Laser capture microdissection

激光捕获显微切割
  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    激光显微切割技术因其能够快速准确地分离靶细胞和组织而受到生物医学研究人员的青睐。然而,现有激光显微切割系统的精密切割能力受到整体机械运动精度限制的阻碍,导致次优的切割质量。此外,由于捕获方法的固有缺陷,使用当前的激光显微切割系统进行目标采集可能会导致组织烧伤和降低采集速率。为了应对这些挑战,实现精确高效的细胞组织分离和捕获,我们将数字微镜器件(DMD)集成到现有的系统光学系统中以调制空间光。这使得系统不仅可以实现传统的点扫描切割方法,而且可以利用投影切割方法。我们已经成功地在常用的激光显微切割材料如PET薄膜和小鼠组织上切割出各种图案。在投影切割模式下,我们能够在单次通过中实现直径为7.5微米的特殊形状的精确切割,提高了切割精度和效率。此外,我们采用负压吸附法有效地收集目标物质。这种方法不仅使不同大小的目标的单程捕获率超过90%,而且可以同时捕获多个目标。克服了传统单目标捕获的局限性,提高了目标捕获效率,避免激光对组织的潜在损伤。总之,将数字微镜设备集成到激光显微切割系统中,显着提高了切割精度和效率,克服传统系统的局限性。这一进步证明了激光显微切割系统在分离和捕获生物组织方面的准确性和有效性,强调其在医疗应用中的潜力。
    Laser microdissection technology is favored by biomedical researchers for its ability to rapidly and accurately isolate target cells and tissues. However, the precision cutting capabilities of existing laser microdissection systems are hindered by limitations in overall mechanical movement accuracy, resulting in suboptimal cutting quality. Additionally, the use of current laser microdissection systems for target acquisition may lead to tissue burns and reduced acquisition rates due to inherent flaws in the capture methods. To address these challenges and achieve precise and efficient separation and capture of cellular tissues, we integrated a digital micromirror device (DMD) into the existing system optics to modulate spatial light. This allows the system to not only implement the traditional point scanning cutting method but also utilize the projection cutting method.We have successfully cut various patterns on commonly used laser microdissection materials such as PET films and mouse tissues. Under projection cutting mode, we were able to achieve precise cutting of special shapes with a diameter of 7.5 micrometers in a single pass, which improved cutting precision and efficiency. Furthermore, we employed a negative pressure adsorption method to efficiently collect target substances. This approach not only resulted in a single-pass capture rate exceeding 90% for targets of different sizes but also enabled simultaneous capture of multiple targets, overcoming the limitations of traditional single-target capture and enhancing target capture efficiency, and avoiding potential tissue damage from lasers.In summary, the integration of the digital micromirror device into laser microdissection systems significantly enhances cutting precision and efficiency, overcoming limitations of traditional systems. This advancement demonstrates the accuracy and effectiveness of laser microdissection systems in isolating and capturing biological tissues, highlighting their potential in medical applications.
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  • 文章类型: Journal Article
    自身免疫相关肾脏疾病(ARKD),包括微小病变肾病(MCN),膜性肾病(MN),IgA肾病(IgAN),和狼疮性肾炎(LN),显著影响肾功能。这些疾病的特征是局部免疫复合物的形成和随后补体系统的激活,导致肾脏损伤和蛋白尿。尽管已知肾小球损伤的模式,导致跨ARKD肾小管损伤的特定分子机制仍未得到充分研究.使用激光捕获显微切割和液相色谱-串联质谱(LC-MS/MS)对福尔马林固定的石蜡包埋样品的肾小管组织进行比较蛋白质组学分析。该队列由10名正常对照(NC)组成,5MCN,4MN,17Igan,21名LN患者。临床参数和组织病理学评估与蛋白质组学发现相结合,以全面调查潜在的致病过程。临床评估表明肾小球有明显损伤,ARKD患者尿蛋白水平升高和血浆白蛋白水平降低反映了这一点。组织学分析证实了不同程度的肾小管损伤和免疫复合物的沉积。蛋白质组学分析发现蛋白质表达的显著变化,特别是在补体成分(C3,C4A,C4B,C8G,CFB,和SERPINA1)和线粒体蛋白(ATP5F1E和ATP5PD),强调跨ARKD的补体系统和线粒体蛋白的常见变化。这些改变表明了一种新的补体-线粒体-上皮-间质转化(EMT)途径轴,该轴有助于ARKD中的肾小管损伤。值得注意的是,发现肾小管ARKD患者的CFB发生显着变化,暗示它是一个治疗靶点。这项研究强调了补体激活和线粒体功能障碍在ARKD发病机制中的重要性。并提出CFB作为抑制补体激活和减轻肾小管损伤的潜在治疗靶点。未来的研究应验证补体-线粒体-EMT通路轴,并探讨CFB抑制剂在缓解ARKD进展中的作用和机制。
