Lecture5_Quantitative laser diagnostics for combustion chemistry and propulsion(激光诊断)
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血管外肺水及肺血管通透性监测在ARDS患者中的临床价值张瑜荣;邓立普;张小华【摘要】血管外肺水(EVLW)的改变可定量反映ARDS患者早期肺水肿的存在及严重程度,与预后呈显著相关,有利于急性呼吸窘迫综合征(ARDS)早期诊断及指导治疗以改善预后;肺血管通透性指数(PVPI)直接反映肺血管通透状态,可资鉴别肺水肿的原因,反映肺损伤程度,以及评价ARDS病人的预后情况.【期刊名称】《基础医学与临床》【年(卷),期】2014(034)005【总页数】4页(P719-722)【关键词】急性呼吸窘迫综合征;血管外肺水;肺血管通透性【作者】张瑜荣;邓立普;张小华【作者单位】南华大学附属南华医院急诊科,湖南衡阳421001;南华大学附属南华医院急诊科,湖南衡阳421001;广西医科大学第一附属医院心内科,广西南宁530021【正文语种】中文【中图分类】R563.9心源性以外多种致病因素均可引起急性呼吸窘迫综合征(acute respiratory dysfunction syndrome,ARDS),因起病急骤、早期诊断困难,病情复杂多变,可进展为多器官功能衰竭,病死率达35%~45%[1]。
ARDS新定义[2]从发病时间、氧合指数、肺水肿来源和影像学改变4个方面对ARDS作出诊断,强调氧合指数的预后价值,取消ALI和ARDS分类。
本综述用ARDS统称既往ALI和(或)ARDS。
肺毛细血管通透性增高引起的肺泡渗出液中富含蛋白质的肺水肿为ARDS特征性病理改变;肺毛细血管静水压不高、肺内分流增加及VA/Q失调为主要病理生理特征。
血管外肺水(extravascular lung water,EVLW)和肺血管通透性指数(pulmonary vascular permeability index,PVPI)概念的提出有利于对ARDS患者早期、定量诊断,为及时治疗提供依据,进而改善预后。
称重法是衡量肺水肿及判断其他方法准确性的金标准,主要用于动物研究。
脑血管阻塞或狭窄会造成脑局部血流不足,当血管壁剪切应力发生改变时可使机体快速启动凝血系统并引起微血管阻塞[1-2],斑块增大可造成颈动脉狭窄,阻碍血流快速通过,使脑内供血减少,导致脑组织缺血、缺氧,最终发展为脑梗死。
脑梗死属致残率、致死率较高的缺血性脑血管疾病[3]。
目前,临床上常采用超声弹性成像和超声造影定量评估斑块的易损性和再发可能性;超声弹性成像可捕捉到斑块的动态弹性图,并利用计算机的定量超声斑块纹理分析;超声造影对颈部斑块的微小血管较敏感[4-5]。
但超声弹性成像联合超声造影定量分析对缺血性脑梗死的研究相对较少。
本研究旨在探讨超声弹性成像联合超声造影定量分析在缺血性脑梗死中的应用价值。
1 资料与方法1.1 一般资料选取2020年11月至2021年11月在西北大学附超声弹性成像联合超声造影定量分析在缺血性脑梗死中的应用价值张珮1,2,郑小叶2,杨军乐1,21.西安交通大学医学部,陕西西安710068;2.西北大学附属医院/陕西省西安市第三医院,陕西西安710016[摘要]目的:探讨超声弹性成像联合超声造影定量分析在缺血性脑梗死中的应用价值。
方法:选取确诊的120例缺血性脑梗死患者,根据有无症状分为有症状组48例和无症状组72例。
比较2组超声弹性成像参数、超声造影定量分析参数,采用ROC 曲线分析超声弹性成像联合超声造影定量分析参数对缺血性脑梗死的诊断效能。
结果:有症状组的杨氏模量最大值(E max)、最小值(E min)、平均值(E mean)均高于无症状组(均P<0.05)。
有症状组的峰值强度(PI)高于无症状组(P<0.05),2组到达时间(AT)、达峰时间(TTP)、基础强度(BI)差异均无统计学意义(均P>0.05)。
ROC曲线分析可见,E max、E min、E mean、PI和联合诊断缺血性脑梗死的AUC分别为0.743、0.636、0.694、0.711、0.760,敏感度分别为85.90%、72.90%、77.10%、81.30%、93.80%,特异度分别为66.70%、53.40%、54.20%、54.20%、52.30%。
Roche Applied ScienceFor general laboratory use. Not for use indiagnostic procedures. FOR IN VITRO USE ONLY.FastStart TaqMan ® Probe MasterFastStart TaqMan ®Probe Master (Rox)Cat. No. 04 673 409 001 2.5 ml (2 × 1.25 ml; 100 × 50 l reactions)Cat. No. 04 673 417 00112.5 ml (10 × 1.25 ml; 500 × 50 l reactions)Store at Ϫ15 to Ϫ25°CCat. No. 04 673 433 00150.0 ml (10 × 5 ml; 2000 × 50 l reactions)Cat. No. 04 673 450 001 2.5 ml (2 × 1.25 ml; 100 × 50 l reactions)Store at Ϫ15 to Ϫ25°C F Keep away from lightCat. No. 04 673 468 00112.5 ml (10 × 1.25 ml; 500 × 50 l reactions)Cat. No. 04 673 476 00150.0 ml (10 × 5 ml; 2000 × 50 l reactions)2× concentrated, ready-to-use hot start master mix for qPCR and qRT-PCR using the hydrolysis probe detection format on real-time PCR instruments (except the LightCycler ® Instruments)1.What this Product DoesContentsThe FastStart TaqMan ® Probe Master is a ready-to-use, 2× concen-trated master mix that contains all the reagents (except primers, probe and template) needed for running quantitative, real-time DNA detec-tion assays, including qPCR and 2-step qRT-PCR, in the hydrolysis probe detection format. It is available in two formulations, one that contains the Rox reference dye and one without Rox.Storage and StabilityIf stored at Ϫ15 to Ϫ25o C, the master mix is stable through the expira-tion date printed on the label. For short-term storage (up to 3months),the master mix may be stored at +2 to +8o C.N Keep the FastStart TaqMan ® Probe Master (Rox) away from light.N Avoid repeated freezing and thawing.L The complete PCR mix (i.e., FastStart TaqMan ® Probe Master sup-plemented with primers, probe, and template) is stable for up to 24hrs at room temperature. Keep the PCR mix away from light!ApplicationThe FastStart TaqMan ® Probe Master is a ready-to-use reagent mix that simplifies the preparation of reactions for qPCR and 2-step qRT-PCR. In combination with a real-time PCR instrument, suitable PCR primers and Hydrolysis Probe, FastStart TaqMan ® Probe Master allows very sensitive detection and quantification of defined DNA sequences.N Do not use this product on the LightCycler ® 1.5 Instrument, theLightCycler ® 2.0 Instrument, or the LightCycler ® 480 Instrument.In principle, the FastStart TaqMan ® Probe Master can be used for the amplification and detection of any DNA or cDNA target, including those that are GC-rich or GC-poor. However, you would need to adapt your detection protocol to the reaction conditions of the particular real-time PCR instrument in use and design a specific hydrolysis probe and PCR primers for each target. See the Operator’s Manual of your real-time PCR instrument for general recommendations.N The mix is designed for optimal amplification of targets up to500bp long. Do not use the mix to amplify longer targets.L FastStart TaqMan ® Probe Master offers convenience and ease-of-use because the addition of MgCl 2 to the reaction mixture is not necessary, thus avoiding time-consuming optimization steps.L The mix contains dUTP, so that it may be used with Uracil-DNAGlycosylase to prevent false positives arising from carry-over con-tamination, i.e., contamination with amplified DNA.L The FastStart TaqMan ® Probe Master is fully compatible withprobes from the Universal ProbeLibrary Sets*.Additional Equipment and Reagents RequiredAdditional reagents and equipment required to perform quantitative real-time PCR assays with the FastStart TaqMan ® Probe Master include:•general laboratory equipment–nuclease-free, aerosol-resistant pipette tips–pipettes with disposable, positive-displacement tips–sterile reaction tubes for preparing master mixes and dilu-tions–standard benchtop microcentrifuge –water, PCR-grade*•for first-strand cDNA synthesis–Transcriptor First Strand cDNA Synthesis Kit*•for real-time PCR–PCR reaction vessels (e.g., optical tubes or microplates)–sequence-specific primers–a hydrolysis probe (e.g ., from the Universal ProbeLibrary Sets*)–ROX Reference Dye* (optional)•for carry-over prevention (optional)–LightCycler ® Uracil-DNA Glycosylase** available from Roche Applied Science2.How to Use this Product2.1Before You BeginGeneralThe optimal reaction conditions (concentration of template DNA and PCR primers, incubation temperatures and times, cycle number)depend on the specific template/primer system and must be deter-mined individually.Sample Material•Use any template DNA (e.g., genomic or plasmid DNA, cDNA) suit-able for PCR in terms of purity, concentration, and absence of inhib-itors. For reproducible isolation of nucleic acids use:–either the MagNA Pure LC Instrument or the MagNA Pure Compact Instrument together with a dedicated nucleic acid isolation kit (for automated isolation) or–a HIGH PURE nucleic acid isolation kit (for manual isolation).0706.04699220001For details see the Roche Applied Science Biochemicals catalog or home page, .•Use up to 250 ng complex genomic DNA or 50 ng cDNA.PrimersUse PCR primers at a final concentration of 0.3 – 1.0 M. The recom-mended starting concentration is 0.9 M each.N Always use equimolar primer concentrations.N If you are using probes from the Universal ProbeLibrary*, use 200nM of each primer.L The design of the PCR primers determines amplicon length, melt-ing temperature, amplification efficiency, and yield. Primer design may also depend on the choice of PCR program (2-step versus 3-step protocol).L Several programs for primer design are freely available or provided by the suppliers of real-time PCR instruments (e.g., PrimerExpress).Alternatively, such programs are available to the public on the web for free. For example, use the free online ProbeFinder software () to design primers that may be paired with probes from the Universal ProbeLibrary*.ProbeThe probe concentration should be significantly lower than the primer concentration. As a starting point, we recommend using 250 nM probe. However, suitable concentrations range from 100 nM to 300nM.N To ensure a specific and sensitive assay, the probe must anneal to the DNA at a significantly higher temperature than the primers.Therefore, the T m of the probe should be 68 – 70°C and the T m of the primers about 58 – 60°C.N For maximum assay sensitivity, avoid placing a terminal G at the 5´-end of the probe because the fluorescent signal (arising after cleavage of the probe) is adversely affected by such a G.N To ensure that the fluorescent reporter dye within the unreacted probe is quenched, the length of the probe should not exceed 28 nucleotides.N If you use probes from the Universal Probe Library*, start with a probe concentration of 100 nM. Set the annealing temperature to 60°C.Negative ControlTo detect DNA contamination, always include a negative control in each run. To prepare this control, replace template DNA with PCR-grade water.Reaction VolumeVarious reaction volumes of the FastStart TaqMan® Probe Master can be used. Please refer to recommendations from the supplier of the instrument for suitable volumes and tubes/plates.ROX Reference DyeN Please read carefully.In principle, real-time PCR instruments (except the LightCycler®instruments) offer three different modes:1.Detection of released signal in relationship to a reference dye (usu-ally ROX)2.Detection of released signal in relationship to the quencher dye ofthe probe (e.g., TAMRA)3.Detection of released signal aloneThe choice of mode depends on the instrument (e.g. whether a chan-nel for detecting the reference dye is available) and on the light source of the instrument (halogen versus laser).The FastStart TaqMan® Probe Master is available with or without ROX. L The FastStart TaqMan® Probe Master (Rox) contains 120 nM ROX (2× concentrated), i.e. the final concentration of Rox in the PCR mix is 60 nM.The following list gives an overview how to apply the FastStart Taq-Man® Probe Master in combination with specific real-time PCR instru-ments:•If you want to use the reference channel of your real-time PCR instrument, then use the FastStart TaqMan® Probe Master (Rox).•for the ABI 7500 Real-Time PCR System, the Stratagene Mx3000P QPCR System, and the Corbett RotorGene Real Time Thermoana-lyzers: no addition of further ROX Reference Dye is required•for the ABI PRISM 7000 Sequence Detection System and the ABI7300 Real-Time PCR System: add additional ROX Reference Dyeto a final concentration of 300 nM a)•for the ABI 7700 Real-Time PCR System and the ABI PRISM7900HT Sequence Detection System: add additional ROX Refer-ence Dye to a final concentration of 400 nM a)•If you do not want to use the reference channel of your real-time PCR instrument or the instrument is not equipped with a reference channel, use either the FastStart TaqMan®Probe Master or the FastStart TaqMan® Probe Master (Rox).•If you use the Bio-Rad iCycler iQ5 Real-Time PCR Detection System apply only the External Well Factor Plate procedure for determining the well factors. For determining the well factors the Bio-Rad iCycler iQ5 Real-Time PCR Detection System does not use ROX but fluorescein. Therefore, use the FastStart TaqMan® Probe Mas-ter (without ROX) in combination with the iCycler iQ5 Real-Time PCR Detection System only! For details on how to perform the External Well Factor Plate procedure consult the iCycler iQ5 Real-Time PCR Detection System Instruction Manual.L a)This is the recommended starting concentration. The final con-centration of ROX Reference Dye may be further optimized in a range of 300 to 600 nM. Especially if you observe an unsteady flu-orescence signal, increase the ROX concentration until the signal is stable. Usually, when working with small reaction volumes (Յ10l) a higher ROX concentration is required. (In this case, the recommended starting concentration is 400 nM.)2.2ProcedurePreparation of the PCR mixFor each 50 l reaction, prepare the following reaction mix:ᕡ•Thaw the solutions and, for maximum recovery of the contents, briefly spin vials in a microcentrifuge before opening.