pancreatic adenocarcinoma

胰腺腺癌
  • 文章类型: Journal Article
    胰腺腺癌(PDAC)是主要的健康负担,可能成为发达国家癌症死亡的第二大原因。早发性胰腺癌的发病率(EOPC,由诊断年龄<50岁定义)正在增加。这里,我们对我们机构随访的所有PDAC患者进行了研究.患者被分类为EOPC或非早期发作(nEOPC,>50)。包括878名患者,其中113个EOPC,表现出可比的性能状态。EOPC在转移阶段更常见(70.0%vs58.3%),肝转移在诊断时更普遍(60.2%vs.43.9%)。诊断后的中位总生存期(OS)为18.1个月,EOPC和nEOPC类似。在接受手术的患者中,各年龄组的无复发生存率相似.在转移性患者中,一线无进展生存期相似,但EOPC接受了更多的治疗线(72.3%vs.58.1%收到≥2行)。关于分子改变,EOPC的平均肿瘤突变负荷(TMB)较低(1.42vs.2.95mut/Mb)。KRAS和BRCA1/2突变的患病率相似,但EOPC在CNKN2A/B中显示的改动较少。58例患者(18.6%)有可操作的改变(ESCATI-III),其中31例接受了分子匹配的治疗。在转录组水平上,尽管它具有临床侵略性,EOPC不太可能显示基底样表型。最后,在转移阶段更频繁地诊断出EOPC。OS和一线PFS与nEOPC相似。EOPC显示了特定的分子特征,例如较低的TMB和较少的CDKN2A/B的改变。
    Pancreatic adenocarcinoma (PDAC) is a major health burden and may become the second cause of death by cancer in developed countries. The incidence of early-onset pancreatic cancer (EOPC, defined by an age at diagnosis <50 years old) is increasing. Here, we conducted a study of all PDAC patients followed at our institution. Patients were classified as EOPC or non-early onset (nEOPC, >50). Eight hundred and seventy eight patients were included, of which 113 EOPC, exhibiting a comparable performance status. EOPC were more often diagnosed at the metastatic stage (70.0% vs 58.3%) and liver metastases were more prevalent at diagnosis (60.2% vs. 43.9%). The median overall survival (OS) from diagnosis was 18.1 months, similar between EOPC and nEOPC. Among patients who underwent surgery, recurrence-free survival was similar between age groups. Among metastatic patients, first line progression free survival was similar but EOPC received more treatment lines (72.3% vs. 58.1% received ≥2 lines). Regarding molecular alterations, the mean tumor mutational burden (TMB) was lower in EOPC (1.42 vs. 2.95 mut/Mb). The prevalence of KRAS and BRCA1/2 mutations was similar, but EOPC displayed fewer alterations in CNKN2A/B. Fifty eight patients (18.6%) had actionable alterations (ESCAT I-III) and 31 of them received molecularly matched treatments. On the transcriptomic level, despite its clinical aggressiveness, EOPC was less likely to display a basal-like phenotype. To conclude, EOPC were diagnosed more frequently at the metastatic stage. OS and 1st line PFS were similar to nEOPC. EOPC displayed specific molecular features, such as a lower TMB and fewer alterations in CDKN2A/B.
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  • 文章类型: Case Reports
    胰腺导管腺癌(PDAC)是一种侵袭性的人类肿瘤,通常在无法进行手术的后期诊断。
    我们报告了一例62岁女性因腹痛到急诊科就诊的病例。计算机断层扫描(CT)显示孤立的肝脏病变和胰腺体病变。胰体病变经内镜活检,并获得组织诊断以确认PDAC的诊断。然后,她接受了12个周期的FOLFIRINOX治疗,在CT上病情稳定。由于肝脏病变的病史,她接受了11个周期的吉西他滨/Abraxane和MEK抑制剂的组合,Mekinist,还有一种BRAF抑制剂,BRAFTOVI.随后,患者接受了肝活检。活检结果为阴性,肿瘤被认为是可切除的。患者接受了远端胰腺切除术。手术病理显示1.1厘米的低级别乳头状黏液性肿瘤,边缘和淋巴结阴性。分级T0N0。没有给予辅助化疗。
    据我们所知,这是首次报道1例转移性胰腺腺癌患者接受长期静脉化疗和口服化疗.手术时,病理分期为T0N0。该患者最近在手术后9个月被发现,没有证据表明癌症复发。此外,ctDNA保持阴性。
    UNASSIGNED: Pancreatic ductal adenocarcinoma (PDAC) is an aggressive human tumor that is typically diagnosed at a later stage when surgery is not possible.