    Autoimmune related kidney diseases (ARKDs), including minimal change nephropathy (MCN), membranous nephropathy (MN), IgA nephropathy (IgAN), and lupus nephritis (LN), significantly affect renal function. These diseases are characterized by the formation of local immune complexes and the subsequent activation of the complement system, leading to kidney damage and proteinuria. Despite the known patterns of glomerular injury, the specific molecular mechanisms that contribute to renal tubular damage across ARKDs remain underexplored. Laser capture microdissection and liquid chromatography-tandem mass spectrometry (LC-MS/MS) were used to conduct a comparative proteomic analysis of renal tubular tissues from formalin-fixed paraffin-embedded samples. The cohort comprised of 10 normal controls (NC), 5 MCN, 4 MN, 17 IgAN, and 21 LN patients. Clinical parameters and histopathological assessments were integrated with proteomic findings to comprehensively investigate underlying pathogenic processes. Clinical evaluation indicated significant glomerular damage, as reflected by elevated urinary protein levels and reduced plasma albumin levels in patients with ARKD. Histological analyses confirmed varying degrees of tubular damage and deposition of immune complexes. Proteomic analyses identified significant changes in protein expression, particularly in complement components (C3, C4A, C4B, C8G, CFB, and SERPINA1) and mitochondrial proteins (ATP5F1E and ATP5PD), highlighting the common alterations in the complement system and mitochondrial proteins across ARKDs. These alterations suggest a novel complement-mitochondrial-epithelial-mesenchymal transition (EMT) pathway axis that contributes to tubular damage in ARKDs. Notably, significant alterations in CFB in tubular ARKD patients were revealed, implicating it as a therapeutic target. This study underscores the importance of complement activation and mitochondrial dysfunction in the pathogenesis of ARKDs, and proposes CFB as a potential therapeutic target to inhibit complement activation and mitigate tubular damage. Future research should validate the complement-mitochondrial-EMT pathway axis and explore the effects and mechanisms of CFB inhibitors in alleviating ARKD progression.
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  • 文章类型: Journal Article
    我们阐明了唐氏综合症(DS)患者的某些皮质层中易受损害的兴奋性神经元的分子指纹,以了解机制和治疗潜力,这也为阿尔茨海默氏病(AD)的病理生理学提供了信息。从死后的人DS以及年龄和性别匹配的对照(CTR)微分离额叶皮质(BA9)层III(L3)和层V(L5)锥体神经元,以询问差异表达基因(DEG)和与神经退行性程序相关的关键生物学途径。我们在DS与CTR受试者的个体中鉴定出>2300DEGs表现出L3和L5锥体神经元中基因表达的趋同失调。DEGs在L3和L5神经元中包含超过100个重复的人类21号染色体基因,在两个薄片中都显示出三体神经元核型。此外,数以千计的其他DEG被识别,表明基因失调不仅限于老年DS大脑中的三体基因,我们推测这与AD病理生物学有关。ConvergentL3和L5DEGs强调了相关的生物学途径,并确定了可能是DS患者皮质皮质神经变性和相关认知功能下降的关键途径相关靶点。选择关键的DEG被询问为潜在的枢纽基因驱动失调,即三重DEGs淀粉样前体蛋白(APP)和超氧化物歧化酶1(SOD1),连同关键信号DEGs,包括丝裂原活化蛋白激酶1和3(MAPK1,MAPK3)和钙钙调蛋白依赖性蛋白激酶IIα(CAMK2A),在其他人中。从多个途径分析中确定的集线器DEGs确定了改善皮质神经元功能障碍和DS认知下降的潜在治疗候选物,与AD相关。