•Mix solutions carefully by pipetting them up and down, thenstore on ice.ᕢPrepare 100× conc. solutions of the PCR primers and the hydrol-ysis probe.ᕣIn a 1.5 ml reaction tube on ice, prepare the PCR mix for one 50l reaction by adding the following components in the orderlisted below.Component Volume a)Finalconc.FastStart TaqMan® Probe MasterFastStart TaqMan® Probe Master (Rox)b25 l1×Hydrolysis Probe (25M)0.5 l250nMForward primer (90M)0.5 l900nMReverse primer (90M)0.5 l900nMWater, PCR-grade18.5 lT otal Volume45 lL a) To prepare the PCR mix for more than one reaction, multi-ply the amounts in the “Volume” column by z, where z = thenumber of reactions to be run + one additional reaction.N b) If you need to supplement the PCR mix with additional ROX Reference Dye*, add the dye to the FastStart TaqMan® ProbeMaster (Rox) before primers, probes or DNA template areadded. Refer to the package insert of the ROX Reference Dyefor detailed instructions.ᕤ•Mix the solution carefully by pipetting it up and down. Do not vortex.•Pipet45l PCR mix into each PCR reaction vessel or well of aPCR microplate (depending on your real-time PCR instrument).ᕥ•Add 5 l of template DNA (up to 250 ng total DNA) or cDNA.L In initial experiments to determine the optimum amount of cDNA template, we recommend running undiluted, 1:10diluted, and 1:100 diluted cDNA template in parallel.•Mix carefully by pipetting up and down.ᕦAccording to the instructions supplied with your instrument, prepare the tubes or microplates for PCR (e.g., seal tubes withoptical tube caps or the plate with self-adhesive foil).2Roche Applied Science3Roche Applied SciencePerforming PCRThere are several different ways to program the PCR. Either two-step or three-step PCR programs will provide suitable experimental results.The amplicon should be short (approx. 150 bp) and the annealing/elongation temperature should be 60°C (e.g., a typical PCR protocol is 40 cycles of 95°C/15 s, followed by 60°C/1 min).N For best results, be sure the instrument is calibrated correctly.2.3Related ProceduresPrevention of Carry-Over ContaminationUracil-DNA N-Glycosylase (UNG) is suitable for preventing carry-over contamination in PCR. This carry-over prevention technique involves incorporating deoxyuridine triphosphate into amplification products,then pretreating later PCR mixtures with UNG. If a dUTP-containing contaminant is present in the later PCRs, it will be cleaved by a combi-nation of the UNG and the high temperatures of the initial denatur-ation step; it will not serve as a PCR template. Since your target DNA template contains thymidine rather than uridine, it is not affected by this procedure.L dUTP is a component of the FastStart TaqMan ® Probe Master.N Perform prevention of carry-over contamination with LightCycler ®Uracil-DNA Glycosylase*. Add 1.25 U per 50 l PCR reaction. Pro-ceed as described in the package insert.Two-step RT-PCRFastStart TaqMan ® Probe Master can also be used to perform two-step RT-PCR. In two-step RT-PCR, the reverse transcription of RNA into cDNA is separated from the other reaction steps and is performed outside the real-time PCR instrument. Subsequent amplification and online monitoring is performed according to the standard real-time PCR procedure, using the cDNA as the starting sample material. Tran-scriptor First Strand cDNA Synthesis Kit* is recommended for reverse transcription of RNA into cDNA. Synthesis of cDNA is performed according to the detailed instructions provided with the kit.3.Troubleshooting³Following the instruction manual of the instrument supplier, program the instrument with the following parameters:CyclesAnalysis Mode Target Temperature Hold TimeRemarks 1 (optional)None 50°C2 minOnly if UNG hadbeen added for carry-over pre-vention 1None 95°C 10 minActivation of FastStart Taq DNA Polymerase 40Quantifi-cationDependent on the specific primer-probe combination.Amplification and real-time analysis·Place your tubes or plate in the instrument and start the reaction.»At the end of the reaction, follow instrument instructions for quantification/analysis.Problem CauseRecommendation No amplification detectable and no band in gel analysis•error in PCR program (e.g. activation step omitted)•pipetting errors (e.g. DNA not added)•amplicon too long •inhibitory effects of impurities•bad primer design•Adjust PCR program •Repeat experiment; check pipetting steps carefully•Redesign primer •Repeat isolation of template•Redesign primerNo or lowamplificationdetectable but strong band in gel analysisPCR is working but the probe is poorly designed Redesign probe 4.Additional Information on this ProductFastStart Taq DNA PolymeraseThe FastStart TaqMan ® Probe Master (with or without ROX) contains the FastStart Taq DNA Polymerase for hot-start PCR to improve speci-ficity and sensitivity of the PCR by minimizing the formation of non-specific amplification products (1,2,3,4). This enzyme delivers superior results thanks to its unique enzyme design and optimized buffer sys-tem.FastStart Taq DNA Polymerase is a chemically modified form of ther-mostable recombinant Taq DNA polymerase that shows no activity up to 75°C. The enzyme is active only at high temperatures, where primers no longer bind non-specifically. The enzyme is completely activated (by removal of blocking groups) in a single pre-incubation step (95°C,10 min) before cycling begins. Activation does not require the extra handling steps typical of other hot-start techniques.Detection of PCR productsReal-time DNA detection assays based on the hydrolysis probe format (also known as 5´-nuclease assays) require a single, signal-generating probe that contains two labels, a fluorescent reporter dye at the 5´-end and a (fluorescent or dark) quencher label at or near the 3´-end (6).When the probe is intact, the fluorescent signal is almost completely suppressed by the quenching label. When the probe is hybridized to its target sequence, it is cleaved by the 5´→3´ exonuclease activity of the FastStart Taq DNA Polymerase, which “unquenches” the fluores-cent reporter dye. During each PCR cycle, more of the released fluo-rescent dye accumulates, boosting the fluorescent signal.N If you use the hydrolysis probe format for detection, you cannotperform a subsequent melting curve analysis. For melting curve analysis, we recommend using the FastStart SYBR Green Master*.Quality ControlEach lot is tested for performance in qPCR using three templates:a GC–rich template, a GC-poor template and a long template (about 440 bp).References1Chou, Q et al (1992). Prevention of pre-PCR mis-priming and primer dimerization improves low-copy-number amplifications. Nuc. Acid Res. 20, 1717-1723.2Kellogg, DE et al (1994). TaqStart Antibody: hot-start PCR facili-tated by a neutralizing monoclonal antibody directed against Taq DNA polymerase. BioTechniques 16, 1134-1137.3Birch, DE et al (1996). Simplified hot start PCR. Nature 381, 445-446.4PCR Manual, Roche Diagnostics (1999) 2nd edition (1999) 2, 52-58.5Bustin, SA (ed ., 2004). A – Z of Quantitative PCR. IUL Biotech-nology Series, 5.6Holland, PM et al (1991). Detection of specific polymerase chain reaction product by utilizing the 5´→3´ exonuclease activity of Thermus aquaticus DNA polymerase. Proc. Natl. Acad. Sci . USA . 88, 7276-7280.7Rees, E. et al (2006). siRNA Silencing of Lamin A and Quantifi-cation of the Knockdown Effect via qPCR. Biochemica 2006 (2), 25-27.Fluorescence varies within a run instrument not correctly calibratedRecalibrate instrument variations in pipettingMonitor the channel in which Rox is detected High background in the negative (no template) controlContamination •Remake or replace critical solutions (e.g ., water)•Clean lab bench •Use UNG to prevent carry-over contami-nationProblem Cause RecommendationRoche Diagnostics GmbHRoche Applied Science 68298 Mannheim Germany5.Supplementary Information5.1ConventionsText ConventionsTo make information consistent and memorable, the following text conventions are used in this package insert:SymbolsIn this package insert the following symbols are used to highlight important information:5.2AbbreviationsIn this Instruction Manual, the following abbreviations are used:5.3Changes to Previous Version•Storage and Stability information extended.•Recommended concentrations of ROX for ABI real-time PCR instruments changed.•Minor editorial changes5.4Ordering InformationRoche Applied Science offers a large selection of reagents and systems for life science research. For a complete overview of related products and manuals, please visit and book-mark our home page, , and our Special Interest Sites including:•The Universal ProbeLibrary: •The MagNA Pure System family for automated nucleic acid isolation: •Amplification – Innovative Tools for PCR: /pcr•DNA & RNA preparation – Versatile Tools for Nucleic Acid Purification: /napure L Refills for all 165 individual Universal ProbeLibrary probes, each sufficient for 500(50 l) reactions, can be ordered at .Text Convention UseNumbered Instructions labeled ቢ, ባ,etc.Steps in a process that usually occur in the order listed Numbered Instructions labeled ³, ·,etc.Steps in a procedure that must be performed in the order listed Asterisk *Denotes a product available from Roche Applied ScienceSymbolDescriptionL Information Note:Additional information about the current topic or procedure.NImportant Note:Information critical to the success of the procedure or use of the product.Abbreviation MeaningqPCR quantitative real-time PCR UNGUracil-DNA N-GlycosylaseProductPack SizeCat. No.FastStart SYBR Green Master (Rox) 5 ml (4 × 1.25 ml)50 ml (10 × 5 ml)04 673 514 00104 673 522 001FastStart SYBR Green Master 5 ml (4 × 1.25 ml)50 ml (10 × 5 ml)04 673 484 00104 673 492 001ROX Reference Dye50 l (1 mM)04 673 549 001Transcriptor First Strand cDNA Syn-thesis Kit1 kit 04 379 012 001LightCycler ® Uracil-DNA Glycosy-lase100 U 03 539 806 001Water, PCR Grade 25 ml (25 × 1 ml)25 ml (1 × 25 ml)100 ml (4 × 25 ml)03 315 932 00103 315 959 00103 315 843 001High Pure PCR T emplate Preparation Kit100 purifications 11 796 828 001mRNA Isolation Kit Ͼ70 g mRNA11 741 985 001Universal ProbeLibrary Set, Arabi-dopsis Library of 90 pre-validated detection probes04 683 595 001Universal ProbeLibrary Set, C. ele-gans Library of 90 pre-validated detection probes04 683 609 001Universal ProbeLibrary Set, Droso-phila Library of 90 pre-validated detection probes04 683 625 001Universal ProbeLibrary Set, Human Library of 90 pre-validateddetection probes04 683 633 001Universal ProbeLibrary Set, Mouse Library of 90 pre-validateddetection probes04 683 641 001Universal ProbeLibrary Set, Primates Library of 90 pre-validateddetection probes04 683 617 001Universal ProbeLibrary Set,Rat Library of 90 pre-validated detection probes04 683 650 001NOTICE TO PURCHASERLIMITED LICENSE: A license to perform the 5' nuclease process for research requires the use of a Licensed 5' Nuclease Kit (containing Licensed Probe), or the combination of an Authorized Core Kit plus Licensed Probe, or license rights that may be purchased from Applied Biosystems. This product is an Authorized Core Kit without