    UNASSIGNED: We report the case of a 62-year-old woman who presented to the emergency department with abdominal pain. Computed tomography (CT) revealed a solitary hepatic lesion and a pancreatic body lesion. The pancreatic body lesion was biopsied endoscopically, and a tissue diagnosis was obtained to confirm the diagnosis of PDAC. She was then treated with 12 cycles of FOLFIRINOX with stable disease on CT. Due to the history of a hepatic lesion, she received 11 cycles of gemcitabine/Abraxane and a combination of a MEK inhibitor, Mekinist, and a BRAF inhibitor, BRAFTOVI. Subsequently, the patient underwent a liver biopsy. The biopsy result was negative, and the tumor was deemed resectable. The patient underwent a distal pancreatectomy. Surgical pathology demonstrated a 1.1-cm low-grade papillary mucinous neoplasm with negative margins and lymph nodes, staged T0N0. Adjuvant chemotherapy was not administered.
    UNASSIGNED: To our knowledge, this is the first report of a patient with metastatic pancreatic adenocarcinoma who received prolonged IV and oral chemotherapy. At the time of the operation, the pathological stage was T0N0. The patient has recently been seen 9 months after surgery with no evidence cancer recurrence. Additionally, ctDNA remains negative.
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  • 文章类型: Journal Article
    背景:在边界和局部晚期胰腺腺癌(PDAC)中,很难区分纤维化和肿瘤,因此需要进行手术探查以评估可切除性。这个问题在胰十二指肠切除术(PD)之前的新辅助治疗(NAT)之后尤其重要,尽管中止PD的结果尚不清楚。
    目的:本研究旨在评估PDAC患者PD流产后的早期结局。
    方法:收集了十年的数据,在法国的三家大学医院。围手术期患者管理相似。记录术中PD流产的原因,和早期患者的预后(转移,比较了癌病)和晚期(广泛血管夹层后)PD流产。
    结果:PDAC的774PD,131例(17%)流产。97例(74%)患者因癌症导致早期PD流产(n=14;14%),肝转移(n=32;33%),主动脉腔淋巴结侵犯(n=28;29%)和大量血管扩张(n=23;24%)。晚期PD流产发生在广泛的血管夹层后34例(26%)由于侵犯了总肝脏(n=16;47%),肠系膜上动脉(n=5;15%)和右肝动脉(n=1;3%)和不可重建的静脉浸润(n=12;35%)。接受晚期PD流产的患者总发病率较高(n=22;65%vsn=27;28%,p=0.0001),严重并发症(n=14;41%vsn=11;11%,p=0.0005),死亡率(n=4;12%vsn=0;0%,p=0.003)。他们的胃排空延迟率也较高(n=11;32%vsn=6;6%,p=0.0003),深空感染(n=10;29%vsn=7;7%,p=0.002),伤口感染(n=5;15%vsn=4;4%,p=0.05),和出血(n=8;24%vsn=0;0%,p<0.0001)。
    结论:广泛血管夹层后流产的PD具有较高的发病率和死亡率。应将适当的信息和咨询提供给考虑进行PD的临界/局部晚期PDAC患者。
    BACKGROUND: Difficulties in distinguishing fibrosis from tumor in borderline and locally advanced pancreatic adenocarcinoma (PDAC) justify surgical exploration to assess resectability. This issue is especially relevant after neoadjuvant treatments (NAT) prior to pancreaticoduodenectomy (PD) although outcomes of aborted PD are unknown.
    OBJECTIVE: This study aimed to evaluate early outcomes after aborted PD in patients with PDAC.
    METHODS: Data were collected over a ten-year period, in three University Hospitals in France. Perioperative patient management was similar. The causes of intraoperative PD abortions were recorded, and outcomes of patients who underwent early (metastases, carcinomatosis) and late (following extensive vascular dissection) PD abortion were compared.