    We elucidated the molecular fingerprint of vulnerable excitatory neurons within select cortical lamina of individuals with Down syndrome (DS) for mechanistic understanding and therapeutic potential that also informs Alzheimer\'s disease (AD) pathophysiology. Frontal cortex (BA9) layer III (L3) and layer V (L5) pyramidal neurons were microisolated from postmortem human DS and age- and sex-matched controls (CTR) to interrogate differentially expressed genes (DEGs) and key biological pathways relevant to neurodegenerative programs. We identified > 2300 DEGs exhibiting convergent dysregulation of gene expression in both L3 and L5 pyramidal neurons in individuals with DS versus CTR subjects. DEGs included over 100 triplicated human chromosome 21 genes in L3 and L5 neurons, demonstrating a trisomic neuronal karyotype in both laminae. In addition, thousands of other DEGs were identified, indicating gene dysregulation is not limited to trisomic genes in the aged DS brain, which we postulate is relevant to AD pathobiology. Convergent L3 and L5 DEGs highlighted pertinent biological pathways and identified key pathway-associated targets likely underlying corticocortical neurodegeneration and related cognitive decline in individuals with DS. Select key DEGs were interrogated as potential hub genes driving dysregulation, namely the triplicated DEGs amyloid precursor protein (APP) and superoxide dismutase 1 (SOD1), along with key signaling DEGs including mitogen activated protein kinase 1 and 3 (MAPK1, MAPK3) and calcium calmodulin dependent protein kinase II alpha (CAMK2A), among others. Hub DEGs determined from multiple pathway analyses identified potential therapeutic candidates for amelioration of cortical neuron dysfunction and cognitive decline in DS with translational relevance to AD.
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  • 文章类型: Journal Article
    人们越来越关注开发深度蛋白质组学方法,以细胞类型特异性方式绘制组织异质性,以更好地理解和预测复杂生物系统如人体器官的功能。现有的空间分辨蛋白质组学技术由于有限的灵敏度和差的样品回收率而不能提供深度蛋白质组覆盖。在这里,我们将激光捕获显微切割与低体积样品处理技术无缝结合,该技术包括一个名为microPOTS的微流体装置(在一锅中处理微量样品的微滴),多重同量异位标记,和纳米低肽分馏方法。整合的工作流程使我们能够最大化含有纳克水平蛋白质的激光分离组织样品的蛋白质组覆盖率。我们证明了深空间蛋白质组学平台可以量化来自小型人类胰腺组织像素(〜60,000μm2)的5000多种独特蛋白质,并区分胰腺中独特的蛋白质丰度模式。此外,MicroPOTS芯片的使用消除了对先进的微加工能力和专门的纳升液体处理设备的要求,使蛋白质组学实验室更容易获得。
    There is increasing interest in developing in-depth proteomic approaches for mapping tissue heterogeneity in a cell-type-specific manner to better understand and predict the function of complex biological systems such as human organs. Existing spatially resolved proteomics technologies cannot provide deep proteome coverage due to limited sensitivity and poor sample recovery. Herein, we seamlessly combined laser capture microdissection with a low-volume sample processing technology that includes a microfluidic device named microPOTS (microdroplet processing in one pot for trace samples), multiplexed isobaric labeling, and a nanoflow peptide fractionation approach. The integrated workflow allowed us to maximize proteome coverage of laser-isolated tissue samples containing nanogram levels of proteins. We demonstrated that the deep spatial proteomics platform can quantify more than 5000 unique proteins from a small-sized human pancreatic tissue pixel (∼60,000 μm2) and differentiate unique protein abundance patterns in pancreas. Furthermore, the use of the microPOTS chip eliminated the requirement for advanced microfabrication capabilities and specialized nanoliter liquid handling equipment, making it more accessible to proteomic laboratories.
