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Commentary on “A systematic review on machine learning and deep learning techniques in cancer survival prediction”: Validation of survival methods 评论“癌症生存预测中的机器学习和深度学习技术的系统综述”:生存方法的验证。
IF 3.8 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-10-01 DOI: 10.1016/j.pbiomolbio.2023.08.001
J. Sidorova, J.J. Lozano
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引用次数: 0
A systematic review on intracranial aneurysm and hemorrhage detection using machine learning and deep learning techniques 利用机器学习和深度学习技术检测颅内动脉瘤和出血的系统综述。
IF 3.8 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-10-01 DOI: 10.1016/j.pbiomolbio.2023.07.001
S. Nafees Ahmed, P. Prakasam

The risk of discovering an intracranial aneurysm during the initial screening and follow-up screening are reported as around 11%, and 7% respectively (Zuurbie et al., 2023) to these mass effects, unruptured aneurysms frequently generate symptoms, however, the real hazard occurs when an aneurysm ruptures and results in a cerebral hemorrhage known as a subarachnoid hemorrhage. The objective is to study the multiple kinds of hemorrhage and aneurysm detection problems and develop machine and deep learning models to recognise them. Due to its early stage, subarachnoid hemorrhage, the most typical symptom after aneurysm rupture, is an important medical condition. It frequently results in severe neurological emergencies or even death. Although most aneurysms are asymptomatic and won't burst, because of their unpredictable growth, even small aneurysms are susceptible. A timely diagnosis is essential to prevent early mortality because a large percentage of hemorrhage cases present can be fatal. Physiological/imaging markers and the degree of the subarachnoid hemorrhage can be used as indicators for potential early treatments in hemorrhage. The hemodynamic pathomechanisms and microcellular environment should remain a priority for academics and medical professionals. There is still disagreement about how and when to care for aneurysms that have not ruptured despite studies reporting on the risk of rupture and outcomes. We are optimistic that with the progress in our understanding of the pathophysiology of hemorrhages and aneurysms and the advancement of artificial intelligence has made it feasible to conduct analyses with a high degree of precision, effectiveness and reliability.

据报道,在初次筛查和后续筛查中发现颅内动脉瘤的风险分别约为11%和7%(Zuurbie等人,2023)。由于这些质量效应,未破裂的动脉瘤经常会产生症状,然而,真正的危险发生在动脉瘤破裂并导致称为蛛网膜下腔出血的脑出血时。目的是研究多种出血和动脉瘤检测问题,并开发机器和深度学习模型来识别它们。蛛网膜下腔出血是动脉瘤破裂后最典型的症状,由于其早期,是一种重要的医疗状况。它经常导致严重的神经系统紧急情况,甚至死亡。尽管大多数动脉瘤没有症状,不会破裂,但由于它们的生长不可预测,即使是小动脉瘤也很容易发生。及时诊断对于预防早期死亡至关重要,因为大量出血病例可能是致命的。生理/影像学标志物和蛛网膜下腔出血的程度可以作为潜在的出血早期治疗指标。血液动力学病理机制和微细胞环境仍然是学术界和医学专业人士的优先事项。尽管研究报告了动脉瘤破裂的风险和结果,但对于如何以及何时治疗未破裂的动脉瘤仍存在分歧。我们乐观地认为,随着我们对出血和动脉瘤病理生理学的理解取得进展,以及人工智能的进步,进行高精度、有效性和可靠性的分析变得可行。
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引用次数: 1
HIF-1α and periodontitis: Novel insights linking host-environment interplay to periodontal phenotypes HIF-1α与牙周炎:将宿主环境相互作用与牙周表型联系起来的新见解。
IF 3.8 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-09-26 DOI: 10.1016/j.pbiomolbio.2023.09.002
Chao Shan , YuNing Xia , Zeyu Wu , Jin Zhao

