[摘要] 目的
探究長鏈非編碼RNA(lncRNA)AL365181.2在膽管癌(cholangiocarcinoma,CHOL)中的表達(dá)水平及其對CHOL細(xì)胞功能學(xué)的影響。
方法 對腫瘤基因組圖譜(TCGA)數(shù)據(jù)庫中有關(guān)CHOL患者癌組織和癌旁組織的lncRNA AL365181.2表達(dá)情況的資料進(jìn)行比較,對lncRNA AL365181.2表達(dá)水平與CHOL組織免疫細(xì)胞浸潤情況的關(guān)系進(jìn)行分析,并對lncRNA AL365181.2進(jìn)行GSEA和KEGG富集分析。通過EdU實(shí)驗(yàn)、劃痕實(shí)驗(yàn)、Transwell實(shí)驗(yàn)和裸鼠成瘤實(shí)驗(yàn)分別檢測lncRNA AL365181.2對CHOL細(xì)胞增殖、遷移、侵襲和成瘤能力的影響。
結(jié)果 對TCGA數(shù)據(jù)庫所涉資料的分析結(jié)果顯示,與癌旁組織相比,CHOL組織中l(wèi)ncRNA AL365181.2顯著高表達(dá)(Z=4.00,Plt;0.05),且lncRNA AL365181.2與CHOL組織的記憶T細(xì)胞及樹突狀細(xì)胞浸潤水平顯著相關(guān)(r=0.28、-0.34,Plt;0.05);GSEA分析結(jié)果顯示lncRNA AL365181.2在CHOL細(xì)胞免疫調(diào)節(jié)相關(guān)通路中顯著富集,KEGG富集分析結(jié)果顯示lncRNA AL365181.2在細(xì)胞因子受體互作通路和血管壁細(xì)胞表面互作通路中顯著富集。體內(nèi)外實(shí)驗(yàn)結(jié)果顯示,敲低lncRNA AL365181.2后,CHOL細(xì)胞的增殖、遷移、侵襲及體內(nèi)成瘤能力均顯著降低(t=4.23~173.34,Plt;0.05)。
結(jié)論 lncRNA AL365181.2在CHOL組織中較癌旁組織中高表達(dá),并且表達(dá)水平與免疫細(xì)胞浸潤程度密切相關(guān);lncRNA AL365181.2的表達(dá)水平與CHOL細(xì)胞的增殖能力、遷移能力和侵襲能力密切相關(guān)。
[關(guān)鍵詞] 膽管腫瘤;RNA,長鏈非編碼;基因表達(dá);細(xì)胞增殖;細(xì)胞運(yùn)動(dòng);腫瘤浸潤;致癌作用
[中圖分類號] R735.8
[文獻(xiàn)標(biāo)志碼] A
Expression and biological characteristics of long non-coding RNA AL365181.2 in cholangiocarcinoma
WANG Qinlei, SUN Zhaowei, GUO Jingyun, LI Haoran, FENG Yujie, ZHANG Bingyuan
(Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266003, China)
; [ABSTRACT]\ Objective To investigate the expression level of long non-coding RNA (lncRNA) AL365181.2 in cholangiocarcinoma (CHOL) and its effect on the functional characteristics of CHOL cells.
Methods The Cancer Genome Atlas (TCGA) database was used to compare the expression level of lncRNA AL365181.2 between cancerous tissue and paracancerous tissue in CHOL patients, and the association between the expression level of lncRNA AL365181.2 and immune cell infiltration in CHOL tissue was analyzed. The Gene Set Enrichment Analysis (GSEA) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis were performed for lncRNA AL365181.2. EdU assay, wound healing assay, Transwell assay, and xenograft tumor formation experiment were used to investigate the impact of lncRNA AL365181.2 on the proliferation, migration, invasion, and tumorigenic abilities of CHOL cells.
Results The analysis of TCGA data showed that the expression level of lncRNA AL365181.2 in CHOL tissue was significantly higher than that in paracancerous tissue (Z=4.00,Plt;0.05), and lncRNA AL365181.2 was significantly associated with the infiltration of memory T cells and dendritic cells in CHOL tissue (r=0.28,-0.34,Plt;0.05). The GSEA analysis showed that lncRNA AL365181.2 was significantly enriched in immune regulation pathways in CHOL cells, while the KEGG enrichment analysis showed significant enrichment of lncRNA AL365181.2 in cytokine receptor interaction pathways and cell surface interactions at the vascular wall. In vitro and in vivo experiments showed that after the knockdown of lncRNA AL365181.2, there were significant reductions in the proliferation, migration, invasion, and tumorigenic abilities of CHOL cells (t=4.23-173.34,Plt;0.05).