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  • 文章类型: Journal Article
    存档的肿瘤标本通常通过福尔马林固定和石蜡包埋保存。尽管传统观点认为蛋白质组学可能由于交联和分析前变量而无效,这些样本可用于发现和靶向蛋白质组学。在这种能力的基础上,蛋白质组学方法可以用来最大限度地了解我们的癌症生物学和临床相关性通过研究保留的肿瘤组织注释的患者\'的病史。福尔马林固定石蜡包埋(FFPE)组织的蛋白质组学也与组织学评估和分子病理学策略相结合。因此不需要额外收集研究活检或切除的肿瘤等分试样。从相同肿瘤样品获取数据也克服了由于肿瘤内异质性引起的样品之间的生物学变异的担忧。然而,从FFPE样品中提取蛋白质和蛋白质组学样品的制备可能是繁重的,特别是对于小型(即,有限或珍贵)样品。因此,我们为最近引入的基于试剂盒的EasyPep方法提供了一个方案,该方案针对已建立的改良版本的过滤器辅助样品制备策略进行了基准测试,该策略使用激光捕获显微解剖的肺腺癌组织从基因工程小鼠模型中.该模型系统允许控制肿瘤制备和分析前变量,同时还支持开发空间蛋白质组学方法以检查肿瘤内异质性。数据发表在ProteomeXchange(PXD045879)中。
    Archived tumor specimens are routinely preserved by formalin fixation and paraffin embedding. Despite the conventional wisdom that proteomics might be ineffective due to the cross-linking and pre-analytical variables, these samples have utility for both discovery and targeted proteomics. Building on this capability, proteomics approaches can be used to maximize our understanding of cancer biology and clinical relevance by studying preserved tumor tissues annotated with the patients\' medical histories. Proteomics of formalin-fixed paraffin-embedded (FFPE) tissues also integrates with histological evaluation and molecular pathology strategies, so that additional collection of research biopsies or resected tumor aliquots is not needed. The acquisition of data from the same tumor sample also overcomes concerns about biological variation between samples due to intratumoral heterogeneity. However, the protein extraction and proteomics sample preparation from FFPE samples can be onerous, particularly for small (i.e., limited or precious) samples. Therefore, we provide a protocol for a recently introduced kit-based EasyPep method with benchmarking against a modified version of the well-established filter-aided sample preparation strategy using laser-capture microdissected lung adenocarcinoma tissues from a genetically engineered mouse model. This model system allows control over the tumor preparation and pre-analytical variables while also supporting the development of methods for spatial proteomics to examine intratumoral heterogeneity. Data are posted in ProteomeXchange (PXD045879).
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  • 文章类型: Journal Article
    将蛋白质基因组学与激光捕获显微切割(LCM)结合在癌症研究中提供了一种有针对性的方法来探索肿瘤细胞与不同微环境成分之间的复杂相互作用。这对于非常需要改善基于IO的药物的可预测性的免疫肿瘤学(IO)研究尤其重要。取决于对肿瘤空间关系的更好理解,血液供应,和免疫细胞相互作用,在它们相关的微环境中。LCM用于分离和获得不同的组织学细胞类型,这可以在复杂和异质实体瘤标本上常规进行。一旦细胞被捕获,核酸和蛋白质可以被提取用于深入的多模态分子谱分析测定。优化来自LCM捕获细胞的微小组织数量是具有挑战性的。在分离核酸之后,RNA-seq可用于基因表达,DNA测序可用于发现和分析可操作的突变。拷贝数变化,甲基化谱,等。然而,仍然需要针对小样本的高度敏感的蛋白质组学方法.该方案的重要部分是对微米级和/或纳米级组织切片的增强液相色谱质谱(LC-MS)分析。这是通过开发用于通过LCM获得的新鲜冷冻组织标本的LC-MS分析的银染色一维十二烷基硫酸钠聚丙烯酰胺凝胶电泳(1D-SDS-PAGE)方法实现的。包括详细的凝胶内消化方法,经过调整和专门设计,以最大程度地提高限量型LCM样品的蛋白质组覆盖率,以更好地促进深入的分子谱分析。描述了从显微解剖的新鲜冷冻组织利用的蛋白质基因组方法。该方案还可以适用于具有有限核酸的其他类型的标本。蛋白质数量,和/或样品体积。
    Combining proteogenomics with laser capture microdissection (LCM) in cancer research offers a targeted way to explore the intricate interactions between tumor cells and the different microenvironment components. This is especially important for immuno-oncology (IO) research where improvements in the predictability of IO-based drugs are sorely needed, and depends on a better understanding of the spatial relationships involving the tumor, blood supply, and immune cell interactions, in the context of their associated microenvironments. LCM is used to isolate and obtain distinct histological cell types, which may be routinely performed on complex and heterogeneous solid tumor specimens. Once cells have been captured, nucleic acids and proteins may be extracted for in-depth multimodality molecular profiling assays. Optimizing the minute tissue quantities from LCM captured cells is challenging. Following the isolation of nucleic acids, RNA-seq may be performed for gene expression and DNA sequencing performed for the discovery and analysis of actionable mutations, copy number variation, methylation profiles, etc. However, there remains a need for highly sensitive proteomic methods targeting small-sized samples. A significant part of this protocol is an enhanced liquid chromatography mass spectrometry (LC-MS) analysis of micro-scale and/or nano-scale tissue sections. This is achieved with a silver-stained one-dimensional sodium dodecyl sulfate polyacrylamide gel electrophoresis (1D-SDS-PAGE) approach developed for LC-MS analysis of fresh-frozen tissue specimens obtained via LCM. Included is a detailed in-gel digestion method adjusted and specifically designed to maximize the proteome coverage from amount-limited LCM samples to better facilitate in-depth molecular profiling. Described is a proteogenomic approach leveraged from microdissected fresh frozen tissue. The protocols may also be applicable to other types of specimens having limited nucleic acids, protein quantity, and/or sample volume.