Licensed Probe. Its purchase price includes a limited, non-transferable immu-nity from suit under U.S. Patents Nos. 5,210,015, 5,487,972, 5,476,774,and 5,219,727, and corresponding patent claims outside the United States, owned by Roche Molecular Systems, Inc. or F. Hoffmann-La Roche Ltd ("Roche"), for using only this amount of the product in the practice of the 5' nuclease process solely for the purchaser's own internal research and development activities. This product is also an Authorized Core Kit for use with service sublicenses available from Applied Biosystems. This product conveys no rights under U.S. Pat-ents Nos. 5,804,375, 6,214,979, 5,538,848, 5,723,591, 5,876,930,6,030,787, or 6,258,569, or corresponding patent claims outside the United States, expressly, by implication, or by estoppel.No right under any other patent claims (such as apparatus or system claims in U.S. Patent No. 6,814,934) and no right to perform commer-cial services of any kind, including without limitation reporting the results of purchaser's activities for a fee or other commercial consider-ation, is hereby granted expressly, by implication, or by estoppel. This product is for research purposes only. Diagnostic uses require a sepa-rate license from Roche.Further information on purchasing licenses to practice real-time PCR processes may be obtained by contacting the Director of Licensing,Applied Biosystems, 850 Lincoln Centre Drive, Foster City, California 94404, USA.TrademarksLIGHTCYCLER, FASTSTART, TAQMAN, HYBPROBE, MAGNA PURE,and HIGH PURE are Trademarks of Roche.ROX, PRISM, TAMRA, and PRIMER EXPRESS are Trademarks of Applera Corporation, Norwalk, CT, USA.Other brand or product names are trademarks of their respective holders.Contact and SupportTo ask questions, solve problems, suggest enhancements or report new applications, please visit our Online Technical Support Site at:/supportTo call, write, fax, or email us, visit the Roche Applied Science home page, , and select your home country. Country-specific contact information will be displayed.Use the Product Search function to find Pack Inserts and Material Safety Data Sheets.。
默克密理博纳米微球和Multiplex技术在临床诊断中的应用西安2011年3月10日Subline Arial 16ptEstapor®technology and business overview Estapor®技术及业务介绍R. VidalMarch, 10-12, 2011Business Plan -ConfidentialConditioning/packaging Analytics Production R&D preparations 研发制备Heterogeneous 非均匀介质Water soluble initiator水溶性引发剂Diameter 亚微米级粒径surfactanti nitiatorPolymer particleInitiator radicalSurfactantnucleuspolymerizationoligomerMonomerWATER AIR 空气Monomer reservoirInitiatorUnentered micelleCOOH COOHCOOHX X -COOH, -OH, -NH 2,H …)1 μm 6 μmNApplicationsproduct产品线及主要应用ISO-9001认证的微球研发和生产体系Other applications: Confocal Microscopy, Biosensors, Biochips, BioCatalysis, Microfluidics, Multiplexing, Immunoprecipitation, Mass Spectro, Agro-food but also Electronics, Cosmetics, Traceability….其他应用:共聚焦显微镜,生物传感器,生物芯片,生物催化,微流控技术,多因子检测,免疫沉淀,质谱,农产食品以及电子,化妆品等选择被动吸附还是共价偶联?减少非特异性结合,改善信噪比Physical adsorptionSideupCovalent bindingCovalent bindingCovalent bindingEsterificationCovalent bindingThioEtherCovalent bindingHydrazone basisCovalent bindingCovalent bindingAmine bound Covalent bindingAmine boundHydrophobic Hydrophilic Amine boundBio-binding ۞۞StreptavidinAnti-IgGProteinneed to be washed before they can be used, but this is not: to maximize effectiveness of the EDC reaction we studied a number of conditions usingWe can easily use different colours of dyed microspheres.读取更加快速、简便、准确。
·临床研究·超声造影定量参数在子宫内膜癌诊断中的应用价值杨柳芳李裕生王雄摘要目的探讨超声造影定量参数在子宫内膜癌诊断中的应用价值,分析其与国际妇产科联盟子宫内膜癌(FIGO)分期、淋巴结转移的关系。
方法选取我院收治的子宫内膜癌患者104例(子宫内膜癌组)和子宫内膜良性病变患者90例(良性病变组),所有患者均行术前超声造影检查,观察目标区域造影剂灌注情况,绘制时间-强度曲线(TIC)获得定量参数[曲线上升时间(RT)、达峰时间(TTP)、峰值强度(PI)和平均通过时间(MTT)],比较子宫内膜癌组与良性病变组上述参数的差异,并进一步比较不同FIGO分期、不同淋巴结转移状态子宫内膜癌患者超声造影定量参数的差异。
采用二元Logistic回归分别建立超声造影定量参数联合应用鉴别子宫内膜癌与子宫内膜良性病变、子宫内膜癌FIGO分期、子宫内膜癌淋巴结是否转移的诊断模型;绘制受试者工作特征(ROC)曲线分析其诊断效能。
结果子宫内膜癌组超声造影表现以均匀高增强为主(59.6%),其次为均匀等增强(34.6%),TIC形态以“速升速降”型为主(71.1%),波峰尖锐;良性病变组超声造影表现以均匀等增强、不均匀等增强为主(43.3%、35.6%),TIC形态以“速升缓降”型为主(80.0%),波峰圆钝。
与良性病变组比较,子宫内膜癌组RT、TTP、MTT均减小,PI增大,差异均有统计学意义(均P<0.05)。
与子宫内膜癌FIGO分期Ⅰ~Ⅱ期患者比较,Ⅲ~Ⅳ期患者RT、TTP、MTT均减小,PI增大,差异均有统计学意义(均P<0.05)。
与淋巴结未转移患者比较,淋巴结转移患者RT、TTP、MTT均减小,PI增大,差异均有统计学意义(均P<0.05)。
ROC曲线分析显示,RT、PI、TTP、MTT联合应用鉴别诊断子宫内膜癌与子宫内膜良性病变的曲线下面积(AUC)为0.903,均高于各参数单独应用(均P<0.05);RT、PI、TTP、MTT联合应用鉴别诊断子宫内膜癌FIGOⅠ~Ⅱ期与Ⅲ~Ⅳ期的AUC为0.842,均高于各参数单独应用(均P<0.05);RT、PI、TTP、MTT联合应用预测子宫内膜癌淋巴结是否转移的AUC为0.832,均高于各参数单独应用(均P<0.05)。
primes laserdiagnosticssoftware用法primes laserdiagnosticssoftware用法简介primes laserdiagnosticssoftware是一款专业的激光诊断软件,用于分析和控制激光系统的性能。
以下是一些常见的用法,帮助您更好地了解如何使用这个软件。
1. 数据采集•使用primes laserdiagnosticssoftware,您可以轻松地进行激光系统数据的采集。
通过连接激光设备和计算机,并选择合适的数据采集设置,软件将自动开始记录数据。
•通过数据采集,您可以监测激光系统的输出功率、波长、脉宽等参数。
这对于优化激光系统性能和排除问题非常重要。
2. 光谱分析•primes laserdiagnosticssoftware提供强大的光谱分析功能。
您可以将激光系统的波长稳定性和光谱分布进行详细的分析。
•通过观察光谱图,您可以判断激光系统是否存在频率漂移或频率不稳定的问题。
这有助于您及时调整激光系统,并确保其性能的稳定。
3. 波形显示•除了光谱分析,primes laserdiagnosticssoftware还可以显示激光系统的波形。
您可以通过软件界面直观地观察激光脉冲的形状和幅度。
•波形显示功能有助于您了解激光系统的脉宽和脉冲能量分布。
通过比较理论参数和实际波形,您可以判断激光系统是否正常工作,并及时进行调整和优化。
4. 数据分析•primes laserdiagnosticssoftware提供丰富的数据分析工具,帮助您更深入地了解激光系统的性能。
•您可以使用软件内置的统计分析工具来计算激光系统的平均功率、功率分布、功率稳定性等参数。
这些数据对于系统的优化和改进至关重要。
5. 报告生成•利用primes laserdiagnosticssoftware,您可以生成专业的测试报告。
软件支持将数据和分析结果整合成格式化的报告。
•报告生成功能方便您向团队或客户展示激光系统的测试结果和性能评估。
Bayesian Estimation of Linearized DSGE ModelsDr.Tai-kuang HoAssociate Professor.Department of Quantitative Finance,National Tsing Hua University,No. 101,Section2,Kuang-Fu Road,Hsinchu,Taiwan30013,Tel:+886-3-571-5131,ext.62136,Fax: +886-3-562-1823,E-mail:tkho@.tw.1Posterior distributionChapter12of Tsay(2005)provides an elegant introduction to Markov Chain Monte Carlo Methods with applications.Greenberg(2008)provides a very good introduction to fundamentals of Bayesian inference and simulation.Geweke(2005)provides a more advanced treatment of Bayesian econometrics.Bayesian inference combines prior belief(knowledge)with empirical data to form posterior distribution,which is the basis for statistical inference.:the parameters of a DSGE modelY:the empirical dataP( ):prior distribution for the parametersThe prior distribution P( )incorporates the prior belief and knowledge of the parameters.f(Y j ):the likelihood function of the data for given parametersBy the de…nition of conditional probability:f( j Y)=f( ;Y)f(Y)=f(Y j )P( )f(Y)(1)The marginal distribution f(Y)is de…ned as:f(Y)=Z f(Y; )d =Z f(Y j )P( )d f( j Y)is called the posterior distribution of .It is the probability density function(PDF)of given the observed empirical data Y.Omit the scale factor and equation(1)can be expressed as:f( j Y)/f(Y j )P( )Bayes theoremposterior P DF/(likelihood function) (prior P DF)Expressed in logarithm:log(posterior P DF)/log(likelihood function)+log(prior P DF)2Markov Chain Monte Carlo(MCMC)methodsThis section draws from Chapter7of Greenberg(2008).An advanced textbook is Carlin and Louis(2009),Bayesian Methods for Data Analysis,CRC Press.The basis of an MCMC algorithm is the construction of a transition kernel, denoted by p(x;y),that has an invariant density equal to the target density.Given such a kernel,we can start the process at x0to yield a draw x1from p(x0;x1),x2from p(x1;x2),x3from p(x2;x3),...,and x g from p x g 1;x g .The distribution of x g is approximately equal to the target distribution after a transient period.Therefore,MCMC algorithms provide an approximation to the exact posterior distribution of a parameter.How to…nd a kernel that has the target density as its invariant distribution? Metropolis-Hasting algorithm provides a general principle to…nd such kernels. Gibbs sampler is a special case of the Metropolis-Hasting algorithm.2.1Gibbs algorithmThe Gibbs algorithm is applicable when it is possible to sample from each con-ditional distribution.Suppose we want to sample from the joint distribution f(x1;x2).Further suppose that we are able to sample from the two conditional distributions f(x1j x2)and f(x2j x1).Gibbs algorithm1.Choose x(0)2(you can also start from x(0)1)2.The…rst iterationdraw x(1)1from f x1j x(0)2draw x(1)2from f x2j x(1)1 3.The g-th iterationdraw x(g)from f x1j x(g 1)21draw x(g)from f x2j x(g)124.Draw until the desired number of iterations is obtained. We discard some portion of the initial sample.This portion is the transient or burn-in sample.Let n be the number of total iterations and m be the number of burn-in sample. The point estimate of x1(similarly for x2)and its variance are:^x1=1n mnX j=m+1x(j)1^ 21=1n m 1nX j=m+1 x(j)1 ^x1 2The invariant distribution of the Gibbs kernel is the target distribution. Proof:x=(x1;x2)y=(y1;y2)p(x;y):x!y,x1!y1;x2!y2The Gibbs kernel is:p(x;y)=f(y1j x2) f(y2j y1)f(y1j x2):draw x(g)1from f x1j x(g 1)2f(y2j y1):draw x(g)2from f x2j x(g)1 It follows that:Z p(x;y)f(x)dx=Z f(y1j x2) f(y2j y1)f(x1;x2)dx1dx2=f(y2j y1)Z f(y1j x2)f(x1;x2)dx1dx2=f(y2j y1)Z f(y1j x2)f(x2)dx2=f(y2j y1)f(y1)=f(y1;y2)=f(y)This proves that f(y)is the invariant distribution for the Gibbs kernel p(x;y).The invariant distribution of the Gibbs kernel is the target distribution is a nec-essary,but not a su¢cient condition for the kernel to converge to the target distribution.Please refer to Tierney(1994)for a further discussion of such conditions.The Gibbs sampler can be easily extended to more than two blocks.In practice,convergence of Gibbs sampler is an important issue.I will use Brooks and Gelman(1998)’s method for convergence check.2.2Metropolis-Hasting algorithmMetropolis-Hasting algorithm is more general than the Gibbs sampler because it does not require the availability of the full set of conditional distribution forsampling.Suppose that we want to draw a random sample from the distribution f(X). The distribution f(X)contains a complicated normalization constant so that a direct draw is either too time-consuming or infeasible.However,there exists an approximate distribution(jumping distribution,proposal distribution)for which random draws are easy to obtain.The Metropolis-Hasting algorithm generates a sequence of random draws from the approximate distribution whose distributions converge to f(X).MH algorithm1.Given x,draw Y from q(x;y).2.Draw U from U(0;1).3.Return Y if:U (x;Y)=min(f(Y)q(Y;x);1)f(x)q(x;Y)4.Otherwise,return x and go to step1.5.Draw until the desired number of iterations is obtained.q(x;y)is the proposal distribution.The normalization constant of f(X)is not needed because only a ratio is used in the computation.How to choose the proposal density q(x;y)?The proposal density should generate proposals that have a reasonably good probability of acceptance.The sampling should be able to explore a large part of the support.Two well-known proposal kernels are the random walk kernel and the independent kernel.A.Random walk kernel:y=x+uh(u)=h( u)!q(x;y)=q(y;x)! (x;y)=f(y)f(x) B.Independent kernel:q(x;y)=q(y)q(x;y)=q(y)! (x;y)=f(y)=q(y)f(x)=q(x)2.2.1Metropolis algorithmThe algorithm uses a symmetric proposal function,namely q(Y;x)=q(x;Y). Metropolis algorithm1.Given x,draw Y from q(x;y).2.Draw U from U(0;1).3.Return Y if:U (x;Y)=min(f(Y)f(x);1)4.Otherwise,return x and go to step1.5.Draw until the desired number of iterations is obtained.2.2.2Properties of MH algorithmThis part draws from Chib and Greenberg(1995),“Understanding the Metropolis-Hasting Algorithm,”The American Statistician,49(4),pp.327-335.A kernel q(x;y)is reversible if:f(x)q(x;y)=f(y)q(y;x)It can be shown that f is the invariant distribution for the reversible kernel q de…ned above.Now we begin with a kernel that is not reversible:f(x)q(x;y)>f(y)q(y;x)We make the irreversible kernel into a reversible kernel by multiplying both sides by a function .f(x) (x;y)q(x;y)|{z}|{z}=f(y) (y;x)q(y;x)p(x;y) (x;y)q(x;y)f(x)p(x;y)=f(y)p(y;x)This turns the irreversible kernel q(x;y)into the reversible kernel p(x;y). Now set (y;x)=1.f(x) (x;y)q(x;y)=f(y)q(y;x)(x;y)=f(y)q(y;x)f(x)q(x;y)<1By letting (x;y)< (y;x),we equalize the probability that the kernel goes from x to y with the probability that the kernel goes from y to x.Similar consideration for the general case implies that:;1)(x;y)=min(f(y)q(y;x)f(x)q(x;y)2.2.3Metropolis-Hasting algorithm with two blocksSuppose we are at the(g 1)-th iteration x=(x1;x2)and want to move to the g-th iteration y=(y1;y2).MH algorithm1.Draw Z1from q1(x1;Z j x2).2.Draw U1from U(0;1).3.Return y1=Z1if:U1 (x1;Z1j x2)=f(Z1;x2)q1(Z1;x1j x2)f(x1;x2)q1(x1;Z1j x2) 4.Otherwise,return y1=x1.5.Draw Z2from q2(x2;Z j y1).6.Draw U2from U(0;1).7.Return y2=Z2if:U2 (x2;Z2j y1)=f(y1;Z2)q(Z2;x2j y1)f(y1;x2)q(x2;Z2j y1) 8.Otherwise,return y2=x2.3Estimation algorithmKaragedikli et al.