD-L1 (22C3) and PD-L1 (SP142) in triple negative breast cancer.
Jing ZHANG ; Pei YUAN ; Hui Zai LEI ; Xiu Yun LIU ; Xin LI ; Jian Ming YING ; Guang Yi SUN ; Shu Lian WANG ; Ning LYU
Chinese Journal of Oncology 2022;44(3):260-267
Objective: To investigate the expression of programmed death ligand-1 (PD-L1, SP142) and PD-L1 (22C3) in triple-negative breast cancer (TNBC), and analyze their correlation with the clinicopathological factors and prognosis. Methods: The clinicopathologic data of 259 patients with TNBC treated in Cancer Hospital from August 2010 to December 2013 were collected. Whole section of surgical tissue samples were collected to conduct PD-L1 (SP142) and PD-L1 (22C3) immunohistochemical (IHC) staining. The PD-L1 expression in tumor cells and tumor infiltrating immune cells were visually assessed respectively, the relationship between PD-L1 expression and clinicopathologic characterizes were analyzed. Univariable and multivariable Cox proportional hazards regression models were used to test the correlations between PD-L1 expression and disease-free survival (DFS) and overall survival (OS). Results: The positive rates of SP142 (immune cell score, ICs≥1%) and 22C3 (combined positive score, CPS≥1) were 42.1%(109/259) and 41.3%(107/259) in TNBC tissues, respectively, with a total coincidence rate of 82.3%. The Kappa value of positive expression cases was 0.571 and the distribution difference of SP142 and 22C3 positive expression cases was statistically significant (P<0.001). The PD-L1 positive patients were less likely to have vascular invasion (P<0.05), but with higher histological grade and Ki-67 proliferation index (P<0.05). The recurrence/metastasis cases(8) of the patients with positive PD-L1 (SP142) was significantly lower than that of patients with negative PD-L1(SP142, 27, P=0.016). The positive expression of PD-L1 (SP142) patients were longer DFS (P=0.019). The OS of patients with positive PD-L1 (SP142) were longer than those with negative PD-L1 (SP142), but without significance (P=0.116). The positive expression of PD-L1 (22C3) was marginally associated with DFS and OS of patients (P>0.05). Conclusions: The expression of PD-L1 (22C3) is different from that of PD-L1 (SP142) in TNBC, and the two antibodies can't be interchangeable for each other in clinical tests. PD-L1 (SP142) status is an independent prognostic factor of DFS in TNBC. The DFS is significantly prolonged in patients with positive expression of PD-L1 (SP142).
B7-H1 Antigen/genetics*
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Humans
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Immunohistochemistry
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Prognosis
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Triple Negative Breast Neoplasms/pathology*
4.Effect of β-lactamase detection on reducing the incidence of antibiotic-associated diarrhea in children with severe bacterial pneumonia.
Yun XIANG ; Zai-Hua WANG ; Ping CAI ; Zhen ZHANG
Chinese Journal of Contemporary Pediatrics 2016;18(10):1001-1004
OBJECTIVETo study the effect of β-lactamase (BLs) detection and β-lactam/β-lactamase inhibitor (BL/BLI) on the incidence of antibiotic-associated diarrhea (AAD) in children with severe bacterial pneumonia.
METHODSThe clinical data of the children with bacterial severe pneumonia were retrospectively studied. Of all the patients, 248 using amoxicillin/clavulanate but without BLs detection and 323 using amoxicillin (BLs negative) or amoxicillin/clavulanate (BLs positive) were used as the amoxicillin group; 208 patients using piperacillin/tazobactam but without BLs detection and 291 patients using piperacillin (BLs negative) or piperacillin/tazobactam (BLs positive) were used as the piperacillin group; and 191 patients using cefoperazone/sulbactam but without BLs detection and 341 patients using cefoperazone (BLs negative) or cefoperazone/sulbactam (BLs positive) were used as the cefoperazone group. The incidence and clinical symptoms of AAD between the undetected and detected BLs patients were compared.
RESULTSThe incidences of AAD in the amoxicillin, piperacillin and cefoperazone groups without BLs detection groups were significantly higher than those in the corresponding groups with negative or positive results of BLs detection (P<0.01). The durations of diarrhea, antibiotic use and hospitalization stay in AAD patients receiving BLs detection were shorter than in those without receiving BLs detection (P<0.01).
CONCLUSIONSIt is very important to detect BLs for reducing the incidence and relieving symptoms of AAD in children with severe bacterial pneumonia.