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  • 文章类型: Journal Article
    下前扣带回皮质(sgACC)是理解情感和情感的神经相关性的关键部位。虽然sgACC的活性在功能上是同质的,它由具有不同细胞结构的多个Brodmann区(BA)组成。在一些sgACCBA中,层5被细分为L5a和L5b,这对其投影目标有影响。要了解BAs之间的转录谱有何不同,图层,和人类sgACC的子层,我们使用激光捕获显微切割和RNA测序收集层条带。我们发现sgACC内BA之间的这些特定皮质层中的转录物表达没有显着差异。相比之下,我们确定了第3层和5a或5b层之间的显着差异,这些差异在sgACCBA之间是一致的。我们发现子层5a和5b在转录上相似。L3和L5的通路分析揭示了与突触功能相关的重叠生物过程。然而,L3富集了与细胞间连接和树突棘相关的途径,而L5富集了与脑发育和突触前功能相关的途径。表明各层之间潜在的功能差异。我们的研究为sgACC的规范转录特征提供了重要的见解。
    The subgenual anterior cingulate cortex (sgACC) is a critical site for understanding the neural correlates of affect and emotion. While the activity of the sgACC is functionally homogenous, it is comprised of multiple Brodmann Areas (BAs) that possess different cytoarchitectures. In some sgACC BAs, Layer 5 is sublaminated into L5a and L5b which has implications for its projection targets. To understand how the transcriptional profile differs between the BAs, layers, and sublayers of human sgACC, we collected layer strips using laser capture microdissection followed by RNA sequencing. We found no significant differences in transcript expression in these specific cortical layers between BAs within the sgACC. In contrast, we identified striking differences between Layers 3 and 5a or 5b that were concordant across sgACC BAs. We found that sublayers 5a and 5b were transcriptionally similar. Pathway analyses of L3 and L5 revealed overlapping biological processes related to synaptic function. However, L3 was enriched for pathways related to cell-to-cell junction and dendritic spines whereas L5 was enriched for pathways related to brain development and presynaptic function, indicating potential functional differences across layers. Our study provides important insight into normative transcriptional features of the sgACC.
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  • 文章类型: Journal Article
    患有唐氏综合症(DS)的人在中年期间有智力障碍并发展为阿尔茨海默病(AD)病理,特别是在内侧颞叶记忆回路的海马部分。然而,海马CA1神经元选择性易损性的分子和细胞机制仍然是DS/AD发病期间的主要知识空白。这与显示空间的证据(例如,锥体神经元(PNs)的深层定位对CA1区域内的活动和神经支配具有深远的影响。
    我们调查了老年雌性DS/AD小鼠模型中CA1PN是否存在空间分布差异。我们认为功能障碍可能取决于离散CA1子场中的空间定位和神经支配模式。
    在已建立的DS/AD小鼠模型中,在三体CA1PNs上进行激光捕获显微解剖,从远端CA1(CA1a)区域分离整个CA1锥体神经元层和深层和浅表PN的亚层微隔离。
    RNA测序和生物信息学查询揭示了基于空间位置和神经支配模式的CA1PN的失调。在三体小鼠中,整个CA1区域显示出最多的差异表达基因(DEGs),反映了先天性DS的脆弱性,虽然三体CA1a深PN表现出更少但更多的生理相关DEG,生物信息学调查证明了这一点。
    CA1a深层神经元显示出许多与认知功能相关的DEG,而CA1a浅层神经元,DEG的数量大致相等,与失调的途径无关,表明易损CA1PN的空间位置在电路溶解中起着重要作用。
    UNASSIGNED: Individuals with Down syndrome (DS) have intellectual disability and develop Alzheimer\'s disease (AD) pathology during midlife, particularly in the hippocampal component of the medial temporal lobe memory circuit. However, molecular and cellular mechanisms underlying selective vulnerability of hippocampal CA1 neurons remains a major knowledge gap during DS/AD onset. This is compounded by evidence showing spatial (e.g., deep versus superficial) localization of pyramidal neurons (PNs) has profound effects on activity and innervation within the CA1 region.