Conclusion lncRNA AL365181.2 is highly expressed in CHOL tissue compared with paracance-
rous tissue, and its expression level is closely associated with the degree of immune cell infiltration. In addition, the expression level of lncRNA AL365181.2 is closely associated with the proliferation, migration, and invasion abilities of CHOL cells.
[KEY WORDS] Bile duct neoplasms; RNA, long noncoding; Gene expression; Cell proliferation; Cell movement; Neoplasm invasiveness; Carcinogenesis
膽管癌(cholangiocarcinoma,CHOL)是一種起源于膽管上皮細(xì)胞的,具有高度侵襲性且預(yù)后較差的惡性腫瘤。盡管近年來臨床上在CHOL的手術(shù)、化療及靶向治療方面取得了一定進(jìn)展,但CHOL患者的總體生存率仍然很低[1]。根治性手術(shù)目前仍是治療CHOL并延長患者生存期的主要手段,但僅有極少數(shù)患者在確診為CHOL時(shí)具備手術(shù)適應(yīng)證。為提高CHOL的早期診斷率和治療效果,深入研究CHOL發(fā)生發(fā)展的分子機(jī)制顯得尤為重要。長鏈非編碼RNA(lncRNA)作為一類超過200個(gè)核苷酸且不編碼蛋白質(zhì)的RNA分子,近年來在癌癥研究中受到了廣泛關(guān)注[2-3]。lncRNA在細(xì)胞基因表達(dá)調(diào)控、染色質(zhì)修飾、轉(zhuǎn)錄后調(diào)控等方面發(fā)揮著重要作用,其參與了癌細(xì)胞的增殖、侵襲、遷移和凋亡等關(guān)鍵過程,在多種腫瘤中表達(dá)異常[4-5]。因此,本研究通過分析lncRNA AL365181.2在CHOL組織中的表達(dá)水平及探究其表達(dá)水平對CHOL細(xì)胞增殖、遷移和侵襲能力的影響,以期為尋找CHOL的診斷和治療靶點(diǎn)提供新方向。
1 材料與方法
1.1 數(shù)據(jù)的獲取與處理
從腫瘤基因組圖譜(TCGA)數(shù)據(jù)庫(https://portal.gdc.cancer.gov)獲得44例CHOL患者的轉(zhuǎn)錄組數(shù)據(jù)。使用R語言的ggplot2、stats和car包對患者癌組織及癌旁組織中l(wèi)ncRNA AL365181.2的表達(dá)水平進(jìn)行差異性分析。
1.2 CHOL組織中l(wèi)ncRNA AL365181.2表達(dá)水平與免疫細(xì)胞浸潤情況關(guān)系分析
以LM22基因簽名矩陣為參考,使用CIBERSORT工具計(jì)算TCGA數(shù)據(jù)庫中44例CHOL患者癌組織中各種免疫細(xì)胞類型的富集比例,并且對lncRNA AL365181.2表達(dá)水平與免疫細(xì)胞浸潤情況進(jìn)行相關(guān)性分析,使用R語言中的ggplot2包對分析結(jié)果進(jìn)行可視化。
1.3 CHOL組織中l(wèi)ncRNA AL365181.2的GSEA和KEGG富集分析
利用GSEA的預(yù)定義基因集合庫c5.all.v7.0.symbols.gmt和c2.cp.kegg.v7.0.symbols.gmt文件,使用GSEA(4.2.3)軟件對TCGA數(shù)據(jù)庫中44例CHOL患者癌組織的轉(zhuǎn)錄組數(shù)據(jù)進(jìn)行GSEA分析,根據(jù)標(biāo)準(zhǔn)化富集得分來評估基因集顯著性。通過lncRNA AL365181.2的單基因差異分析篩選出顯著差異表達(dá)的基因(Plt;0.05),并將這些基因輸入KEGG數(shù)據(jù)庫(https://www.genome.jp/kegg/pathway.html)中進(jìn)行通路富集分析。