Periodontitis, the sixth most prevalent epidemic disease globally, profoundly impacts oral aesthetics and masticatory functionality. Hypoxia-inducible factor-1α (HIF-1α), an oxygen-dependent transcriptional activator, has emerged as a pivotal regulator in periodontal tissue and alveolar bone metabolism, exerts critical functions in angiogenesis, erythropoiesis, energy metabolism, and cell fate determination. Numerous essential phenotypes regulated by HIF are intricately associated with bone metabolism in periodontal tissues. Extensive investigations have highlighted the central role of HIF and its downstream target genes and pathways in the coupling of angiogenesis and osteogenesis. Within this concise perspective, we comprehensively review the cellular phenotypic alterations and microenvironmental dynamics linking HIF to periodontitis. We analyze current research on the HIF pathway, elucidating its impact on bone repair and regeneration, while unraveling the involved cellular and molecular mechanisms. Furthermore, we briefly discuss the potential application of targeted interventions aimed at HIF in the field of bone tissue regeneration engineering. This review expands our biological understanding of the intricate relationship between the HIF gene and bone angiogenesis in periodontitis and offers valuable insights for the development of innovative therapies to expedite bone repair and regeneration.

牙周炎是全球第六大流行性疾病,严重影响口腔美学和咀嚼功能。缺氧诱导因子-1α(HIF-1α)是一种氧依赖性转录激活剂,已成为牙周组织和牙槽骨代谢的关键调节因子,在血管生成、红细胞生成、能量代谢和细胞命运决定中发挥关键作用。HIF调节的许多基本表型与牙周组织中的骨代谢密切相关。广泛的研究强调了HIF及其下游靶基因和途径在血管生成和成骨偶联中的核心作用。在这个简明的视角下,我们全面回顾了将HIF与牙周炎联系起来的细胞表型改变和微环境动力学。我们分析了目前对HIF途径的研究,阐明了其对骨修复和再生的影响,同时揭示了相关的细胞和分子机制。此外,我们还简要讨论了针对HIF的靶向干预在骨组织再生工程领域的潜在应用。这篇综述扩展了我们对HIF基因与牙周炎骨血管生成之间复杂关系的生物学理解,并为开发加速骨修复和再生的创新疗法提供了有价值的见解。
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引用次数: 0
Piezo1:the potential new therapeutic target for fibrotic diseases Piezo1:纤维疾病的潜在新治疗靶点。
IF 3.8 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-09-16 DOI: 10.1016/j.pbiomolbio.2023.09.001
Xin Liu , Weipin Niu , Shuqing Zhao , Wenjuan Zhang , Ying Zhao , Jing Li

Fibrosis is a pathological process that occurs in various organs, characterized by excessive deposition of extracellular matrix (ECM), leading to structural damage and, in severe cases, organ failure. Within the fibrotic microenvironment, mechanical forces play a crucial role in shaping cell behavior and function, yet the precise molecular mechanisms underlying how cells sense and transmit these mechanical cues, as well as the physical aspects of fibrosis progression, remain less understood. Piezo1, a mechanosensitive ion channel protein, serves as a pivotal mediator, converting mechanical stimuli into electrical or chemical signals. Accumulating evidence suggests that Piezo1 plays a central role in ECM formation and hemodynamics in the mechanical transduction of fibrosis expansion. This review provides an overview of the current understanding of the role of Piezo1 in fibrosis progression, encompassing conditions such as myocardial fibrosis, pulmonary fibrosis, renal fibrosis, and other fibrotic diseases. The main goal is to pave the way for potential clinical applications in the field of fibrotic diseases.