(2010)provide an overview of the Bayesian estimation of a simple RBC model.This paper provides internet linkages of several sources of useful computation code.The program appendix includes a whole set of DYNARE programs to estimate, simulate the simple RBC model by using the U.S.output data,as well as to diagnose the convergence of MCMC.The references include a rich and most updated literature on estimation of DSGE models.However,the paper is con…ned to Bayesian estimation,and it is not useful for researchers who want to understand the computational details and to build their own programs.An and Schorfheide(2007)review Bayesian estimation and evaluation techniques that have been developed in recent years for empirical work with DSGE models.Why using Bayesian method to estimate DSGE models?Bayesian estimation of DSGE models has3characteristics(An and Schorfheide, 2007).First,compared to GMM estimation,Bayesian estimation is system-based.(This is also true for maximum likelihood estimation)Second,the estimation is based on likelihood function generated by the DSGE model,rather than the discrepancy between model-implied impulse responses and VAR impulse responses.Third,prior distributions can be used to incorporate additional information into the parameter estimation.Counter-argument:Fukaµc and Pagan(2010)show that DSGE models should be not estimated and evaluated only with full information methods.If the assumption that the complete system of equations is speci…ed properly seems dubious,limited information estimation,which focuses on speci…c equa-tions,can provide useful complementary information about the adequacy of the model equations in matching the data.3.1Draw from the posterior by Random Walk Metropolis algo-rithmRemember that posterior is proportional to likelihood function times prior.f( j Y)/f(Y j )P( )How to compute posterior moments?Random Walk Metropolis(RWM)algorithm allows us to draw from the posterior f( j Y).RWM algorithm belongs to the more general class of Metropolis-Hasting algo-rithm.RWM algorithm1.Initialize the algorithm with an arbitrary value 0and set j=1.2.Draw j from j= j 1+" N j 1; " .3.Draw u from U(0;1).4.Return j= j ifu j 1; j 1 =min 8<:fY j j P j f Y j j 1 P j 1 ;19=;5.Otherwise,return j= j 1.6.If j N then j!j+1and go to step2.Kalman…lter is used to evaluate the above likelihood values f Y j j and f Y j j 1 .3.2Computational algorithmSchorfheide(2000)and An and Schorfheide(2007).e a numerical optimization routine to maximize log f(Y j )+log P( ).2.Denote the posterior model by~ .3.Denote by~ the inverse of the Hessian computed at the posterior mode~ .4.Specify an initial value for 0,or draw 0from N ~ ;c20 ~ .5.Set j=1and set the number of MCMC N.6.Evaluate f(Y j 0)and P( 0)A evaluate P( 0)for given 0B use Paul Klein’s method to solve the model for given 0C use Kalman…lter to evaluate f(Y j 0)7.Draw j from j= j 1+" N j 1;c2 ~ .8.Draw u from U(0;1).9.Evaluate f Y j j and P jA evaluate P j for given jB use Paul Klein’s method to solve the model for given jC use Kalman…lter to evaluate f Y j j10.Return j= j ifu j 1; j 1 =min 8<:fY j j P j f Y j j 1 P j 1 ;19=;11.Otherwise,return j= j 1.12.If j N then j!j+1and go to step7.13.Approximate the posterior expected value of a function h( )by:E[h( )j Y]=1N simN simX j=1h jN sim=N N burn inIt is recommended to adjust the scale factor c so that the acceptance rate is roughly25percent in WRM algorithm.4An example:business cycle accountingThis example illustrates Bayesian estimation of the wedges process in Chari, Kehoe and McGrattan(2007)’s business cycle accounting.The wedges process is s t= ^A t;^ lt;^ xt;^g t .s t+1=P s t+Q"t+1P=26664p11p12p13p14 p21p22p23p24p31p32p33p34p41p42p43p4437775Q=26664q11000 q21q2200q31q32q330q41q42q43q4437775"t+1 N(04 1;I4 4)We estimate the lower triangular matrix Q to ensure that the estimate of V= QQ0is positive semide…nite.The matrix Q has no structural interpretation.Given the wedges,which are functionally similar to shocks,the next step is to solve the log-linearized model.We use Paul Klein’s MATLAB code to solve the log-linearized model.The state variables of the model are: ^k t;s t = ^k t;^A t;^ lt;^ xt;^g tThe control variables of the model are: ^c t;^x t;^y t;^l t The observed variables of the model are: ^y t;^x t;^l t;^g t Here again the log-linearized model:~c ~y ^c t+~x~y^x t+~g~y^g t=^y t(1.c)^y t=^A t+ ^k t+(1 )^l t(2.c)^c t=^A t+ ^k t " +l(1 l)#^l t 1(1 l)^ lt(3.c)^ xt (1+ )+(1+ x)(1+ )E t^c t+1 (1+ x)(1+ )^c t(4.c)=E t ~y~k ^y t+1 ^k t+1 +(1 )^ xt+1(1+ n)(1+ )^k t+1=(1 )^k t+~x~k^x t(5.c)In Lecture4,I have shown the maximum likelihood estimation of the wedges process.Going from MLE to Bayesian estimation is straightforward.The…rst step is to set the priors.The choice of the priors follows Saijo,Hikaru(2008),"The Japanese Depres-sion in the Interwar Period:A General Equilibrium Analysis,"B.E.Journal of Macroeconomics.The prior for diagonal terms of matrix P is assumed to follow a beta distribution with mean0:7and standard deviation0:2.The prior for non-diagonal terms of matrix P is assumed to follow a normal distribution with mean0and standard deviation0:3.The prior for diagonal terms of matrix Q is assumed to follow an uniform distri-bution between0and0:5.The prior for non-diagonal terms of matrix Q is assumed to follow an uniform distribution between 0:5and0:5.The table below summarizes the priors.PriorName Domain Density Parameter1Parameter2 p11;p22;p33;p44[0;1)Beta0:0350:015p12;p13;p14R Normal00:3p21;p23;p24R Normal00:3p31;p32;p34R Normal00:3p41;p42;p43R Normal00:3q11;q22;q33;q44[0;0:5]Uniform00:5q21;q31;q32;q41;q42;q43[ 0:5;0:5]Uniform 0:50:5If the sequence obtained from MCMC were i.i.d.,we could use a central limit theorem to derive the standard error(known as the numerical standard error) associate with the estimate.Koop,Gary,Dale J.Poirier,and Justin L.Tobias(2007),Bayesian Econometric Methods,page119.E[ j y]=^ =1RR X r=1 (r)V ar( j y)=^ 2=1RRX r=1 (r) ^ 2p R ^ N 0;^ 2。
clinical microbiology 检验英文原版书Title: Clinical Microbiology: An Essential Guide for Laboratory TestingIntroduction:Clinical microbiology plays a crucial role in the diagnosis and management of infectious diseases. It involves the laboratory testing of various specimens to identify and characterize microorganisms. In this article, we will explore the fundamental aspects of clinical microbiology as covered in the English original textbook.I. Overview of Clinical Microbiology:1.1 Importance of Clinical Microbiology:- Clinical microbiology aids in the identification of infectious agents, guiding treatment decisions.- It helps in the surveillance and monitoring of antimicrobial resistance.- It plays a vital role in outbreak investigations and infection control measures.1.2 Specimen Collection and Handling:- Proper collection and transportation of specimens ensure accurate and reliable results.- Different types of specimens, such as blood, urine, respiratory secretions, and wound swabs, require specific collection techniques.- Special considerations, such as timing and transport media, are essential to maintain the viability of microorganisms.1.3 Laboratory Techniques:- Microscopy techniques, including gram staining and acid-fast staining, allow for the visualization of microorganisms.- Culture-based methods involve the isolation and identification of microorganisms on various selective and differential media.- Molecular techniques, such as polymerase chain reaction (PCR), enable the detection and characterization of microorganisms at the genetic level.II. Bacterial Infections:2.1 Identification and Characterization:- Bacterial identification relies on phenotypic characteristics, including colony morphology, biochemical tests, and serological methods.- Advanced techniques, such as matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS), provide rapid and accurate identification.- Antimicrobial susceptibility testing determines the susceptibility or resistance of bacterial isolates to specific antibiotics.2.2 Virulence Factors and Pathogenesis:- Understanding the virulence factors of bacteria helps in assessing their pathogenic potential.- Bacterial toxins, adhesins, and capsules contribute to the ability of bacteria to cause disease.- Molecular techniques, such as gene sequencing, aid in the identification and characterization of virulence factors.2.3 Antibiotic Resistance:- The emergence of antibiotic-resistant bacteria poses a significant challenge in clinical practice.- Mechanisms of antibiotic resistance include enzymatic inactivation, altered target sites, and efflux pumps.- Laboratory testing methods, such as disk diffusion and minimum inhibitory concentration (MIC) determination, help in monitoring and detecting antibiotic resistance.III. Viral Infections:3.1 Diagnostic Techniques:- Serological assays, such as enzyme-linked immunosorbent assay (ELISA), detect antibodies produced in response to viral infections.- Molecular methods, such as PCR and nucleic acid amplification tests (NAATs), directly detect viral genetic material.- Viral culture allows for the isolation and identification of viruses in specialized cell lines.3.2 Antiviral Therapy:- Laboratory testing helps in determining the susceptibility of viruses to antiviral drugs.- Drug resistance testing identifies mutations in viral genes associated with reduced drug effectiveness.- Viral load testing monitors the effectiveness of antiviral therapy by quantifying viral RNA or DNA.3.3 Emerging Viral Infections:- Clinical microbiology plays a crucial role in the detection and surveillance of emerging viral infections.- Rapid diagnostic tests, such as point-of-care assays, aid in the early identification of viral outbreaks.- Molecular techniques, such as next-generation sequencing (NGS), provide insights into the genetic diversity and evolution of emerging viruses.IV. Fungal and Parasitic Infections:4.1 Laboratory Diagnosis:- Direct microscopic examination of clinical specimens allows for the detection of fungal elements and parasites.- Culture-based methods help in the isolation and identification of fungal and parasitic organisms.- Molecular techniques, such as PCR and DNA sequencing, enhance the accuracy and speed of diagnosis.4.2 Antifungal and Antiparasitic Susceptibility Testing:- Laboratory testing determines the susceptibility or resistance of fungal and parasitic isolates to antifungal and antiparasitic drugs.