Adolescent ; Anti-Bacterial Agents ; adverse effects ; Child ; Child, Preschool ; Diarrhea ; chemically induced ; epidemiology ; prevention & control ; Humans ; Incidence ; Infant ; Pneumonia, Bacterial ; complications ; beta-Lactamases ; analysis
5.Correlation between resting heart rate and blood glucose level in elderly patients with coronary heart disease and diabetes mellitus.
Dong-Liang LIANG ; Xiao-Ying LI ; Lin WANG ; Hao XU ; Xi-Ping TUO ; Zai-Jin JIAN ; Xiao-Na WANG ; Ji-Li YUN ; Xu ZHANG ; Si-Yue WANG
Journal of Southern Medical University 2016;36(5):609-616
OBJECTIVETo explore the correlation between resting heart rate (RHR) and blood glucose level in elderly patients with coronary heart disease (CHD) complicated by diabetes mellitus.
METHODSBetween April and July, 2011, a total of 1336 outpatients over 60 years of age recruited from 165 hospitals were asked to complete a questionnaire and received blood glucose and RHR examination. According to baseline RHR, the patients were divided into 3 groups with HRH <70 min-1 (group I, 372 cases), between 70 and 79 min(-1) (group II, 533 cases), and ≥80 min(-1) (group III, 431cases) for analysis of the relationships of RHR with blood glucose control rate.
RESULTSHbA1c levels in the total, male and female patients differed significantly among the 3 groups (F=15.436, 15.436, and 24.270, respectively, P<0.05), and increased in the order from group I to group III. Blood glucose control rate in the total, male and female patients also differed significantly among the 3 groups (χ(2)=13.471, 6.752, and 6.522, respectively, P<0.05), and was significantly lower in group III than in group I (P<0.05). RHR was found to positively correlate with FPG, 2 hPG and HbA1c by Pearson correlation analysis (r=0.058, 0.085, and 0.058, respectively; P<0.05) and multiple linear regression analysis (β=0.075, 0.075, and 0.018, respectively; P<0.05). Multivariable logistic regression equation showed that compared with patients with RHR <70 min-1, the total, male and female patients with RHR ≥80 min(-1) had OR values of blood glucose control failure of 1.99 (95% CI: 1.23-2.37, P<0.05), 1.81 (95% CI: 1.17-2.77, P<0.05), and 2.18 (95% CI: 1.12-3.74, P<0.05), respectively.
CONCLUSIONRHR in elderly CHD patients with MD is positively correlated with their blood glucose level, and an increased RHR is associated with an increased risk of poor blood glucose control. Rigorous RHR control in such high-risk patients may prove beneficial for both blood glucose control and secondary prevention of CHD.
Aged ; Blood Glucose ; Coronary Artery Disease ; blood ; Diabetes Mellitus ; blood ; Female ; Heart Rate ; Humans ; Logistic Models ; Male ; Middle Aged ; Regression Analysis
6.The emergence of novel GII.4 norovirus variant, Sydney_2012, in Shanghai, China.
Zhen SHEN ; Gang WANG ; Shu-Bei ZAI ; Yun-Wen HU ; Zheng-Hong YUAN ; Jun ZHANG
Chinese Journal of Virology 2013;29(6):608-614
To describe the epidemiological characteristics of norovirus (NOV) associated acute gastroenteritis in Shanghai and characterize the evolution pattern of circulating strains. From March 2012 to February 2013, 502 stool specimens were collected from adult (> or = 16 years) outpatients who visited either of the two sentinel hospitals in Shanghai for acute gastroenteritis. Molecular detection and genotyping of NoV were performed and the phylogenetic relationship of the circulating strains has also been comprehensively analyzed. The epidemics level of GI NoV was low throughout the surveillance period, with the positive rate of 3.78% (19 cases), and no seasonality of GI NoV infection could be distinguished. For GII genogroup, higher epidemics in adults in Shanghai, with the detection rate of 17.13% (86 cases), were observed. And relatively high epidemics of GII NoV infection were spotted between October and December in 2012. The frequency of NoV associated acute gastroenteritis in older people is significantly higher than that in young individuals (P < 0.05). Sequencing and genotyping analysis revealed that the high epidemics of GII NoV infection between October and December in 2012 is associated with the emergence of a novel GII.4 norovirus strain, termed Sydney_2012. Sequence analysis also demonstrated that this was a recombinant virus between a GII.e polymerase and GII.4 capsid, which has also been the dominant circulating strain in Shanghai. In 2012, a new GII.4 variant, termed Sydney_2012, emerged in Shanghai and caused high epidemics of acute gastroenteritis during late autumn and winter.