纤维化是一种发生在各种器官中的病理过程,其特征是细胞外基质(ECM)过度沉积,导致结构损伤,严重时导致器官衰竭。在纤维化微环境中,机械力在塑造细胞行为和功能方面发挥着至关重要的作用,但细胞如何感知和传递这些机械信号的确切分子机制,以及纤维化进展的物理方面,仍知之甚少。Piezo1是一种机械敏感的离子通道蛋白,是一种关键的介质,将机械刺激转化为电信号或化学信号。越来越多的证据表明,Piezo1在ECM的形成和纤维化扩张的机械转导中的血液动力学中起着核心作用。这篇综述概述了目前对Piezo1在纤维化进展中的作用的理解,包括心肌纤维化、肺纤维化、肾纤维化和其他纤维化疾病。主要目标是为纤维化疾病领域的潜在临床应用铺平道路。
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引用次数: 0
Application of nanomaterials as potential quorum quenchers for disease: Recent advances and challenges 纳米材料作为疾病潜在群体猝灭剂的应用:最新进展和挑战。
IF 3.8 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-09-02 DOI: 10.1016/j.pbiomolbio.2023.08.005
Saad Alghamdi , Krisha Khandelwal , Soumya Pandit , Arpita Roy , Subhasree Ray , Ahad Amer Alsaiari , Abdulelah Aljuaid , Mazen Almehmadi , Mamdouh Allahyani , Rohit Sharma , Jigisha Anand , Ahmad Adnan Alshareef

Chemical signal molecules are used by bacteria to interact with one another. Small hormone-like molecules known as autoinducers are produced, released, detected, and responded to during chemical communication. Quorum Sensing (QS) is the word for this procedure; it allows bacterial populations to communicate and coordinate group behavior. Several research has been conducted on using inhibitors to prevent QS and minimize the detrimental consequences. Through the enzymatic breakdown of the autoinducer component, by preventing the formation of autoinducers, or by blocking their reception by adding some compounds (inhibitors) that can mimic the autoinducers, a technique known as “quorum quenching” (QQ) disrupts microbial communication. Numerous techniques, including colorimetry, electrochemistry, bioluminescence, chemiluminescence, fluorescence, chromatography-mass spectroscopy, and many more, can be used to test QS/QQ. They all permit quantitative and qualitative measurements of QS/QQ molecules. The mechanism of QS and QQ, as well as the use of QQ in the prevention of biofilms, are all elaborated upon in this writing, along with the fundamental study of nanoparticle (NP)in QQ. Q.

化学信号分子被细菌用来相互作用。被称为自身诱导物的小激素样分子在化学通讯过程中产生、释放、检测和反应。法定人数感应(QS)是指该程序;它允许细菌种群交流和协调群体行为。已经进行了几项关于使用抑制剂来预防QS并将有害后果降至最低的研究。通过自动诱导剂成分的酶促分解,通过防止自动诱导剂的形成,或通过添加一些可以模拟自动诱导物的化合物(抑制剂)来阻断其接收,一种被称为“群体猝灭”(QQ)的技术破坏了微生物的交流。许多技术,包括比色法、电化学、生物发光、化学发光、荧光、色谱-质谱等,都可以用来测试QS/QQ。它们都允许定量和定性测量QS/QQ分子。本文阐述了QS和QQ的作用机制,以及QQ在生物膜预防中的作用,并对QQ中的纳米粒子(NP)进行了基础研究。Q
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引用次数: 0
A revised central dogma for the 21st century: All biology is cognitive information processing 21世纪修正后的中心教条:所有生物学都是认知信息处理
IF 3.8 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-09-01 DOI: 10.1016/j.pbiomolbio.2023.05.005
William B. Miller Jr. , František Baluška , Arthur S. Reber

Crick's Central Dogma has been a foundational aspect of 20th century biology, describing an implicit relationship governing the flow of information in biological systems in biomolecular terms. Accumulating scientific discoveries support the need for a revised Central Dogma to buttress evolutionary biology's still-fledgling migration from a Neodarwinian canon. A reformulated Central Dogma to meet contemporary biology is proposed: all biology is cognitive information processing. Central to this contention is the recognition that life is the self-referential state, instantiated within the cellular form. Self-referential cells act to sustain themselves and to do so, cells must be in consistent harmony with their environment. That consonance is achieved by the continuous assimilation of environmental cues and stresses as information to self-referential observers. All received cellular information must be analyzed to be deployed as cellular problem-solving to maintain homeorhetic equipoise. However, the effective implementation of information is definitively a function of orderly information management. Consequently, effective cellular problem-solving is information processing and management. The epicenter of that cellular information processing is its self-referential internal measurement. All further biological self-organization initiates from this obligate activity. As the internal measurement by cells of information is self-referential by definition, self-reference is biological self-organization, underpinning 21st century Cognition-Based Biology.