- Methods, such as broth microdilution and agar dilution, provide quantitative susceptibility results.- Interpretive criteria assist in guiding treatment decisions based on the susceptibility profile of the organism.4.3 Epidemiology and Control Measures:- Clinical microbiology contributes to the surveillance and monitoring of fungal and parasitic infections.- Molecular typing techniques, such as multilocus sequence typing (MLST), aid in the investigation of outbreaks.- Infection control measures, including appropriate specimen handling and disinfection protocols, help prevent the spread of fungal and parasitic infections.V. Quality Assurance and Laboratory Management:5.1 Quality Control in Clinical Microbiology:- Quality control measures ensure the accuracy and reliability of laboratory results.- Internal quality control involves the use of known reference materials and regular monitoring of test performance.- External quality assessment programs provide proficiency testing to evaluate laboratory performance.5.2 Laboratory Safety:- Adherence to biosafety guidelines is essential to protect laboratory personnel and prevent laboratory-acquired infections.- Proper use of personal protective equipment, safe handling of infectious materials, and appropriate waste disposal are crucial aspects of laboratory safety.- Risk assessment and implementation of safety protocols minimize the potential for accidents and exposure to hazardous agents.5.3 Emerging Technologies and Future Perspectives:- Advances in technology, such as automation and artificial intelligence, are shaping the future of clinical microbiology.- Rapid diagnostic tests and point-of-care devices enable timely and accurate diagnosis at the patient's bedside.- Integration of big data analytics and genomics holds promise for personalized medicine and precision infectious disease management.Conclusion:Clinical microbiology is a multidisciplinary field that plays a vital role in the diagnosis, management, and prevention of infectious diseases. The English original textbook on clinical microbiology provides comprehensive coverage of the fundamental concepts, laboratory techniques, and practical applications in this field. By understanding the various aspects discussed in the book, healthcare professionals can enhance theirknowledge and skills in clinical microbiology, ultimately improving patient care and public health outcomes.。
quant imagingmed surg的文献格式引言概述:Quantitative imaging in medical surgery (quant imaging med surg) has revolutionized the way medical professionals diagnose and treat various conditions. This article aims to provide a comprehensive overview of the literature format for quant imaging med surg research papers. The format discussed here will help researchers effectively present their findings and contribute to the advancement of this field.正文内容:1. Introduction to Quant Imaging Med Surg1.1 Importance of Quantitative Imaging1.1.1 Enhancing Diagnostic Accuracy1.1.2 Guiding Surgical Interventions1.2 Key Imaging Modalities in Quant Imaging Med Surg1.2.1 Magnetic Resonance Imaging (MRI)1.2.2 Computed Tomography (CT)1.2.3 Positron Emission Tomography (PET)1.2.4 Single-Photon Emission Computed Tomography (SPECT)2. Literature Format for Quant Imaging Med Surg Research Papers2.1 Title and Abstract2.1.1 Concise and Informative Title2.1.2 Comprehensive Abstract2.2 Introduction2.2.1 Background and Significance2.2.2 Research Objectives2.3 Materials and Methods2.3.1 Study Design2.3.2 Data Collection and Analysis2.3.3 Imaging Techniques and Parameters2.4 Results2.4.1 Presentation of Quantitative Imaging Findings2.4.2 Statistical Analysis2.4.3 Comparison with Existing Literature2.5 Discussion2.5.1 Interpretation of Results2.5.2 Clinical Implications2.5.3 Limitations and Future Directions总结:In conclusion, the literature format for quant imaging med surg research papers follows a structured approach to effectively communicate findings. The introduction provides an overview of the importance of quantitative imaging and the key imaging modalities used. The title and abstract should be concise and informative. The introduction should provide background, significance, and research objectives. The materials and methods section should detail the study design, data collection, analysis, and imaging techniques. The results section should present quantitative imaging findings, statistical analysis, and comparisons with existing literature. The discussion sectionshould interpret the results, discuss clinical implications, and highlight limitations and future directions.By adhering to this literature format, researchers can contribute to the growing body of knowledge in quant imaging med surg and facilitate collaboration and advancement in this exciting field.。
q 品质因数,q值q factor q因数,品质因数q meter q表,优值表q value of cavity 共振腔的q值q-communtationq 开关q-commutator jitterq 整流子抖动q-control q控制器,q开关q-modulated system q 调制系统q-modulating mechanism q调制机制q-modulation q调制q-spoil laser material q突变激光器材料q-spoiled device q突变装置q-spoiled laser q突变激光器q-spoiling q突变q-spoiling time q突变时间q-switch q开关,光量开关q-switch co2 laser q开关,co2 激光器q-switch laser q开关激光器q-switch ruby laser q开关红宝石激光器q-switching laser q开关激光器q-switching technique q开关技术q-value q值,优值qaudruplex 四倍,四重quadaratic surface 二次曲面quadrangle 四角形,四边形quadrant (1)扇形体(2)象限(3)象限仪(4)扇形齿轮quadrant angle of revolution 转动象限角quadrantal heterodyne array 象限外差阵列quadrasonics 四声道立道体声quadrate 正方形的quadratic 二次的quadratic crank mechanism 背杆曲连杆机构,四连杆机构quadratic elctro-optic effect (kerr effect)平方电光效应(克尔效应)quadratic equation 二次方程式quadratic filter theory 二次滤光理论quadratic nonlinearity 二次非线性quadratic phase term 相位平方项quadratic sum 平方和quadrature theory 求积理论quadric (1)二次的(2)二次曲面的quadric surface 二次曲面quadricorrelator 自动调相线路quadrilateral 四边形的quadrilateral prism 四边形棱柱quadrode 四极管quadruple (1)四倍(2)四倍频quadruple serial air survey camera 四镜头连续航测摄影机quadrupler (1)四倍频器(2)四倍压器quadrupole 四极管quadrupole absorption line 四极吸管收谱线quadrupole broadening 四极展宽quadrupole effect 四极效应quadrupole focussing lesn 四极聚焦透镜quadrupole transition 四极跃迁quafdrture (1)90相移(2)正交(3)求积分,求面积qualitative 定性的qualitative analysis 定性分析qualitative instrument 定性仪器quality (1)质量(2)品质,性质(2)音晶,音色quality control 质量控制quality distortion 音晶畸变quality factorq 因数,品质因数quality factor of resonator 共振腔的品质因数quality index 质量指标quantimet 定量电视显镜quantisation 量子化quantitative (1)定量的(2)数量的quantitative analysis 定重分析quantitative autoradiography 定量放射自显影quantitative detection 定量探测quantitative iamge analysis system 定量图像分析系统quantitative intracavity alser detection 定量内腔激光探测quantitative microscope 定量显微镜quantity (1)量,数量(2)定量(3)参数quantity of light 光量quantity of radiant energy 辐射能量quantity scarlar 标量,无尚量quantity value 量值quantity vector 矢量quantization 量子化quantization condition 量子化条件quantized oscillator 量子化振子quantized rotator 量子化转子quantized structure 量子化结构quantizer 数字转换器quantometer 光量计,光子计数器quantum 量子quantum amplifier 量子放大器quantum cutoff 量子截止quantum effect 量子效应quantum efficiency 量子效率quantum electronics 量子电子学quantum energy table 量子能量表quantum field 量子场quantum fluctuation 量子起伏quantum frequency conversion 量子频率变换quantum interference 量子干涉quantum mechanics 量子力学quantum nature of light 光的量子性质quantum noise 量子噪声quantum number 量子数quantum optical generator 光量子振荡器quantum otpics 量子光学quantum regression theorem 量子退化定理quantum scattering 量子散射quantum state 量子态quantum statistics 量子统计学quantum sterance 量子辐通量quantum transition 量子跃迁quantum-mechanical 量子力学的quark laser 夸克激光器quart 夸脱quarter 四分之一quarter wave length 四分之一波长quarter wave line 四分之一波线quarter wave plate 四分之一波片quarter wavelength glate 四分之一波片quarter-wave stack 四分之一波长多层膜quarter-wave transformer 四分之波长变换器quartet 四重线quartic 四次的quartic surface 四次曲面quartz 石英,水晶quartz clock 石英钟quartz crucible 石英坩埚quartz crystal 石英晶体quartz fibre 石英纤维quartz flash tube 石英闪光管quartz glass 石英玻璃quartz lens 石英镜头quartz oscillator 石英振荡器quartz prism 石英棱镜quartz sand 石英砂quartz spectrograph 石英摄谱仪quartz spring 石英弹簧quartz transducer 石英换能器quartz ultraviolet laser 石英紫外激器quartz wedge 石英楔quartz wollaston prism 渥拉斯顿石英棱镜quartz-crystal clock 石英钟quartz-crystal oscillator 石英晶体振荡器quartz-halogen-tungsten lamp 石英-卤素-钨灯quartz-iodine lamp 石英对开碘灯quartz-polaroid monchromator 石英偏振器单色仪quartz-rod illumination system 石英棒照相系统quasi-conductor 准导体quasi-confocal resonator 准共焦共振腔quasi-continuous 准连续的quasi-continuous operation 准连续工作,准连续运行quasi-cw laser action 准连续波激光作用quasi-equilibrium 准平衡quasi-fast-hankel transform 准快速韩克尔变换quasi-fermi level 准费密能级quasi-fm oscillation 准调频振荡quasi-fourier transform hologram 准傅里叶变换全息图quasi-fundamental mode 准基模quasi-holographic 准全息的quasi-metastable level 准亚稳态能级quasi-method 准方法quasi-mode 准模quasi-molecule 准分子quasi-monchromatic light 准单色光quasi-monchromatic radiation 准单色辐射quasi-monchromatic wave 准单色波quasi-monchromaticity 准单色性quasi-monochromatic 准单色的quasi-monochromatic approximation 准单色近似quasi-monochromatic field 准单色场quasi-monochromatic source 准单色光源quasi-neutrality 准中性quasi-olographic technique 准全息技术quasi-optical 准光的quasi-optical wave 准光波quasi-optical waveguide filter 准光波导滤光器quasi-optics 准光学quasi-phase-matching 准相位匹配quasi-polarizing angle 准偏振角quasi-stability 准稳定性,似稳态quasi-stable state 准稳定态quasi-static broadening 准静态展宽quasi-static field 准静态场quasi-stationary case 准稳态,似稳态quasi-stationary level 准稳级quasi-stationary oscillation 准稳振荡quasi-thermal source 准热源quasi-traveling absorption frequency stabilization 准行波收稳频quasi-travelling wave 准行波quasi-tunable 准调谐的quasi-undirectional 准单向的quasicircular particle 半圆徵粒子quasicompensation 半补偿quasicontinuum (1)准连续区(2)准连续介质quasicontinuum of level 准连续能级quasielastic laser light scattering 准弹性激光散射quasienergy stae 准能态quasilinear 准线性的quasilinear equation 准线性方程quasirandom mode 准随机模quasisitationary stimulated scattering 准稳态受激散射quaternary laser 四元激光器quck silver 水银,这quencher (1)猝灭剂(2)猝灭器quenching (1)淬,淬炼(2)猝灭quick loading (ql)快速装卷quick-setting cement 速凝水泥quick-setting level 速调水平仪quiescent operation point 静态工作点quiet run 无声运行quill (1)主套管轴(2)滚针quinary 五进制的quintupler 五倍频器quotient 商。
腮腺疾病种类较多,病理分型复杂,混合瘤和腺淋巴瘤是腮腺最常见的肿瘤,2种病变的转归和临床治疗方式不同,因此术前正确诊断很重要。
MRI 具有良好的软组织分辨力,能分辨肿瘤内黏液、纤维化、软骨基质、出血等病理组织学改变[1],在腮腺疾病的诊断中具有明显优势。
常规MRI 主要依据形态学对肿瘤进行诊断;而DWI 是目前唯一能观察活体水分子微观运动的成像方法,其定量参数ADC 值可对病变定量分析,以往文献[2]中ADC 值多用平均值,而肿块的最小ADC 值(ADC min 值)能减少囊变坏死灶对ADC 值的影响,为临床提供更准确的定量信息。
笔者收集2016年2月至2018年6月河南科技大学第二附属医院经病理组织学证实为腮腺混合瘤80例及腺淋巴瘤50例的临床及MRI 资料,旨在探讨常规MRI 联合ADC min 值鉴别诊断腮腺混合瘤与腺淋巴瘤的价值。
现报道如下。
1资料与方法1.1一般资料80例混合瘤(84个病灶)中,男17例,女63例;年龄17~82岁,中位年龄45岁。
腺淋巴瘤50例(62个病灶),均为男性,年龄39~89岁,中位年龄61岁。
1.2仪器与方法采用Siemens Skyra 3.0T MRI扫描仪,头颈联合线圈。
所有患者均行常规MRI 平扫及DWI 检查。
常规MRI 扫描序列为横轴位TSET 1WI (TR 620ms ,TE 11ms )、TSE -DIXON T 2WI (TR 3160ms ,TE 82ms ),矩阵320×280;冠状位STIR T 2WI (TR 3400ms ,TE 84ms ),矩阵320×320;视野24cm ×24cm ,层厚5mm ,层距1mm 。
DWI :采用轴位单次激发自旋平面回波(ss -EPI )序列,TE 55ms ,TR3850ms ,矩阵256×192,视野24cm ×24cm ,层厚DOI :10.3969/j.issn.1672-0512.2020.03.013[通信作者]杨静,E -mail :。