Adolescent
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Adult
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Aged
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Caliciviridae Infections
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epidemiology
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virology
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China
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epidemiology
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Disease Outbreaks
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Female
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Gastroenteritis
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epidemiology
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virology
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Genotype
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Humans
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Male
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Middle Aged
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Norovirus
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chemistry
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classification
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genetics
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isolation & purification
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Phylogeny
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Viral Envelope Proteins
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chemistry
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genetics
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Young Adult
7.Relationship between degree of white matter damage and EEG changes in premature infants early after birth.
Yun-Feng LIU ; Xiao-Mei TONG ; Cong-Le ZHOU ; Dan-Dan ZHANG ; Mei-Hua PIAO ; Zai-Ling LI
Chinese Journal of Contemporary Pediatrics 2013;15(5):321-326
OBJECTIVETo study the relationship between the degree of white matter damage and changes in brain function in premature infants early after birth according to amplitude-integrated electroencephalogram (aEEG) and raw EEG (with burst-suppression patterns).
METHODSThirty-eight premature infants of less than 32 weeks' gestational age and with white matter damage, including 20 cases of mild white matter damage and 18 cases of severe white matter damage, were included in the study. Forty-two premature infants without white matter damage were selected as a control group. After birth, they were examined using aEEG and brain ultrasound once a week until four weeks after birth or a corrected gestational age of 32 weeks. The white matter damage and control groups were compared in terms of aEEG patterns and amplitudes and burst suppression ratio (BSR) on EEG.
RESULTSThe white matter damage and control groups had highly discontinuous patterns and had no complete sleep cycles. The lower amplitude was significantly smaller in the severe white matter damage subgroup than in the mild white matter damage subgroup and control group. There was alternating burst-suppression activity on the raw EEG in the white matter damage and control groups; and the severe white matter damage subgroup had a significantly longer suppression time and a significantly higher BSR on EEG compared with the mild white matter damage subgroup and control group.
CONCLUSIONSBrain function monitoring should be performed in premature infants with white matter damage early after birth so as to detect cases of severe white matter damage in time.
Brain ; pathology ; Electroencephalography ; Humans ; Infant, Newborn ; Infant, Premature ; physiology ; Leukomalacia, Periventricular ; physiopathology
8.Roles of N-glycosylation in immunity of prME and NS1 gene of JEV.
Zi-Zhong ZHANG ; Xue WANG ; Jun-Jie ZAI ; Le-Qiang SUN ; Yun-Feng SONG ; Huan-Chun CHEN
Chinese Journal of Virology 2012;28(3):213-218
PrME and NS1 gene were the two main immuneprotect proteins of Japanese encephalitis virus (JEV), and they were also N-linked glycosylation proteins. To clear the effect of N-glycosylation on JEV immunity, the N-glycosylation site of prME and NS1 gene were eliminated by site-directed mutant PCR, subtituting the N to Q. And the the mutant genes were subcloned into eukaryotic expression plasmid. Four-weeks female mice were immuned with the wildtype and mutant gene by twice. The antibodies against prME were detected by ELISA and the neutralization antibodies were tested by viral neutralizing assay. The immunoprotection were determined by attack with JEV virulent strain. Compare with the wild-type gene immuned-groups, one N-glycan eliminated prME gene could induce a little higher ELISA antibody, neutralization antibody and immunoprotection, but the immunity of gene with both N-glycan absence was decreased. The similar status were observed in the wildtype and mutant NS1 groups. Thus these results show that the N-linked glycosylation in the prME and NS1 gene were correlated with the immunity, one glycan absent would enhance the immunity but both two loss would impair it.
Animals
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Antibodies, Viral
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immunology
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Encephalitis Virus, Japanese
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genetics
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immunology
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metabolism
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Encephalitis, Japanese
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immunology
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virology
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Female
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Glycosylation
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Humans
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Mice
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Mice, Inbred BALB C
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Viral Nonstructural Proteins
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genetics
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immunology
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metabolism
9.N400 elicited by incongruent ending words of Chinese idioms in healthy adults.
Xing-shi CHEN ; Yun-xiang TANG ; Ze-ping XIAO ; Ji-jun WANG ; Ming-dao ZHANG ; Zai-fu ZHANG ; Zhen-yu HU ; Fei-ying LOU ; Chong CHEN ; Tian-hong ZHANG
Chinese Medical Journal 2010;123(6):686-689
BACKGROUNDPrior research about N400 has been mainly based on English stimuli, while the cognitive processing of Chinese characters is still unclear. The aim of the present study was to further investigate the semantic processing of Chinese idioms.