克里克的中心教条是20世纪生物学的一个基本方面,用生物分子的术语描述了控制生物系统中信息流动的隐含关系。不断积累的科学发现支持了对修订后的中央教条的需求,以支持进化生物学从新达尔文经典中刚刚起步的迁移。为了满足当代生物学的需要,提出了一个重新制定的中心法则:所有的生物学都是认知信息处理。这一争论的核心是认识到生命是一种自我指涉状态,在细胞形式中实例化。自我指涉细胞的作用是维持自己,要做到这一点,细胞必须与环境保持一致的和谐。这种一致性是通过将环境线索和压力作为信息不断同化给自我参照的观察者来实现的。所有接收到的细胞信息都必须进行分析,以作为细胞问题解决来部署,以保持同源平衡。然而,信息的有效实施无疑是有序信息管理的一项功能。因此,有效的细胞问题解决是信息处理和管理。细胞信息处理的中心是其自我参照的内部测量。所有进一步的生物自组织都是从这种专性活动开始的。由于细胞对信息的内部测量在定义上是自我参照的,因此自我参照是生物自组织,是21世纪认知生物学的基础。
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引用次数: 2
Method versatility in RNA extraction-free PCR detection of SARS-CoV-2 in saliva samples 唾液样本中严重急性呼吸系统综合征冠状病毒2型无RNA提取PCR检测方法的多功能性
IF 3.8 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-09-01 DOI: 10.1016/j.pbiomolbio.2023.06.004
Orchid M. Allicock, Devyn Yolda-Carr, Rebecca Earnest, Mallery I. Breban, Noel Vega, Isabel M. Ott, Chaney Kalinich, Tara Alpert, Mary E Petrone, Anne L. Wyllie

Early in the pandemic, a simple, open-source, RNA extraction-free RT-qPCR protocol for SARS-CoV-2 detection in saliva was developed and made widely available. This simplified approach (SalivaDirect) requires only sample treatment with proteinase K prior to PCR testing. However, feedback from clinical laboratories highlighted a need for a flexible workflow that can be seamlessly integrated into their current health and safety requirements for the receiving and handling of potentially infectious samples. To address these varying needs, we explored additional pre-PCR workflows. We built upon the original SalivaDirect workflow to include an initial incubation step (95 °C for 30 min, 95 °C for 5 min or 65 °C for 15 min) with or without addition of proteinase K. The limit of detection for the workflows tested did not significantly differ from that of the original SalivaDirect workflow. When tested on de-identified saliva samples from confirmed COVID-19 individuals, these workflows also produced comparable virus detection and assay sensitivities, as determined by RT-qPCR analysis. Exclusion of proteinase K did not negatively affect the sensitivity of the assay. The addition of multiple heat pretreatment options to the SalivaDirect protocol increases the accessibility of this cost-effective SARS-CoV-2 test as it gives diagnostic laboratories the flexibility to implement the workflow which best suits their safety protocols.