Gastroentérologie Clinique et Biologique(2009)33,930—939CURRENT TRENDLiver biopsy in alcoholic and non-alcoholic steatohepatitis patientsBiopsie hépatique pour stéatopathie alcoolique et métabolique D.G.TiniakosLaboratory of Histology&Embryology,Medical School,University of Athens,75,s street,Goudi, 11527Athens,GreeceAvailable online30July2009Summary Alcoholic liver disease and non-alcoholic liver disease share a similar histologicalspectrum that starts with‘simple’steatosis,and may be accompanied by inflammation.Alco-holic steatohepatitis and non-alcoholic steatohepatitis(NASH)are progressive forms of alcoholicliver disease and non-alcoholic liver disease,respectively,and can evolve into cirrhosis.Thecurrently accepted minimum diagnostic criteria for steatohepatitis include steatosis,lobularinflammation and hepatocellular injury,but notfibrosis.Steatosis involving more than5%of hep-atocytes is required for the diagnosis of non-alcoholic fatty liver disease,but is not necessaryfor the diagnosis of alcoholic liver disease.Lobular inflammation is usually mild and frequentlyconsists of a mixed,acute and chronic,inflammatory cell infiltrate composed of neutrophilsand mononuclear cells.The presence of large numbers of neutrophils favors an alcoholic eti-ology.Hepatocellular injury in fatty liver disease usually occurs in the form of ballooning,butit can also present as apoptotic(acidophilic)bodies and lytic necrosis.The characteristic pat-tern offibrosis in non-cirrhotic steatohepatitis is pericellular/perisinusoidal and is the resultof deposition of collagen in the space of Disse.In both alcoholic steatohepatitis and NASH,sinusoidal collagen formation is the result of hepatic stellate cell activation that,in NASH,hasbeen correlated with the grade of steatosis andfibrosis.©2009Elsevier Masson SAS.All rights reserved.RésuméLa maladie alcoolique du foie et la stéatopathie métabolique ont des lésions his-tologiques semblables débutant de la«simple»stéatose et pouvantêtre accompagnéesd’infl stéatohépatite alcoolique et la stéatohépatite métabolique(NASH)sontles formesévolutives de respectivement la maladie alcoolique et la stéatopathie métaboliquequi peuvent aboutiràune cirrhose.Les critères diagnostiques minimaux de stéatohépatiteassocient stéatose,inflammation lobulaire,et lésions héfibrose n’est pasnécessaire au diagnostic de stéatohépatite.Une stéatose de plus de5%des hépatocytes estnécessaire au diagnostic de stéatopathie métabolique mais n’est pas nécessaire au diagnosticde maladie alcoolique du foie.L’inflammation lobulaire est généralement minime et associe E-mail address:dtiniak@med.uoa.gr.0399-8320/$–see front matter©2009Elsevier Masson SAS.All rights reserved.doi:10.1016/j.gcb.2009.05.009Liver biopsy in ASH and NASH931 fréquemment un infiltrat inflammatoire mixte,aigu et chronique,composéde neutrophileset de cellules mononuclé présence d’un grand nombre de neutrophiles est en faveurd’une origine alcoolique.Au cours des stéatopathies,les lésions hépatocellulaires apparaissentsous forme de ballonisation mais peuvent aussi apparaître sous forme de corps apoptotiques(acidophiles)et de nécrose cellulaire.Au cours de la stéatohépatite,lafibrose est péricellulaireet périsinusoïdale et résulte de la déposition de collagène dans l’espace de Disse.Au cours dela stéatohépatite alcoolique et métabolique,la formation de collagène sinusoïdal résulte del’activation des cellulesétoilées.Au cours de la stéatohépatite métabolique,l’activation descellulesétoilées est corrélée au grade de stéatose et au stade defibrose.©2009Elsevier Masson SAS.T ous droits réservés.IntroductionFatty liver disease is generally classified into two main clinical categories,each with a different etiology—–namely,alcoholic liver disease(ALD)and non-alcoholic fatty liver disease(NAFLD).Both lead to pathological triglyceride accumulation within hepatocytes(steatosis), and progressive necroinflammatory liver disease(steato-hepatitis).ALD refers to the entire spectrum of liver disease due to alcohol abuse[1],while NAFLD is a com-plex metabolic liver disease that is mainly related to the consequences of insulin resistance and obesity[2].NAFLD is diagnosed when,after meticulous clinical and labora-tory investigations,it is confirmed that patients are not consuming significant amounts of alcohol(typically greater than10g/day for women and greater than20g/day for men)[3].Other associations of NAFLD include jejunoileal bypass/gastroplasty surgery for severe obesity,total par-enteral nutrition,kwashiorkor,dietary disorders,bacterial contamination of the small bowel,inherited metabolic dis-orders,and a wide range of drug and environmental toxins [4].ALD and NAFLD share a similar histological spectrum, which starts with‘simple’steatosis and may be accompa-nied by inflammation(T able1)[4].Steatosis is present in 90%of ALD patients and in100%of patients with NAFLD[5]. Alcoholic steatohepatitis(ASH)and non-alcoholic steato-hepatitis(NASH)are the progressive forms of ALD and NAFLD,respectively,that evolve into cirrhosis[6,7].Alcohol abuse is thought to be responsible for up to45%of hepato-cellular carcinoma in Western countries and,although most cases arise within a context of alcoholic cirrhosis[8],hepa-tocellular carcinoma can be seen in non-cirrhotic ALD[9].It may also arise in NAFLD-related cirrhosis and cryptogenic cirrhosis,although not as frequently as in ALD-or viral-hepatitis-related cirrhosis[10,11].Recently,hepatocellular carcinoma development has been reported in non-cirrhotic patients with either NAFLD/NASH[12]or the metabolic syn-drome[13].An increasing number of non-invasive tests for diagnos-ing NASH have emerged in recent years[14].However, liver biopsy is still considered the gold standard for con-firming or excluding the diagnosis of NASH in a patient with chronically elevated liver enzymes,imaging-detected steatosis and other relevant clinical features that are mainly related to the presence of the metabolic syndrome [4,14].In ALD,as treatment decisions are not usually based on histology,liver biopsy is not generally necessary for patient management[15].However,it is required for confirmation of the diagnosis of steatohepatitis before inclusion into ther-apeutic protocols and for evaluation of concurrent liver disease.In addition,liver biopsy in ALD can provide prognos-tic information that is not only related to the severity of the histopathological lesions,but is also—–given the presence of histological features such as mixed steatosis,perivenular fibrosis and megamitochondria—–associated with progres-sion to advanced liver disease and an increased rate of cirrhosis development[1,15].Histopathology of adult fatty liver diseaseThe histological lesions that characterize non-cirrhotic fatty liver disease of alcoholic or non-alcoholic etiology in the adult are accentuated in zone3of the acinus(centrilob-ular region).Steatosis may be accompanied by lobular and/or portal inflammation in early fatty liver disease. The currently accepted minimum diagnostic criteria of steatohepatitis include steatosis,lobular inflammation and hepatocellular injury(Fig.1).Fibrosis is not required for such a diagnosis,as it is not necessary for the diagnosis of chronic hepatitis of other etiology[4].Figure1Constellation of steatohepatitis histological fea-tures in zone3:macrovesicular steatosis(thin black arrow); lobular inflammation(white arrowhead);and hepatocellular ballooning(black arrowheads).The ballooned hepatocyte on the left contains a Mallory—Denk body.THV:terminal hepatic vein(H&E stain,×200).932 D.G.Tiniakos Table1Overlapping histological features in alcoholic liverdisease(ALD)and non-alcoholic fatty liver disease(NAFLD),and histological lesions seen so far only in alcoholic steato-hepatitis(ASH)and not in non-alcoholic steatohepatitis(NASH).Histological lesions seen in both ALD and NAFLD Histological lesions seen in ASH,but not in NASHSteatosis(macrovesicular>mixed)Sclerosing hyaline necrosisRequired for the diagnosisof NAFLDMay not be present in ALDLobular inflammation Satellitosis common in ASH Alcoholic foamy degenerationPortal inflammation Inflammatory and occlusivelesions in hepatic outflowveinsLipogranulomasHepatocellular ballooningAcidophil(apoptotic)bodies Acute and chroniccholestasisZone3perisinusoidalfibrosisCholangiolitisPortalfibrosisBridgingfibrosis leading toCirrhosisSteatosis or features ofactive steatohepatitismay be absent in cirrhosisMallory—Denk bodiesRope-like and sometimesabundant in ASHThin,wispy and lessnumerous in NASHMegamitochondriaGlycogenated nucleiInfrequent in ASHFrequent in NASHIron(in hepatocytes and/orsinusoidal lining cells)Ductular reactionSteatosisSteatosis in small amounts is a frequentfinding in liver biopsies[16]and is the earliest pathologicalfinding in ALD[17].Steatosis involving more than5%of hepato-cytes is required for the diagnosis of NAFLD,but is not necessary for the diagnosis of ALD[4].The accumulated intracytoplasmic fat in hepatocytes may be macrovesicu-lar,microvesicular or mixed.The latter is commonly seen in both ALD and NAFLD.In macrovesicular steatosis,a single large fat droplet displaces the nucleus and cyto-plasm to the periphery of affected hepatocytes.Mixed steatosis is a combination of micro-and macrovesicular steatosis,when both large-and small-droplet intracellu-lar fat is present.In microvesicular steatosis,the affected hepatocytes have a foamy appearance due to the abun-dance of tiny fat droplets surrounding a centrally placed nucleus;special stains for lipids,such as oil red O,may be needed to identify the intracytoplasmic material as fat[5].In ALD,microvesicular steatosis arising in zone3, and occasionally extending into zone2,is known as‘alco-holic foamy degeneration’and is an indication of more severe liver disease[1,18].In NAFLD,small patches of microvesicular steatosis may be seen at non-zonal locations [4].The accumulation of fat in fatty liver disease usually starts in zone3and,in more severe cases,may even occupy the whole acinus.Histological assessment of steatosis is usually semiquantitative and based on the percentage of parenchymal involvement.The easiest method follows the acinar architecture of the liver parenchyma and describes the involvement by steatosis in thirds—–<33%(or0—5%, 5—33%),33—66%and>66%—–or as mild,moderate or severe[19,20].Interestingly,steatosis may not persist during the pro-gression of fatty liver disease and,for this reason,may not be reliably identified in cirrhotic specimens.In ALD-related cirrhosis,steatosis may be absent even when alcohol intake continues[1].Clinical studies can associate‘cryptogenic’cirrhosis(no distinct morphologicalfindings)with underly-ing clinical correlates of NAFLD[21,22],but the pathologist can only speculate as to the etiology.Lobular and portal inflammationLobular inflammation is usually mild and frequently consists of a mixed,acute and chronic,inflammatory cell infiltrate composed of neutrophils and mononuclear cells.The pres-ence of large numbers of neutrophils favors an alcoholic etiology[23].Satellitosis—–where neutrophils surround bal-looned hepatocytes containing Mallory—Denk bodies—–can occur in steatohepatitis[1,18,23,24].Lipogranulomas,com-prising chronic inflammatory cells,Kupffer cells and rare eosinophils surrounding a steatotic hepatocyte or a large lipid droplet,may be found scattered in the acini or por-tal tracts.Microgranulomas,composed of clusters of Kupffer cells,and PAS—diastase-positive pigmented Kupffer cells on their own may also be seen,and represent prior necroin-flammatory activity[1,5,24].Mild chronic mononuclear inflammation may be observed in the acini and portal tracts during both the active and resolving phases of steatohepatitis[25].However,the presence of marked mononuclear cell infiltration and/or dis-proportionate portal inflammation in relation to the acini should raise the possibility of a superimposed chronic liver disease such as chronic viral hepatitis C[25—27].Neverthe-less,a predominantly portal lymphocytic infiltrate can occur in ALD in the absence of serological