    RESULTS: Of 774 PD for PDAC, 131 (17%) were aborted. 97 (74%) patients underwent early PD abortion due to carcinomatosis (n = 14; 14%), liver metastases (n = 32; 33%), aortocaval lymph node invasion (n = 28; 29%) and massive vascular extension (n = 23; 24%). Late PD abortion occurred after extensive vascular dissection in 34 (26%) patients due to invasion of the common hepatic (n = 16; 47%), superior mesenteric (n = 5; 15%) and right hepatic (n = 1; 3%) arteries and nonreconstructable venous invasion (n = 12; 35%). Patients who underwent late PD abortion had higher rates of overall morbidity (n = 22; 65% vs n = 27; 28%, p = 0.0001), severe complications (n = 14; 41% vs n = 11; 11%, p = 0.0005), mortality (n = 4; 12% vs n = 0; 0%, p = 0.003). They also had higher rates of delayed gastric emptying (n = 11; 32% vs n = 6; 6%, p = 0.0003), deep space infections (n = 10; 29% vs n = 7; 7%, p = 0.002), wound infections (n = 5; 15% vs n = 4; 4%, p = 0.05), and bleeding (n = 8; 24% vs n = 0; 0%, p < 0.0001).
    CONCLUSIONS: Aborted PD after extensive vascular dissection has high morbidity and mortality rates. Appropriate information and counseling should be delivered to patients with borderline/locally advanced PDAC considered for PD.
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  • 文章类型: Journal Article
    本研究旨在介绍具体的图像特征分析,专注于胰腺边缘,并提供边缘不规则性的定量测量,证明与胰腺腺癌的存在/不存在的相关性。我们选择了50名患者(36名男性,14名妇女;平均年龄63.7岁),接受了多探测器计算机断层扫描(MDCT)对胰尾胰腺腺癌的分期。对肿瘤和健康腺实质的MDCT图像中的边界碎片进行计算机辅助定量边缘分析,从中得到实际边界与平均边界线的均方根偏差SD。使用配对t检验比较相对于健康边界和肿瘤边界的SD值。在健康边界和肿瘤边界之间观察到显着的SD差异。还发现了一个阈值SD值,使腺癌的分化具有96%的特异性和敏感性。我们引入了边界不规则的定量度量,这与胰腺腺癌的存在/不存在相关。可以及时对MDCT图像中选择的边界碎片进行定量边缘分析,为诊断提供有用的支持工具,并为基于低维特征空间的机器学习识别提供可能的起点。
    This study aimed to introduce specific image feature analysis, focusing on pancreatic margins, and to provide a quantitative measure of edge irregularity, evidencing correlations with the presence/absence of pancreatic adenocarcinoma. We selected 50 patients (36 men, 14 women; mean age 63.7 years) who underwent Multi-detector computed tomography (MDCT) for the staging of pancreatic adenocarcinoma of the tail of the pancreas. Computer-assisted quantitative edge analysis was performed on the border fragments in MDCT images of neoplastic and healthy glandular parenchyma, from which we obtained the root mean square deviation SD of the actual border from the average boundary line. The SD values relative to healthy and neoplastic borders were compared using a paired t-test. A significant SD difference was observed between healthy and neoplastic borders. A threshold SD value was also found, enabling the differentiation of adenocarcinoma with 96% specificity and sensitivity. We introduced a quantitative measure of boundary irregularity, which correlates with the presence/absence of pancreatic adenocarcinoma. Quantitative edge analysis can be promptly performed on select border fragments in MDCT images, providing a useful supporting tool for diagnostics and a possible starting point for machine learning recognition based on lower-dimensional feature space.