    UNASSIGNED: We investigated whether there is a spatial profiling difference in CA1 PNs in an aged female DS/AD mouse model. We posit dysfunction may be dependent on spatial localization and innervation patterns within discrete CA1 subfields.
    UNASSIGNED: Laser capture microdissection was performed on trisomic CA1 PNs in an established mouse model of DS/AD compared to disomic controls, isolating the entire CA1 pyramidal neuron layer and sublayer microisolations of deep and superficial PNs from the distal CA1 (CA1a) region.
    UNASSIGNED: RNA sequencing and bioinformatic inquiry revealed dysregulation of CA1 PNs based on spatial location and innervation patterns. The entire CA1 region displayed the most differentially expressed genes (DEGs) in trisomic mice reflecting innate DS vulnerability, while trisomic CA1a deep PNs exhibited fewer but more physiologically relevant DEGs, as evidenced by bioinformatic inquiry.
    UNASSIGNED: CA1a deep neurons displayed numerous DEGs linked to cognitive functions whereas CA1a superficial neurons, with approximately equal numbers of DEGs, were not linked to pathways of dysregulation, suggesting the spatial location of vulnerable CA1 PNs plays an important role in circuit dissolution.
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  • 文章类型: Journal Article
    结直肠癌是全球死亡率第二的主要恶性肿瘤。尽管流行,治疗选择仍然受到限制,外科手术仍然是最有用的治疗方法。在这方面,构建了一个全面的空间分辨定量蛋白质组图谱,以探索结直肠癌的功能蛋白质组景观。该策略整合了组织病理学分析,激光捕获显微切割,和蛋白质组学。通过完全集成的样品制备技术SISPROT促进了200个组织切片样品的空间蛋白质组分析,从而可以从2mm2×10μm的组织切片中鉴定出OrbitrapExporis240上的4000多种蛋白质。与正常邻近组织相比,我们发现了一系列与癌症相关的蛋白质,以及包括升结肠在内的结肠直肠癌不同区域的通路失调,横结肠,降结肠,乙状结肠,直肠。此外,我们对具有标志的直肠癌和乙状结肠癌从早期到晚期的肿瘤上皮细胞和癌旁上皮进行了蛋白质组学分析。生物信息学分析揭示了与结直肠肿瘤不同区域相关的功能蛋白和细胞类型特征。提示潜在的临床意义。总的来说,这项研究提供了一个全面的空间分辨功能蛋白质组景观结直肠癌,作为探索潜在生物标志物和治疗靶点的宝贵资源。
    Colorectal cancer is a predominant malignancy with a second mortality worldwide. Despite its prevalence, therapeutic options remain constrained and surgical operation is still the most useful therapy. In this regard, a comprehensive spatially resolved quantitative proteome atlas was constructed to explore the functional proteomic landscape of colorectal cancer. This strategy integrates histopathological analysis, laser capture microdissection, and proteomics. Spatial proteome profiling of 200 tissue section samples facilitated by the fully integrated sample preparation technology SISPROT enabled the identification of more than 4000 proteins on the Orbitrap Exploris 240 from 2 mm2 × 10 μm tissue sections. Compared with normal adjacent tissues, we identified a spectrum of cancer-associated proteins and dysregulated pathways across various regions of colorectal cancer including ascending colon, transverse colon, descending colon, sigmoid colon, and rectum. Additionally, we conducted proteomic analysis on tumoral epithelial cells and paracancerous epithelium from early to advanced stages in hallmark rectum cancer and sigmoid colon cancer. Bioinformatics analysis revealed functional proteins and cell-type signatures associated with different regions of colorectal tumors, suggesting potential clinical implications. Overall, this study provides a comprehensive spatially resolved functional proteome landscape of colorectal cancer, serving as a valuable resource for exploring potential biomarkers and therapeutic targets.
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