markers of chronic viral infection,and has been shown to correlate withfibrosis[28]. It is suggested that a predominantly lymphocytic inflam-matory infiltrate in ALD is a reflection of the autoimmune component of the underlying liver disease[29].Portal inflammation in NAFLD is usually lymphocytic whereas,in ALD,polymorphs may be seen in portal and periportal areas as well[18,30].In untreated patients with NAFLD,increased portal inflammation has been cor-related with the diagnosis of definite steatohepatitis andLiver biopsy in ASH and NASH933with advancedfibrosis,indicating that it may be a marker of advanced disease[31].In treated NASH,portal chronic inflammation is a feature that is indicative of disease reso-lution[25].Hepatocellular injuryHepatocellular injury in fatty liver disease usually presents as cellular ballooning,but it can also be demonstrated by apoptotic(acidophilic)bodies and lytic necrosis.Ballooned hepatocytes are enlarged and have a rarefied, edematous cytoplasm.They are seen among steatotic hepa-tocytes predominantly in acinar zone3and usually in areas of perisinusoidalfibrosis(Fig.1)[18,24].Ballooned hepato-cytes are not exclusive to fatty liver disease,but can also be seen in other liver diseases such as viral hepatitis and chronic cholestatic disorders[32].In ALD,they have been consid-ered the result of microtubular disruption and cytoskeletal disturbances that arise in severe cell injury leading to lytic necrosis[16].The large cell volume of ballooned hepato-cytes may be the result of increasedfluid in the cytosol[1]. However,in NAFLD,recent ultrastructural evidence suggests that some ballooned hepatocytes contain small fat droplets and may represent an adaptation rather than a degenerative phenomenon[33].The assessment of hepatocellular bal-looning shows significant interobserver variation in both ALD [1]and NAFLD[34].Loss of keratin8/18(K8/18)immunore-activity has recently been proposed as an objective marker in the histological identification of ballooned hepatocytes in ASH and NASH[35].Apoptotic hepatocytes are seen in steatohepatitis and their numbers correlate with disease activity[36—38].Also, recent studies have shown that markers for apoptosis are more common in NASH than in ASH[39]and,in NAFLD,serum levels of apoptotic markers,such as K18fragments,have been shown to predict disease severity[40].Confluent or bridging necrosis,although uncommon, can occur in fatty liver disease and is more frequently described in ASH[5].Rare cases of severe steatohepatitis with extensive necrosis associated with liver failure have been reported in obese patients undergoing gastric bypass surgery[41].FibrosisThe characteristic pattern offibrosis in non-cirrhotic steato-hepatitis is pericellular/perisinusoidal and is the result of collagen deposition in the space of Disse.The appear-ance has been described as a‘chickenwire’pattern,as the collagenfibers resemble the latticework seen in wire fencing.This type offibrosis is initially observed in zone 3of the acinus(Fig.2)and is usually associated with active steatohepatitic lesions[4,16,41,42].In the absence of active lesions,thisfinding may indicate prior episodes of steatohepatitis.In ASH,there is frequently a distinctive perivenularfibrosis with thickening of the hepatic vein walls; more severe cases may present with venous occlusion[43].With progression of the disease,periportalfibrosis may be evident.Portal-basedfibrosis in association with zone3fibrosis is more common in ASH than in NASH.Bridgingfibro-sis with central—central,central—portal and portal—portal fibrous septa may follow,leading to cirrhosis.Micronodular cirrhosis is especially common in ALD[1,44].At the cirrhotic stage,perisinusoidalfibrosis and active lesions of steatohep-atitis may be absent[4].In ASH and NASH,as in other chronic liver diseases,sinu-soidal collagen formation is the result of hepatic stellate cell activation[45,46].Such activation in NASH has been corre-lated with the degree of both steatosis andfibrosis[45]. Recently,the hepatic stellate cell activation score,as mea-sured by alpha-smooth muscle actin immunohistochemistry, has been shown to predict progression tofibrosis in patients with NAFLD[47].Other histological lesions in non-cirrhotic fatty liver diseaseMallory—Denk bodies(Mallory’s hyaline)Mallory—Denk bodies are eosinophilic intracytoplasmic inclusions that are commonly found near or surrounding the nucleus of ballooned hepatocytes in steatohepatitis of alcoholic,metabolic or drug(amiodarone,perhexiline maleate)etiology,copper storage diseases,glycogenosis, chronic cholestatic diseases,proliferative lesions such as focal nodular hyperplasia,and benign and malignant hep-atocellular neoplasms[48,49].In ASH,Mallory—Denk bodies may also be observed in shrunken,acidophilic hepatocytes, and hepatocellular death may cause their transfer to the extracellular space[23].In ASH and NASH,hepatocytes with Mallory—Denk bodies are detected in acinar zone3and are more common in areas of perisinusoidalfibrosis.In ASH, Mallory—Denk bodies are dense and rope-like,and may be found in abundance whereas,in NASH,they are thin,wispy and less frequently seen,and may not be easily identi-fied with hematoxylin-and-eosin(H&E)staining[4].In NASH, Mallory—Denk bodies are related to more necroinflammatory activity and more severe disease[19].Mallory—Denk bodies, although helpful for the diagnosis of steatohepatitis when present,are not a required histological feature.Mallory—Denk bodies comprise misfolded ubiquitinated keratin8/18intermediatefilaments,the stress-induced and ubiquitin-binding protein p62,heat-shock proteins70and Figure2Pericellular/perisinusoidalfibrosis in zone3.THV: terminal hepatic vein(Masson trichrome stain,×200).934 D.G.Tiniakos25,and alpha B-crystallin[50].The association of p62,an immediate early-response gene product,with ubiquitinated keratins suggests that Mallory—Denk bodies may play a hep-atoprotective role against toxic cell injury that represents the end-product of a sequestration process of abnormal and possibly deleterious(to the cell)proteins[49,51].The pres-ence of Mallory—Denk bodies can be confirmed using special histochemical stains and immunohistochemistry for keratins 8/18,ubiquitin and p62[50,51].MegamitochondriaMegamitochondria(giant mitochondria)are round or cylin-drical intracellular eosinophilic structures with ultrastruc-tural abnormalities such as intramitochondrial paracrys-talline inclusions,loss of cristae and multilamellar membranes[52].The presence of megamitochondria in hep-atocytes is usually associated with chronic alcohol abuse[1], but they are also observed in NASH[53,54],acute fatty liver of pregnancy and Wilson’s disease.In ALD,megamitochon-dria are more frequent in milder cases but,when associated with mixed steatosis in the absence of inflammation,they can be considered markers of progression tofibrosis[55]. In NAFLD,the presence of megamitochondria is not related to histological severity and their significance is not clear. In NASH,hepatocytes containing megamitochondria show a non-zonal distribution[56],indicating that mitochondrial structural abnormalities represent a generalized—–and most probably adaptive—–response to oxidative stress rather than being a secondary result of cell injury[57].Iron depositionIn ALD,mildly increased iron stores are common.Iron depo-sition(grade1+or2+)is detected in hepatocytes and Kupffer cells with a non-zonal distribution[1,23].When higher grades of siderosis(3+,4+)with a predominantly peripor-tal hepatocellular distribution are observed in non-cirrhotic ALD,the possibility of hereditary hemochromatosis should be excluded.In ALD,stainable hepatic iron is positively cor-related withfibrosis[58].In NAFLD,iron deposition—–when present—–is mild(1+ or2+),and is usually observed in periportal/periseptal hep-atocytes and/or reticuloendothelial cells(sinusoidal lining cells,portal macrophages and endothelium of larger vessels) [4,59].Studies of the relationship of abnormal iron indices, iron genetics and iron tissue deposition with the develop-ment of liverfibrosis and pathogenesis of NAFLD have shown conflicting results[4,60,61].Glycogenated nucleiGlycogenated nuclei are hepatocellular nuclei character-ized by vacuolation.They are a frequentfinding in NAFLD, and are most commonly seen in periportal areas,but also in clusters with a non-zonal distribution[62].Glycogenated nuclei are of uncertain significance beyond a possible asso-ciation with diabetes and obesity[42,63].They are more often observed in NASH than in ASH[18,30,63].Ductular reactionThe appearance of hyperplastic ductular structures at the portal tract interface arising from hepatic progenitor cells is known as a‘ductular reaction’.The proliferating ductules,which may be highlighted with immunohistochemical stains for keratins7/19,are often accompanied by neutrophils and stromal changes[64].In ALD,a ductular reaction may be observed in the later stages usually as a secondary cholestatic phenomenon[1]. However,the possibility that it may be the result of an impaired regenerative activity of hepatocytes due to the repressive effect of alcohol cannot be excluded[65,66].In ALD with bridgingfibrosis,newly formed ductular structures can be seen along and within thefibrous septa[23].In NAFLD,a mild ductular reaction is commonly seen in fibrosed portal tracts,but it may become more extensive in late-stage disease[67].As in ALD,a ductular reaction in NAFLD most likely reflects a steatosis-induced impairment of hepatocellular regeneration[65,68].In NASH,a ductular reaction can also be seen extending into the acini and cor-relates with advanced stages offibrosis[69].As a ductular reaction stimulatesfibrogenesis,it may provide a pathway for progressivefibrosis in both ALD and NAFLD[70]. Adaptive hepatocellular changesIn advanced ALD,the cytoplasm of some hepatocytes may have a‘ground-glass’appearance due to smooth endoplas-mic reticulum proliferation,or it may be deeply eosinophilic —–the so-called‘oxyphilic’or‘oncocytic’change—–due to increased numbers of mitochondria.These changes are adaptive and,although in the past they were considered indicative of continued drinking,it is now believed that they may also be observed after prolonged periods of abstinence [1].In NAFLD,adaptive changes in hepatocytes have so far not been recorded.Histological features representing resolution of steatohepatitisOne of the goals of modern therapeutic trials in NASH is resolution of the disease at the tissue level.One interest-ing observation from treatment trials is that spontaneous regression of steatosis may occur in some cases of NASH [71].Treatment trials using different interventions,includ-ing the PPAR-gamma agonists,metformin,vitamins E and C,dietary regimens and weight-reduction surgery,have shown various degrees of improvement of steatosis,lobu-lar inflammation,ballooning,steatohepatitis and,in some cases,fibrosis in post-treatment biopsies[72].Noteworthy features related to resolution were a shift towards increased portal inflammation,and a change in the quality of zone3 perisinusoidalfibrosis from dense to delicate in some cases [21].In ALD,the treatment involves mainly abstinence from alcohol[6].In simple steatosis,fat may completely disap-pear from the liver within four weeks of stopping alcohol consumption[1].In steatohepatitis,however,other charac-teristic lesions—–including lobular inflammation,ballooning and