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  • 文章类型: Journal Article
    由于缺乏早期症状和缺乏可靠的生物标志物,PDAC的早期检测仍然具有挑战性。本项目的目的是鉴定miRNA和蛋白质组学特征,以区分患有DM的PDAC患者与非糖尿病PDAC患者。蛋白质组学分析和miRNA阵列用于蛋白质和miRNA筛选。我们使用蛋白质印迹和实时定量逆转录聚合酶链反应(qRT-PCR)进行蛋白质和miRNA验证。使用单向方差分析和Tukey的事后检验进行正态分布实验组之间的比较。使用t检验进行成对检验。p≤0.05被认为具有统计学意义。分化蛋白簇166(CD166),糖蛋白CD63(CD63),S100钙结合蛋白A13(S100A13),在蛋白质组学筛选中检测肿瘤坏死因子-β(TNF-β)。miRNA分析揭示了差异的miRNA1285调节。先前描述的miR-1285钙粘蛋白-1(CDH-1)的靶蛋白,细胞Jun(c-Jun),p53,母亲们反对截瘫同系物4(Smad4),人类转谷氨酰胺酶2(TGM2)和Yes相关蛋白(YAP),通过蛋白质印迹进行了验证。通过qRT-PCR成功验证miR-1285-3p在PDAC+DM中的差异调节。总的来说,我们的数据表明miRNA1285-3p,TGM2、CDH-1、CD166和S100A13是表征PDAC+DM患者的潜在有意义的生物标志物候选物。数据可通过ProteomeXchange获得,标识符为PXD053169。
    Early detection of PDAC remains challenging due to the lack of early symptoms and the absence of reliable biomarkers. The aim of the present project was to identify miRNA and proteomics signatures discriminating PDAC patients with DM from nondiabetic PDAC patients. Proteomics analysis and miRNA array were used for protein and miRNA screening. We used Western blotting and Real-Time Quantitative Reverse Transcription polymerase chain reaction (qRT-PCR) for protein and miRNA validation. Comparisons between experimental groups with normal distributions were performed using one-way ANOVA followed by Tukey\'s post hoc test, and pairwise tests were performed using t-tests. p ≤ 0.05 was considered statistically significant. Protein clusters of differentiation 166 (CD166), glycoprotein CD63 (CD63), S100 calcium-binding protein A13 (S100A13), and tumor necrosis factor-β (TNF-β) were detected in the proteomics screening. The miRNA assay revealed a differential miRNA 1285 regulation. Previously described target proteins of miR-1285 cadherin-1 (CDH-1), cellular Jun (c-Jun), p53, mothers against decapentaplegic homolog 4 (Smad4), human transglutaminase 2 (TGM2) and yes-associated protein (YAP), were validated via Western blotting. miR-1285-3p was successfully validated as differentially regulated in PDAC + DM via qRT-PCR. Overall, our data suggest miRNA1285-3p, TGM2, CDH-1, CD166, and S100A13 as potential meaningful biomarker candidates to characterize patients with PDAC + DM. Data are available via ProteomeXchange with the identifier PXD053169.
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  • 文章类型: Journal Article
    目的:本研究的主要重点是探讨IRF7调控胰腺腺癌(PAAD)M1型巨噬细胞RPS18转录的分子机制,以及IRF7通过外泌体将RPS18转移到PAAD细胞和调节ILF3表达。
    方法:通过利用来自基因表达综合数据库的单细胞RNA测序(scRNA-seq)数据和空间转录组学(ST)数据,我们鉴定了PAAD组织中具有显著表达差异的不同细胞类型.在这些细胞类型中,我们确定了与脂质代谢密切相关的那些。分析了这些细胞类型中差异表达的基因,并确定了与预后相关的靶基因。流式细胞术用于评估M1和M2巨噬细胞中靶基因的表达水平。利用CRISPR/Cas9编辑技术构建靶基因敲除细胞系,使用慢病毒载体建立具有靶基因敲低和过表达的细胞系。此外,建立了M1巨噬细胞与PAAD细胞来源的外泌体共培养模型。通过代谢组学分析评估了M1巨噬细胞来源的外泌体对模型中PAAD细胞脂质代谢的影响。M1巨噬细胞来源的外泌体对生存力的影响,扩散,司,使用MTT法评估PAAD细胞的迁移和凋亡,流式细胞术,EdU分析,伤口愈合试验,Transwell测定和TUNEL染色。此外,建立小鼠PAAD原位植入模型,和生物发光成像被用来评估M1巨噬细胞来源的外泌体对PAAD细胞的肿瘤内形成能力的影响,以及测量肿瘤的重量和体积。使用免疫组织化学检查肿瘤组织中增殖相关蛋白的表达。
    结果:通过对scRNA-seq和ST技术的联合分析,我们发现PAAD样本中的M1巨噬细胞与脂质代谢信号密切相关,以及M1巨噬细胞和癌细胞之间的负相关。预后风险评分模型的构建将RPS18和IRF7确定为M1巨噬细胞中的两个预后相关基因,呈现负相关和正相关,分别。机械上,研究发现,M1巨噬细胞中的IRF7可抑制RPS18的转录,减少RPS18通过外泌体向PAAD细胞的转移,从而影响PAAD细胞中ILF3的表达。M1巨噬细胞中的IRF7/RPS18还可以抑制脂质代谢,细胞活力,扩散,迁移,PAAD细胞的侵袭和肿瘤内形成能力,同时促进细胞凋亡。
    结论:在M1巨噬细胞中过表达IRF7可能抑制RPS18转录,减少RPS18从M1巨噬细胞来源的外泌体转移到PAAD细胞,从而抑制PAAD细胞中ILF3的表达,抑制脂质代谢途径,限制生存能力,扩散,迁移,PAAD细胞的侵袭,以及增强细胞凋亡,最终抑制体内PAAD细胞中的肿瘤形成。在M1巨噬细胞中靶向IRF7/RPS18可能代表未来PAAD的有希望的免疫治疗方法。