METHODSEvent related potentials (ERP) component N400 was elicited by 38 pairs of matching (congruent) and mismatching (incongruent) ended Chinese idioms: ending words with same phoneme but different shape and meaning (sPdSdM), with similar shape but different phoneme and meaning (sSdPdM), with same meaning but different phoneme and shape (sMdPdS), and words with different phoneme, shape and meaning (dPdSdM) and recorded by Guangzhou Runjie WJ-1 ERP instruments. In 62 right-handed healthy adults (age 19 - 50 years), N400 amplitudes and latencies were compared between matching and mismatching conditions at Fz, Cz and Pz.
RESULTSN400 showed a midline distribution and could be elicited in electrodes Fz, Cz and Pz. The mean values of N400 latencies and amplitudes were obtained for matching and mismatching ending words in healthy adults. Significant differences were found in N400 latencies and amplitudes in matching and mismatching ending-words idioms in healthy adults (P < 0.05). Compared with matching ending-words idioms, N400 latencies were prolonged and the amplitudes were increased in mismatching ones. N400s elicited by different types of stimuli showed different latencies and amplitudes, and longest N400 latency and largest N400 amplitude were elicited by ending-words with dPdSdM. No gender difference was found of N400 latency and amplitude in this study (P > 0.05).
CONCLUSIONSCompared with English stimuli, Chinese ideographic words could provide more flexible stimuli for N400 research in that the words have 3-dimension changes - phoneme, shape and meaning. Features of N400 elicited by matching and mismatching ending words in Chinese idioms are mainly determined by the meaning of the word. Some issues of N400 elicited by Chinese characters deserve further research.
Adult ; Cognition ; Evoked Potentials ; physiology ; Female ; Humans ; Male ; Middle Aged ; Reaction Time ; Reading ; Semantics ; Sex Characteristics
10.The clinical application of 320-slice Computed Tomography (CT) hepatic artery images in patients with liver transplantation.
Jin WANG ; Lin LUO ; Jian-sheng ZHANG ; Si-dong XIE ; Ling-yun LIU ; Zai-bo JIANG ; Ya-qin ZHANG ; Bing HU ; Hong SHAN ; Yang YANG ; Gui-hua CHEN ; Si-chi KUANG
Chinese Journal of Hepatology 2010;18(4):292-296
OBJECTIVETo evaluate the clinical significance of 320-slice CT hepatic artery images in patients with liver transplantation.
METHODSA total of 58 patients underwent CT scanning by 320-slice scanner after liver transplantation. They were divided into 2 groups according to the concentration of contrast media as follows: Group A (27 cases, 350 mgI/ml iopromide), Group B (31 cases, 370 mgI/ml iopromide). Contrast medium was infused at 6 ml/s, with a total dose of 50 ml. Images were generated by dynamic volume scanning and were processed by 4D digital subtraction angiography (DSA) imaging software. The time-density curve (TDC) of the hepatic artery was delineated. The time to peak, peak contrast enhancement were recorded. The physiological parameters such as body weight and height were analyzed.
RESULTS(1) There were no differences in clinical parameters such as age, sex, height, weight, or BMI between groups. The time to peak of hepatic artery of group A and B was (19.71+/-3.11) s and (20.06+/-3.67) s, and had no significant difference. The maximum peak enhancement of hepatic artery in groups B was higher than that group A (P < 0.05). (2) 4D DSA revealed hepatic artery pseudo-aneurysm (n = 2), and hepatic artery mild stenosis (n = 13), moderate stenosis (n = 5), severe stenosis (n = 9) and occlusion (n = 1), segmental moderate and severe stenosis (n = 4), and compensatory circulation with hepatic artery severe stenosis and occlusion (n = 6). hepatoportal arteriovenous fistulas (HPAVF, n = 12), donor-recipient hepatic artery mismatch (n = 3). Hepatic arterial branch are decreased and opened in 15 cases and 8 cases.
CONCLUSION320-slice CT hepatic artery images is safe, noninvasive, and accurate technique to evaluate hepatic arterial complications after liver transplantation.
Adolescent ; Adult ; Aged ; Female ; Hepatic Artery ; diagnostic imaging ; Humans ; Liver Diseases ; diagnostic imaging ; etiology ; Liver Transplantation ; adverse effects ; Male ; Middle Aged ; Tomography, X-Ray Computed ; methods ; Young Adult

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