在疫情早期,一种简单、开源、无RNA提取的RT-qPCR协议被开发出来,用于唾液中检测严重急性呼吸系统综合征冠状病毒2型,并被广泛使用。这种简化的方法(SalivaDirect)只需要在PCR检测之前用蛋白酶K处理样品。然而,来自临床实验室的反馈强调了对灵活工作流程的需求,该工作流程可以无缝集成到其当前的健康和安全要求中,用于接收和处理潜在传染性样本。为了满足这些不同的需求,我们探索了额外的PCR前工作流程。我们建立在最初的SalivaDirect工作流程的基础上,包括添加或不添加蛋白酶K的初始孵育步骤(95°C 30分钟、95°C 5分钟或65°C 15分钟)。测试工作流程的检测限与最初的SalvaDirect工作流程没有显著差异。当对新冠肺炎确诊患者的未识别唾液样本进行测试时,这些工作流程也产生了可比的病毒检测和分析灵敏度,如RT-qPCR分析所确定的。蛋白酶K的排除对测定的灵敏度没有负面影响。SalivaDirect方案增加了多种热预处理选项,增加了这种成本效益高的严重急性呼吸系统综合征冠状病毒2型检测的可及性,因为它使诊断实验室能够灵活地实施最适合其安全协议的工作流程。
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引用次数: 5
Investigation of thermal stability characteristic in family A DNA polymerase - A theoretical study A家族DNA聚合酶热稳定性特征的研究——一项理论研究。
IF 3.8 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-09-01 DOI: 10.1016/j.pbiomolbio.2023.05.003
Seddigheh Borhani, Seyed Shahriar Arab

DNA polymerases create complementary DNA strands in living cells and are crucial to genome transmission and maintenance. These enzymes possess similar human right-handed folds which contain thumb, fingers, and palm subdomains and contribute to polymerization activities. These enzymes are classified into seven evolutionary families, A, B, C, D, X, Y, and RT, based on amino acid sequence analysis and biochemical characteristics. Family A DNA polymerases exist in an extended range of organisms including mesophilic, thermophilic, and hyper-thermophilic bacteria, participate in DNA replication and repair, and have a broad application in molecular biology and biotechnology. In this study, we attempted to detect factors that play a role in the thermostability properties of this family member despite their remarkable similarities in structure and function. For this purpose, similarities and differences in amino acid sequences, structure, and dynamics of these enzymes have been inspected. Our results demonstrated that thermophilic and hyper-thermophilic enzymes have more charged, aromatic, and polar residues than mesophilic ones and consequently show further electrostatic and cation-pi interactions. In addition, in thermophilic enzymes, aliphatic residues tend to position in buried states more than mesophilic enzymes. These residues within their aliphatic parts increase hydrophobic core packing and therefore enhance the thermostability of these enzymes. Furthermore, a decrease in thermophilic cavities volumes assists in the protein compactness enhancement. Moreover, molecular dynamic simulation results revealed that increasing temperature impacts mesophilic enzymes further than thermophilic ones that reflect on polar and aliphatic residues surface area and hydrogen bonds changes.

DNA聚合酶在活细胞中产生互补的DNA链,对基因组的传播和维持至关重要。这些酶具有类似的人类右手折叠,包含拇指、手指和手掌亚结构域,并有助于聚合活性。根据氨基酸序列分析和生物化学特征,这些酶分为A、B、C、D、X、Y和RT七个进化家族。A家族DNA聚合酶存在于广泛的生物体中,包括中温细菌、嗜热细菌和超嗜热细菌,参与DNA复制和修复,在分子生物学和生物技术中有着广泛的应用。在这项研究中,我们试图检测对该家族成员的热稳定性起作用的因素,尽管它们在结构和功能上有显著的相似性。为此,已经检查了这些酶在氨基酸序列、结构和动力学方面的相似性和差异性。我们的结果表明,嗜热和超嗜热酶比中温酶具有更多的带电、芳香和极性残基,因此表现出进一步的静电和阳离子π相互作用。此外,在嗜热酶中,脂族残基比中温酶更倾向于处于埋藏状态。这些残基在其脂族部分内增加了疏水核心堆积,从而增强了这些酶的热稳定性。此外,嗜热腔体积的减少有助于蛋白质致密性的增强。此外,分子动力学模拟结果表明,温度升高对中温酶的影响远大于对嗜热酶的影响,这反映了极性和脂族残基的表面积以及氢键的变化。
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引用次数: 0
Towards solving the mystery of spiral phyllotaxis 解开螺旋叶序之谜
IF 3.8 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-09-01 DOI: 10.1016/j.pbiomolbio.2023.04.004
Boris Rozin

The mystery of the morphogenesis of phyllotaxis has been of concern for several generations of botanists and mathematicians. Of particular interest is the fact that the number of visible spirals is equal to the number from the Fibonacci series. The article proposes an analytical solution to two fundamental questions of phyllotaxis: what is the morphogenesis of patterns of spiral phyllotaxis? and why the number of visible spirals is equal to number from the Fibonacci series? The article contains videos illustrating the recursive dynamic model of spiral phyllotaxis morphogenesis.