    OBJECTIVE: The main focus of this study is to explore the molecular mechanism of IRF7 regulation on RPS18 transcription in M1-type macrophages in pancreatic adenocarcinoma (PAAD) tissue, as well as the transfer of RPS18 by IRF7 via exosomes to PAAD cells and the regulation of ILF3 expression.
    METHODS: By utilising single-cell RNA sequencing (scRNA-seq) data and spatial transcriptomics (ST) data from the Gene Expression Omnibus database, we identified distinct cell types with significant expression differences in PAAD tissue. Among these cell types, we identified those closely associated with lipid metabolism. The differentially expressed genes within these cell types were analysed, and target genes relevant to prognosis were identified. Flow cytometry was employed to assess the expression levels of target genes in M1 and M2 macrophages. Cell lines with target gene knockout were constructed using CRISPR/Cas9 editing technology, and cell lines with target gene knockdown and overexpression were established using lentiviral vectors. Additionally, a co-culture model of exosomes derived from M1 macrophages with PAAD cells was developed. The impact of M1 macrophage-derived exosomes on the lipid metabolism of PAAD cells in the model was evaluated through metabolomics analysis. The effects of M1 macrophage-derived exosomes on the viability, proliferation, division, migration and apoptosis of PAAD cells were assessed using MTT assay, flow cytometry, EdU assay, wound healing assay, Transwell assay and TUNEL staining. Furthermore, a mouse PAAD orthotopic implantation model was established, and bioluminescence imaging was utilised to assess the influence of M1 macrophage-derived exosomes on the intratumoural formation capacity of PAAD cells, as well as measuring tumour weight and volume. The expression of proliferation-associated proteins in tumour tissues was examined using immunohistochemistry.
    RESULTS: Through combined analysis of scRNA-seq and ST technologies, we discovered a close association between M1 macrophages in PAAD samples and lipid metabolism signals, as well as a negative correlation between M1 macrophages and cancer cells. The construction of a prognostic risk score model identified RPS18 and IRF7 as two prognostically relevant genes in M1 macrophages, exhibiting negative and positive correlations, respectively. Mechanistically, it was found that IRF7 in M1 macrophages can inhibit the transcription of RPS18, reducing the transfer of RPS18 to PAAD cells via exosomes, consequently affecting the expression of ILF3 in PAAD cells. IRF7/RPS18 in M1 macrophages can also suppress lipid metabolism, cell viability, proliferation, migration, invasion and intratumoural formation capacity of PAAD cells, while promoting cell apoptosis.
    CONCLUSIONS: Overexpression of IRF7 in M1 macrophages may inhibit RPS18 transcription, reduce the transfer of RPS18 from M1 macrophage-derived exosomes to PAAD cells, thereby suppressing ILF3 expression in PAAD cells, inhibiting the lipid metabolism pathway, and curtailing the viability, proliferation, migration, invasion of PAAD cells, as well as enhancing cell apoptosis, ultimately inhibiting tumour formation in PAAD cells in vivo. Targeting IRF7/RPS18 in M1 macrophages could represent a promising immunotherapeutic approach for PAAD in the future.