1.4 人CHOL細(xì)胞系的分組及轉(zhuǎn)染
將人CHOL細(xì)胞系HUCCT1、QBC939以及RBE細(xì)胞(均購自中國科學(xué)院上海細(xì)胞庫)分別接種于6孔板中,在培養(yǎng)至細(xì)胞密度為50%~70%時(shí)將三種細(xì)胞分別分為非轉(zhuǎn)染組和轉(zhuǎn)染組。轉(zhuǎn)染組轉(zhuǎn)染si-lncRNA AL365181.2,非轉(zhuǎn)染組轉(zhuǎn)染陰性對照小干擾RNA(siRNA),然后將轉(zhuǎn)染完成的細(xì)胞置于
37 ℃、相對濕度95%、含體積分?jǐn)?shù)0.05的CO2的細(xì)胞培養(yǎng)箱中培養(yǎng)48 h后,用于后續(xù)實(shí)驗(yàn)。
1.5 5-乙炔基-2′-脫氧尿苷(EdU)增殖實(shí)驗(yàn)檢測各組細(xì)胞增殖能力
將1.4中處于對數(shù)生長期的非轉(zhuǎn)染組和轉(zhuǎn)染組HUCCT1、QBC939、RBE細(xì)胞分別接種于96孔板中(每孔2 000個(gè)),待細(xì)胞貼壁后于每孔加入20 μL預(yù)熱的2×EdU工作溶液孵育2 h;吸棄工作液,使用4%多聚甲醛固定細(xì)胞30 min,隨后使用含3% BSA的PBS溶液作為洗滌液繼續(xù)清洗細(xì)胞3次。使用含0.3% TritonX-100的PBS溶液通透細(xì)胞膜15 min,使用Click反應(yīng)溶液和1×Hoechst 33342染色溶液分別標(biāo)記增殖細(xì)胞及所有細(xì)胞的細(xì)胞核,用熒光顯微鏡觀察并記錄每視野下熒光信號。計(jì)算EdU陽性細(xì)胞率評估細(xì)胞增殖情況。EdU陽性細(xì)胞率=(EdU陽性細(xì)胞數(shù)/總細(xì)胞數(shù))×100%。
1.6 Transwell實(shí)驗(yàn)檢測各組細(xì)胞侵襲能力
將含有8 μL孔徑的Transwell小室的上室預(yù)先用Matrigel基質(zhì)膠涂層,并在37 ℃的細(xì)胞培養(yǎng)箱中孵育1 h;將Transwell小室放入24孔板中,并在下室添加含體積分?jǐn)?shù)0.1胎牛血清的完全培養(yǎng)基500 μL。將1.4中分組細(xì)胞使用無血清DMEM培養(yǎng)基重懸,并把細(xì)胞懸液加入上室,培養(yǎng)24 h后使用棉簽輕輕擦拭上室內(nèi)未遷移的細(xì)胞。使用4%多聚甲醛固定Transwell小室中已遷移至下室的細(xì)胞30 min,然后用0.1%結(jié)晶紫染色30 min。通過顯微鏡觀察并計(jì)數(shù)侵襲至下室的細(xì)胞數(shù),以評估細(xì)胞侵襲能力。細(xì)胞侵襲率=(侵襲細(xì)胞數(shù)/接種細(xì)胞數(shù))×100%。
1.7 劃痕實(shí)驗(yàn)檢測各組細(xì)胞遷移能力
將1.4中分組細(xì)胞接種于6孔板中,當(dāng)細(xì)胞鋪滿6孔板底部時(shí),使用200 μL濾芯吸頭尖端進(jìn)行垂直劃痕操作。隨后使用PBS清洗細(xì)胞3次,并于37 ℃、相對濕度95%、含體積分?jǐn)?shù)0.05的CO2的細(xì)胞培養(yǎng)箱中培養(yǎng),分別在培養(yǎng)的第0、48小時(shí)于同一視野下使用熒光顯微鏡進(jìn)行拍攝并測量劃痕面積。細(xì)胞遷移率=(劃痕面積0 h-劃痕面積48 h)/劃痕面積0 h×100%。
1.8 動(dòng)物實(shí)驗(yàn)檢測各組細(xì)胞的體內(nèi)成瘤能力
將6只4周齡裸鼠(購于北京維通利華科技有限公司)隨機(jī)分為對照組和實(shí)驗(yàn)組(每組3只),在無菌條件下用PBS將1.4中非轉(zhuǎn)染組和轉(zhuǎn)染組RBE細(xì)胞的200 μL(約3×106個(gè)細(xì)胞)細(xì)胞懸液分別經(jīng)右側(cè)腋下注射至對照組和實(shí)驗(yàn)組裸鼠皮下。每周觀察裸鼠體表腫瘤生長情況,于第5周時(shí)采用CO2法使裸鼠安樂死,取出裸鼠體內(nèi)腫瘤組織并測量腫瘤體積。腫瘤體積=0.5×腫瘤長度×腫瘤寬度2。
1.9 統(tǒng)計(jì)學(xué)處理