叶序形态发生的奥秘一直受到几代植物学家和数学家的关注。特别令人感兴趣的是,可见螺旋的数量等于斐波那契数列的数量。本文对叶序的两个基本问题提出了分析解决方案:螺旋叶序模式的形态发生是什么?为什么可见螺旋的数量等于斐波那契数列的数量?文章包含了演示螺旋状叶序形态发生的递归动态模型的视频。
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引用次数: 0
Biological evolution requires an emergent, self-organizing principle 生物进化需要一个紧急的、自组织的原则
IF 3.8 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2023-09-01 DOI: 10.1016/j.pbiomolbio.2023.06.001
Olen R. Brown , David A. Hullender

In this perspective review, we assess fundamental flaws in Darwinian evolution, including its modern versions. Fixed mutations ‘explain’ microevolution but not macroevolution including speciation events and the origination of all the major body plans of the Cambrian explosion. Complex, multifactorial change is required for speciation events and inevitably requires self-organization beyond what is accomplished by known mechanisms. The assembly of ribosomes and ATP synthase are specific examples. We propose their origin is a model for what is unexplained in biological evolution. Probability of evolution is modeled in Section 9 and values are absurdly improbable. Speciation and higher taxonomic changes become exponentially less probable as the number of required, genetically-based events increase. Also, the power required of the proposed selection mechanism (survival of the fittest) is nil for any biological advance requiring multiple changes, because they regularly occur in multiple generations (different genomes) and would not be selectively conserved by the concept survival of the fittest (a concept ultimately centered on the individual). Thus, survival of the fittest cannot ‘explain’ the origin of the millions of current and extinct species. We also focus on the inadequacies of laboratory chemistry to explain the complex, required biological self-organization seen in cells. We propose that a ‘bioelectromagnetic’ field/principle emerges in living cells. Synthesis by self-organization of massive molecular complexes involves biochemical responses to this emergent field/principle. There are ramifications for philosophy, science, and religion. Physics and mathematics must be more strongly integrated with biology and integration should receive dedicated funding with special emphasis for medical applications; treatment of cancer and genetic diseases are examples.

在这篇观点综述中,我们评估了达尔文进化论的基本缺陷,包括它的现代版本。固定突变“解释”了微观进化,但不能解释宏观进化,包括物种形成事件和寒武纪大爆发所有主体计划的起源。物种形成事件需要复杂的多因素变化,并且不可避免地需要超越已知机制的自组织。核糖体和ATP合成酶的组装是具体的例子。我们认为它们的起源是生物进化中无法解释的模型。进化概率在第9节中进行了建模,其值是荒谬的不可能。随着所需的基于基因的事件数量的增加,形态和更高分类变化的可能性呈指数级降低。此外,对于任何需要多次改变的生物进步,所提出的选择机制(适者生存)所需的力量都是零,因为它们经常发生在多代人(不同的基因组)中,并且不会被适者生存的概念(一个最终以个体为中心的概念)选择性地保守。因此,适者生存并不能“解释”数百万现存和灭绝物种的起源。我们还关注实验室化学的不足之处,以解释细胞中复杂的、所需的生物自组织。我们提出在活细胞中出现“生物电磁场”。大分子复合物的自组织合成涉及对这一新兴领域/原理的生物化学反应。这对哲学、科学和宗教都有影响。物理学和数学必须与生物学更加紧密地结合在一起,并且应获得专门的资金,特别重视医学应用;癌症和遗传性疾病的治疗就是例子。
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引用次数: 1
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