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  • 文章类型: Journal Article
    背景:了解环境胰腺腺癌(PA)危险因素,包括农药暴露,仍然有限。有机氯(OC)在脂肪组织中积累,可以帮助反映长期暴露。
    方法:PA患者的年龄和体重指数(BMI)与接受良性疾病手术的患者的年龄和BMI(1:1)相匹配。目标性分析筛选了345种农药和代谢物,包括29个OC,在脂肪组织和尿液样本中。主要目的是调查内脏脂肪或尿液中有机氯浓度之间的关系,和PA。考虑到多重测试,进行了调整后的条件逻辑回归。
    结果:trans-nonachlor(比值比[OR]=1.325,95%置信区间[CI][1.108-1.586]),顺式-九氯(OR=15.433,95%CI[2.733-87.136]),脂肪中的灭蚁灵(OR=2.853,95%CI[1.213-6.713])和4,4DDE(OR=1.019,95%CI[1.005-1.034])以及更多的阳性样本(OR=1.75895%CI[1.11-2.997])与更高的PA几率显着相关。相比之下,等待,尿液样本对所有测试的农药均未产生任何统计学上显著的关联.
    结论:一些OCs与较高的PA几率相关。需要研究胰腺攻击的潜在机制以完善这些发现。
    背景:Clinicaltrials.govNCT04429490。
    BACKGROUND: Knowledge about environmental pancreatic adenocarcinoma (PA) risk factors, including pesticide exposure, remains limited. Organochlorine (OC) accumulates in adipose tissue and can help reflect long-term exposure.
    METHODS: Age and body mass index (BMI) of patients with PA were matched with those undergoing a surgery for a benign disease on age and BMI (1:1). Targeted analyses screened 345 pesticides and metabolites, including 29 OC, in adipose tissue and urine samples. The primary aim was to investigate the association between organochlorine concentrations in visceral fat or urine, and PA. Adjusted conditional logistic regressions were carried out accounting for multiple testing.
    RESULTS: Trans-nonachlor (odds ratio [OR] = 1.325, 95% confidence interval [CI] [1.108-1.586]), cis-nonachlor (OR = 15.433, 95% CI [2.733-87.136]), Mirex (OR = 2.853, 95% CI [1.213-6.713]) and 4,4 DDE (OR = 1.019, 95% CI [1.005-1.034]) in fat and a greater number of positive samples (OR = 1.758 95% CI [1.11-2.997]) were significantly associated with higher odds of PA. In contrast, as awaited, urine samples did not yield any statistically significant associations for all tested pesticides.
    CONCLUSIONS: Some OCs were associated with higher odds of PA. The underlying mechanisms of pancreatic aggression need to be investigated to refine these findings.
    BACKGROUND: Clinicaltrials.gov NCT04429490.
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  • 文章类型: Journal Article
    这项研究引入了一种新的成像,空间转录组学(ST),和单细胞RNA测序整合管道来表征肿瘤发生过程中的肿瘤细胞状态转变。我们应用了半监督分析管道来检查可能发展为胰腺导管腺癌(PDAC)的癌前胰腺上皮内瘤变(PanIN)。他们对福尔马林固定和石蜡包埋(FFPE)样品的严格诊断限制了人类PanIN在其微环境中的单细胞表征。我们利用整个转录组FFPEST来研究罕见的匹配低度(LG)和高度(HG)PanIN病变队列,以跟踪进展并绘制相对于单细胞PDAC数据集的细胞表型。我们证明了癌症相关成纤维细胞(CAFs),包括抗原呈递CAF,位于靠近PanIN。我们进一步观察到在PanIN进展期间从CAF相关的炎症信号传导到细胞增殖的转变。我们通过单细胞高维成像蛋白质组学和转录组学技术验证了这些发现。总之,我们的空间多组学半监督学习框架对于破译癌变的时空动力学具有广泛的适用性.