Mallory—Denk bodies—–may persist even six months after stopping alcohol,albeit with decreased severity[73]. This means that the presence of such features in a liver biopsy should not always be interpreted as continued alcohol intake.It is worth noting,though,that abstinence is related to increased portal lymphocytic infiltration[73],a featureLiver biopsy in ASH and NASH935that is now emerging as a resolution phenomenon in treated NASH,as discussed above.Pediatric fatty liver diseasePediatric NAFLD/NASH is usually characterized by portal-based chronic inflammation andfibrosis,more extensive steatosis,infrequent occurrence of ballooned hepatocytes and Mallory—Denk bodies,absence of lobular inflammation and absence of an acinar zone3predominance of involve-ment on histology.The portal(zone1)accentuated pattern is identified as‘type2’pediatric NASH,while a less com-monly observed pattern resembles that of adult NAFLD and is referred to as‘type1’[74,75].Type2NASH is more fre-quently seen in the liver biopsies of male patients who are younger and of Asian,Hispanic or Native American descent [74].Recent studies have revealed that the majority of pedi-atric NAFLD/NASH liver biopsies show characteristics of both histological types[76,77].The possibility that alcohol may have been implicated in the pathogenesis of liver lesions in some cases of teenage NAFLD cannot be excluded with certainty.Portal-basedfibrosis characterizes the initial stage of fibrosis in most cases of pediatric NAFLD,while zone3 perisinusoidalfibrosis is a less frequentfinding[74,77],and progressivefibrosis leading to cirrhosis rarely occurs in chil-dren with NASH[78,79].Recently,the use of the enhanced liverfibrosis(ELF)test(an algorithm based on serum lev-els of hyaluronic acid,aminoterminal propeptide of type III collagen and tissue inhibitor of metalloproteinase-1)in pediatric NAFLD patients has shown high sensitivity and high specificity in the non-invasive assessment of liverfibrosis [80].Differential diagnosis of alcoholic andnon-alcoholic steatohepatitisClinicopathological correlation is of the utmost importance in helping to define the exact etiology of steatohepatitis from a liver biopsy,as the histology of NASH is similar to that of ASH(T able1)[5].Indeed,steatohepatitis can occur as a result of a number of conditions,including drug toxicity (for example,tamoxifen,glucocorticoids and amiodarone), jejunoileal bypass,total parenteral nutrition,metabolic diseases(Wilson’s disease,tyrosinemia),lipodystrophy and malnutrition[4].In general,it is accepted that the overall histopatho-logical appearances of NASH are usually milder than those observed in ASH[1].In T able1,the histological features observed in non-cirrhotic ALD that have not yet been described in NAFLD are summarized.These distinct histo-logical lesions include:•sclerosing hyaline necrosis,characterized by dense perivenularfibrosis,Mallory—Denk bodies and liver cell necrosis in zone3,resulting in the formation of large perivenular scars;•inflammatory and occlusive lesions of the hepatic out-flow veins such as perivenularfibrosis,phlebosclerosis, lymphocytic phlebitis and veno-occlusive lesions;•alcoholic foamy degeneration;•acute cholestasis[1,23].In ASH,the Mallory—Denk bodies are usually well formed and may be seen in abundance whereas,in NASH,they are thin,wispy and not easily identified in H&E-stained sections. It is believed that,when Mallory—Denk bodies are numerous, the disease process is more likely to be of alcoholic than metabolic origin[16,23].Qualitative differences infibro-sis related to the etiology of steatohepatitis have also been identifitticefibrosis,mostly composed of type I colla-gen,is more common in NASH than in ASH.In the latter,a solidfibrosis composed mostly of type III collagen is observed [81].Although extensive steatosis,periportal glycogenated nuclei and lipogranulomas are more commonly seen in NAFLD than in ALD,the usefulness of these features in the differential diagnosis of fatty liver disease is limited[1,4].Immunohistochemistry for insulin receptor and protein tyrosine phosphatase1B(PTP1B),a protein that acts as a negative regulator of insulin-receptor expression,can help in the differential diagnosis between ASH and NASH. Decreased insulin receptor and increased PTP1B expression has been proposed as characteristic of NASH,in con-trast to the normal insulin receptor and low-level PTP1B expression usually seen in ASH[82].A recent non-invasive clinical model of the differential diagnosis between ALD and NAFLD incorporates the mean corpuscular volume,aspar-tate aminotransferase/alanine aminotransferase ratio,body mass index and gender.An ALD/NAFLD index(ANI)greater than0favors ALD,while an ANI less than0is diagnostic of NAFLD[83].Grading and staging of fatty liver diseaseHistological scoring systems for grading necroinflammatory activity and stagingfibrosis in NAFLD are mainly used in treatment trials,to assess the efficacy of therapeutic inter-ventions,and in natural history studies.Currently,the most widely used histological scoring sys-tem intended for use in both adult and pediatric NAFLD was that published in2005by the NASH Clinical Research Network,sponsored by the National Institute of Diabetes, Digestive and Kidney Diseases[20].This additive scoring system for disease activity is based on the major histolog-ical lesions of NAFLD.The NAFLD activity score(NAS)is the summation of the individual scores for steatosis,lobu-lar inflammation and hepatocellular ballooning,and ranges from0to8(T able2)[20].An NAS of1or2indicates ‘definitely not NASH’cases,while an NAS score of5to8 correlates with a diagnosis of‘definite NASH’.NAS scores of3and4are borderline cases that fulfill some,but not all,of the criteria for definite NASH[20].An alternative system for grading necroinflammatory activity in NASH,still popular among pathologists,was published by Brunt et al. in1999[19].This semiquantitative method of deriving a global activity grade is based on steatosis,lobular and por-tal inflammation,and hepatocellular ballooning.NASH is graded as‘mild’,‘moderate’or‘severe’based mainly on differences in inflammation and ballooning(T able3)[19].。
现物医biomecLcnj Progress in Modem Biomedicine VoL20NO23DECE020・4547・doi:10.13241/ki.pmb.2020.23.032超声造影定量与动态增强MRI定量在宫颈癌诊断中的应用价值*胡毓婷鹿秀霞△练为芳黄晓民林鹏生(福建医科大学附属宁德市医院超声医学科福建宁德352100)摘要目的:探究超声造影定量与动态增强MRI定量在宫颈癌诊断中的应用价值。
方法:选择2016年1月至2019年1月于我院接受治疗的86例疑似宫颈癌患者为实验组,另选取同期于我院接受治疗的50例宫颈良性病变患者为对照组,分别对两组患者实施超声造影定量检测及动态增强MRI检查,对比两组患者各参数组间差异性,同时以病理学检测结果为金标准,分析两种检查手段对宫颈癌的筛查效果并实施组间比较。
结果:(1)比较显示实验组患者的峰值强度(peak intensity,PI)及时间-曲线下面积(area under curve,AUC)均高于对照组,达峰时间(time to peak,TTP)及平均渡越时间(mean transit time,MTT)均低于对照组(P<0.05);(2)比较显示实验组患者的容积转移常数(volume transfer constant,K™5)、速率常数(rate constant,^)以及血管外细胞外容积分数(extravascular extracellular volume fraction,V。
)均高于对照组,表观扩散系数(apparent diffusion coefficient,ADC)低于对照组(P<0.05);(3)以病理学检测结果为金标准,超声造影定量检测对宫颈癌检测一致性为93.02%,灵敏度为94.44%,特异度为85.71%,增强MRI对宫颈癌检测一致性为96.51%,灵敏度为98.61%,特异度为85.71%。
血清人附睾蛋白4和糖类抗原125对诊断上皮性卵巢癌的比较研究目的比较人附睾蛋白4(HE4)与糖类抗原125(CA-125)对诊断上皮性卵巢癌的临床应用价值。
方法分别采用酶联免疫法和电化学发光法检测32例上皮性卵巢癌和62例良性卵巢肿瘤患者(良性组)血清HE4及CA-125水平,ROC 曲线比较分析二者对上皮性卵巢癌诊断的准确性。
结果卵巢癌患者血清HE4及CA-125水平中位数显著高于良性组(P<0.05);良性组中卵巢子宫内膜异位症患者的CA-125水平中位数显著高于其他良性肿瘤患者(P=0.03),但HE4无明显变化(P=0.49)。
ROC曲线分析显示,HE4和CA-125对卵巢癌的最佳诊断切点分别为76.0pmol/L、37.45 U/mL;血清HE4、CA-125用于卵巢癌诊断时ROC 曲线下面积分别为0.93、0.85,两者比较有显著性差异。
结论与CA-125相比,HE4对诊断上皮性卵巢癌具有更好的准确性和可信度。
标签:附睾蛋白4;糖类抗原125;上皮性卵巢癌;比较研究卵巢癌是妇科最常见的恶性肿瘤之一,起病隐匿,早期临床症状不明显。
据2003~2007年我国肿瘤登记地区资料表明,城乡卵巢癌发病率和死亡率均呈上升趋势[1]。
但卵巢癌若能被早诊断和早治疗,则患者的5年生存率可升高至94%[2]。
因此,寻找有效的早期诊断卵巢癌的血清肿瘤标志物有极其重要的意义。
目前,卵巢癌术前诊断和病情监测的首选血清标志物是糖类抗原125(CA-125),但特异性低,限制了其临床应用。
人附睾蛋白4(HE4)是近年来国内外卵巢癌研究的热点,但有报道[3,4],HE4不仅在卵巢癌组织表达,在其他肿瘤如肺腺癌、肾癌、胰腺癌等也有表达。
为了明确血清HE4对卵巢癌的诊断意义,本研究拟通过比较患者血清HE4和CA-125水平变化及二者的诊断敏感度和特异性,进而阐述HE4在卵巢癌早期诊断的临床应用价值。
1 资料与方法1.1一般资料选择2010年12月~2013年8月本院妇产科收治的卵巢疾病患者为研究对象。
人工智能定量参数预测直径≤2 cm磨玻璃密度肺腺癌浸润程度谢玉海1,李小虎2*,侯唯姝2,顾晓艳1,钱银锋2,高续1,胡东1,游利东11.安徽省太和县人民医院皖南医学院附属太和医院放射影像科,安徽太和236600;2.安徽医科大学第一附属医院医学影像科,安徽合肥230032;*通信作者李小虎【基金项目】北京医学奖励基金会睿影科研基金(YXJL-2022-0105-0116)【摘要】目的探讨人工智能定量参数预测直径≤2 cm磨玻璃密度肺腺癌浸润程度的临床价值。
资料与方法回顾性分析2019年3月—2022年4月太和县人民医院经术后病理证实的直径≤2 cm磨玻璃密度的肺腺癌患者80例共90个结节,其中原位癌8个、微浸润腺癌34个、浸润性腺癌48个,将其分为研究组(浸润性腺癌)和对照组(原位癌及微浸润腺癌)。
比较两组体积、三维长径、最大面面积、最大CT值、最小CT值、平均CT值等人工智能定量参数的差异,评估定量参数对肺腺癌侵袭程度的预测价值。
结果两组年龄、体积、三维长径、最大面面积、最大CT值、平均CT值差异有统计学意义(P<0.05),两组性别和最小CT值差异无统计学意义(P>0.05)。
二元Logistic回归分析结果显示,三维长径(优势比2.020,P=0.034)、最大CT值(优势比1.008,P=0.013)是预测直径≤2 cm磨玻璃密度肺腺癌侵袭性的独立影响因子。
由三维长径和最大CT值构建的回归模型预测效能最佳,曲线下面积为0.901,阈值为2.432时,其敏感度和特异度分别为93.75%和71.43%。
结论人工智能定量参数对直径≤2 cm磨玻璃密度肺腺癌浸润程度具有较高的预测价值,以三维长径和最大CT值建立的联合模型诊断效能最高。
【关键词】肺肿瘤;腺癌;人工智能;体层摄影术,X线计算机;诊断,鉴别【中图分类号】R734.2;R445.3 【DOI】10.3969/j.issn.1005-5185.2023.12.010Artificial Intelligence Quantitative Parameters in Predicting Invasion of Lung Adenocarcinoma with Diameter ≤2 cm of Ground-Glass DensityXIE Yuhai1, LI Xiaohu2*, HOU Weishu2, GU Xiaoyan1, QIAN Yinfeng2, GAO Xu1, HU Dong1, YOU Lidong1Department of Medical Imaging, the First Affiliated Hospital of Medical University of Anhui, Hefei 230032, China; *Address【Abstract】Purpose To investigate the clinical value of artificial intelligence (AI) quantitative parameters in predicting the invasion degree of lung adenocarcinoma with diameter ≤2 cm of ground-glass density. Materials and Methods A total of 80 patients with lung adenocarcinoma with diameter ≤2 cm ground-glass density confirmed by pathology from March 2019 to April 2022 were retrospectively analyzed. A total of 90 nodules were rerolled, including 8 adenocarcinomas in situ (AIS), 34 minimally invasive adenocarcinomas (MIA) and 48 invasive adenocarcinomas (IAC). They were divided into the experimental group (IAC) and the control group (AIS and MIA). The differences of the AI quantitative parameters such as volume, three-dimensional length diameter, maximum area, maximum CT value, minimum CT value and average CT value were compared between two groups, and the predictive values of AI quantitative parameters for the invasion degree of lung adenocarcinoma was evaluated. Results There were statistically significant differences with age, volume, three-dimensional length diameter, maximum area, maximum CT value and average CT value between the two groups (all P<0.05), but no statistically significant differences in gender and minimum CT value (both P>0.05). Binary Logistic regression analysis showed that the three-dimensional length diameter (odd ratio=2.020, P=0.034) and the maximum CT value (odd ratio=1.008, P=0.013) were independent predictors for lung adenocarcinoma with diameter ≤2 cm of ground-glass density. The regression model based on the three-dimensional length diameter and the maximum CT value had the best predictive performance, and its AUC was 0.901. When the critical value was 2.432, its sensitivity and specificity were 93.75% and 71.43%, respectively. Conclusion AI quantitative parameters have a high value in predicting the degree of invasion of lung adenocarcinoma with diameter ≤2 cm of ground-glass density, and the combined model with three dimensional long diameter and maximum CT value has the highest diagnostic efficiency.【Key words】Lung neoplasms; Adenocarcinoma; Artificial intelligence; Tomography; X-ray computed; Diagnosis, differential Chinese Journal of Medical Imaging, 2023, 31 (12): 1288-1292肺癌居我国癌症新发病例数和死亡病例数的首位[1],其中腺癌是最常见的组织病理类型,根据肿瘤生长阶段不同分为原位癌(adenocarcinoma in situ,AIS)、微浸润腺癌(minimally invasive adenocarcinoma,MIA)和浸润性腺癌(invasive adenocarcinoma,IAC)。