    This study introduces a new imaging, spatial transcriptomics (ST), and single-cell RNA-sequencing integration pipeline to characterize neoplastic cell state transitions during tumorigenesis. We applied a semi-supervised analysis pipeline to examine premalignant pancreatic intraepithelial neoplasias (PanINs) that can develop into pancreatic ductal adenocarcinoma (PDAC). Their strict diagnosis on formalin-fixed and paraffin-embedded (FFPE) samples limited the single-cell characterization of human PanINs within their microenvironment. We leverage whole transcriptome FFPE ST to enable the study of a rare cohort of matched low-grade (LG) and high-grade (HG) PanIN lesions to track progression and map cellular phenotypes relative to single-cell PDAC datasets. We demonstrate that cancer-associated fibroblasts (CAFs), including antigen-presenting CAFs, are located close to PanINs. We further observed a transition from CAF-related inflammatory signaling to cellular proliferation during PanIN progression. We validate these findings with single-cell high-dimensional imaging proteomics and transcriptomics technologies. Altogether, our semi-supervised learning framework for spatial multi-omics has broad applicability across cancer types to decipher the spatiotemporal dynamics of carcinogenesis.
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  • 文章类型: Journal Article
    癌症相关恶病质(CC)是一种进行性综合征,其特征是无意的体重减轻,肌肉萎缩,疲劳,和影响大多数胰腺导管腺癌(PDAC)患者的不良结局。在疾病过程的早期识别和分类CC阶段的能力具有挑战性,但对于管理至关重要。
    本研究的主要目的是使用临床方法确定初治PDAC病例中CC阶段总体和性别、种族和民族的患病率,营养,和功能标准。次要目标包括确定较高症状负担的患病率和预测因素,支持性护理需求,和生活质量(QoL),并检查它们对总生存期(OS)的影响。
    一项基于人群的多机构前瞻性队列研究PDAC患者于2018年至2021年由佛罗里达胰腺协作组织进行。利用患者报告的数据和实验室值,参与者在基线时分为四个阶段[非恶病质(NCa),恶病质前期(PCa),恶病质(Ca),和难治性恶病质(RCa)]。多元回归,KaplanMeier分析,并进行Cox回归评估相关性.
    估计309例PDAC的CC阶段(156名女性,153名男性)。NCa的总体患病率,PCa,Ca,RCa为12.9%,24.6%,54.1%,和8.4%,分别。在所有CC阶段中,男性,种族和少数民族的CC患病率最高。标准将NCa病例与其他组区分开来,但没有区分PCa和Ca。最常见的症状包括体重减轻,疲劳,疼痛,焦虑,和抑郁症,随着时间的推移,疼痛明显恶化。最大的支持性护理需求包括情感和身体领域。男性,黑人,那些有RCa的人操作系统最差。
    使用临床,营养,和功能标准,在我们多样化的PDAC病例中,近四分之一,多机构队列在诊断时患有PCa,62.5%的患者患有Ca或RCa.PCa估计值高于先前研究中报道的。我们建议使用这些标准来帮助CC分类,监测,以及所有事故PDAC病例的管理。调查结果还强调了持续情感支持的建议,帮助减轻疼痛,以及整个PDAC治疗过程中的支持性护理需求。
    UNASSIGNED: Cancer-associated cachexia (CC) is a progressive syndrome characterized by unintentional weight loss, muscle atrophy, fatigue, and poor outcomes that affects most patients with pancreatic ductal adenocarcinoma (PDAC). The ability to identify and classify CC stage along its continuum early in the disease process is challenging but critical for management.
    UNASSIGNED: The main objective of this study was to determine the prevalence of CC stage overall and by sex and race and ethnicity among treatment-naïve PDAC cases using clinical, nutritional, and functional criteria. Secondary objectives included identifying the prevalence and predictors of higher symptom burden, supportive care needs, and quality of life (QoL), and examining their influence on overall survival (OS).
    UNASSIGNED: A population-based multi-institutional prospective cohort study of patients with PDAC was conducted between 2018 and 2021 by the Florida Pancreas Collaborative. Leveraging patient-reported data and laboratory values, participants were classified at baseline into four stages [non-cachexia (NCa), pre-cachexia (PCa), cachexia (Ca), and refractory cachexia (RCa)]. Multivariate regression, Kaplan Meier analyses, and Cox regression were conducted to evaluate associations.
    UNASSIGNED: CC stage was estimated for 309 PDAC cases (156 females, 153 males). The overall prevalence of NCa, PCa, Ca, and RCa was 12.9%, 24.6%, 54.1%, and 8.4%, respectively. CC prevalence across all CC stages was highest for males and racial and ethnic minorities. Criteria differentiated NCa cases from other groups, but did not distinguish PCa from Ca. The most frequently reported symptoms included weight loss, fatigue, pain, anxiety, and depression, with pain significantly worsening over time. The greatest supportive care needs included emotional and physical domains. Males, Black people, and those with RCa had the worst OS.
    UNASSIGNED: Using clinical, nutritional, and functional criteria, nearly one-quarter of the PDAC cases in our diverse, multi-institutional cohort had PCa and 62.5% had Ca or RCa at the time of diagnosis. The PCa estimate is higher than that reported in prior studies. We recommend these criteria be used to aid in CC classification, monitoring, and management of all incident PDAC cases. Findings also highlight the recommendation for continued emotional support, assistance in alleviating pain, and supportive care needs throughout the PDAC treatment journey.
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  • 文章类型: Journal Article
    背景:预后差,死亡率高,胰腺导管腺癌(PDAC)是最致命的恶性肿瘤之一。在过去的三十年中,PDAC的护理疗法标准包括吉西他滨,尽管耐药通常通过一系列可能的机制在化疗开始后的几周内发展。
    方法:我们在吉西他滨治疗21天之前和之后,重新分析了28例PDAC患者来源的异种移植(PDX)模型的公开RNA-seq基因表达谱。
    结果:使用归一化RNA-seq定量测量,我们首先确定氧化磷酸化和干扰素α途径是与固有吉西他滨抗性和敏感性相关的基线基因表达谱中两个最丰富的癌症标志基因集。分别。此外,我们发现药物诱导的糖酵解和氧化磷酸化基因的表达变化与吉西他滨的反应之间存在很强的相关性,这表明这些途径可能与获得性吉西他滨耐药机制有关。因此,我们使用这些通路中的基线基因表达谱建立了预测模型,并在诺华的12个PDAC模型的另一个数据集中进行了验证.我们还开发了基于分子特征数据库(MSigDB)精选的50个癌症标志基因集的药物诱导基因表达变化的预测模型。最后,致病性TP53突变与治疗耐药相关。
    结论:我们的结果表明,在吉西他滨治疗后,PDACPDX体内糖酵解和氧化磷酸化途径同时上调,并且在这些模型中,致病性TP53状态与吉西他滨耐药有关。我们的发现可以阐明吉西他滨耐药的分子基础,并为PDAC化疗中的有效药物组合提供见解。
    BACKGROUND: With poor prognosis and high mortality, pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal malignancies. Standard of care therapies for PDAC have included gemcitabine for the past three decades, although resistance often develops within weeks of chemotherapy initiation through an array of possible mechanisms.
    METHODS: We reanalyzed publicly available RNA-seq gene expression profiles of 28 PDAC patient-derived xenograft (PDX) models before and after a 21-day gemcitabine treatment using our validated analysis pipeline to identify molecular markers of intrinsic and acquired resistance.
    RESULTS: Using normalized RNA-seq quantification measurements, we first identified oxidative phosphorylation and interferon alpha pathways as the two most enriched cancer hallmark gene sets in the baseline gene expression profile associated with intrinsic gemcitabine resistance and sensitivity, respectively. Furthermore, we discovered strong correlations between drug-induced expression changes in glycolysis and oxidative phosphorylation genes and response to gemcitabine, which suggests that these pathways may be associated with acquired gemcitabine resistance mechanisms. Thus, we developed prediction models using baseline gene expression profiles in those pathways and validated them in another dataset of 12 PDAC models from Novartis. We also developed prediction models based on drug-induced expression changes in genes from the Molecular Signatures Database (MSigDB)\'s curated 50 cancer hallmark gene sets. Finally, pathogenic TP53 mutations correlated with treatment resistance.
    CONCLUSIONS: Our results demonstrate that concurrent upregulation of both glycolysis and oxidative phosphorylation pathways occurs in vivo in PDAC PDXs following gemcitabine treatment and that pathogenic TP53 status had association with gemcitabine resistance in these models. Our findings may elucidate the molecular basis for gemcitabine resistance and provide insights for effective drug combination in PDAC chemotherapy.
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