采用R 4.2.1及GraphpadPrism軟件對數(shù)據(jù)進(jìn)行統(tǒng)計(jì)學(xué)分析。符合正態(tài)分布的計(jì)量資料以x-±s表示,兩組間比較采用獨(dú)立樣本t檢驗(yàn);癌組織及癌旁組織中l(wèi)ncRNA AL365181.2的表達(dá)水平差異分析采用R語言中軟細(xì)胞進(jìn)行Mann-Whitney U檢驗(yàn);lncRNA AL365181.2表達(dá)水平與免疫細(xì)胞浸潤之間的關(guān)系采用Pearson法分析。以Plt;0.05為差異有顯著性。
2 結(jié)" 果
2.1 CHOL組織中l(wèi)ncRNA AL365181.2的表達(dá)水平分析
Mann-Whitney U檢驗(yàn)結(jié)果顯示,CHOL組織中l(wèi)ncRNA AL365181.2的表達(dá)水平顯著高于癌旁組織(Z=4.00,Plt;0.05)。
2.2 CHOL組織中l(wèi)ncRNA AL365181.2的GSEA和KEGG富集分析
GSEA結(jié)果顯示,lncRNA AL365181.2在白細(xì)胞介素對信號傳導(dǎo)的負(fù)調(diào)節(jié)、利什曼原蟲感染、血管壁細(xì)胞表面相互作用、FCε受體信號傳導(dǎo)以及淋巴和非淋巴細(xì)胞間的免疫調(diào)節(jié)相互作用等通路中顯著富集;KEGG富集分析表明lncRNA AL365181.2在細(xì)胞因子受體互作通路和血管壁細(xì)胞表面互作通路中顯著富集。
2.3 CHOL組織中l(wèi)ncRNA AL365181.2表達(dá)水平與免疫細(xì)胞浸潤間關(guān)系
使用CIBERSORT分析lncRNA AL365181.2在CHOL組織中表達(dá)水平與22種免疫浸潤細(xì)胞的相關(guān)性,結(jié)果表明記憶T細(xì)胞(Tem)及樹突狀細(xì)胞(DC)的浸潤與lncRNA AL365181.2相關(guān)性最為顯著(r=0.28、-0.34,Plt;0.05)。見圖1。
2.4 lncRNA AL365181.2表達(dá)水平對CHOL細(xì)胞增殖、侵襲和遷移的影響
EdU實(shí)驗(yàn)結(jié)果表明,轉(zhuǎn)染組與非轉(zhuǎn)染組比較,HUCCT1、QBC939和RBE細(xì)胞的增殖能力顯著下降(t=4.23~7.14,Plt;0.05),見圖2;劃痕實(shí)驗(yàn)結(jié)果表明,轉(zhuǎn)染組與非轉(zhuǎn)染組比較,HUCCT1、QBC939和RBE細(xì)胞的遷移能力顯著下降(t=9.56~31.06,Plt;0.05),見圖3;Transwell實(shí)驗(yàn)結(jié)果表明,轉(zhuǎn)染組與非轉(zhuǎn)染組比較,HUCCT1、QBC939和RBE細(xì)胞的侵襲能力顯著下降(t=4.76~9.27,Plt;0.05),見圖4、表1。
2.5 lncRNA AL365181.2的表達(dá)水平對裸鼠體內(nèi)腫瘤增殖的影響
裸鼠皮下成瘤實(shí)驗(yàn)結(jié)果顯示,第5周時(shí)對照組與實(shí)驗(yàn)組裸鼠腫瘤體積分別為(1 700.35±8.41)、(459.72±9.11)mm3,實(shí)驗(yàn)組裸鼠第5周時(shí)腫瘤體積顯著小于對照組(t=173.34,Plt;0.05)。見圖5。
3 討" 論
lncRNA是一類總長度超過200個(gè)核苷酸的RNA分子[6-8],它們不編碼蛋白質(zhì),但在基因表達(dá)調(diào)
控、染色質(zhì)重塑、轉(zhuǎn)錄后調(diào)控和細(xì)胞內(nèi)信號傳導(dǎo)等方面發(fā)揮重要作用[9-10]。lncRNA在腫瘤中的作用機(jī)制多種多樣,其可通過調(diào)控關(guān)鍵信號通路(如PI3K/
Akt、MAPK等)影響腫瘤細(xì)胞的增殖、凋亡以及遷移[11],也可以通過與微小RNA(miRNA)相結(jié)合調(diào)控下游基因的表達(dá),從而影響腫瘤細(xì)胞的行為[12-14]。lncRNA同樣參與了多種生理和病理過程,包括細(xì)胞的增殖、分化、凋亡,以及腫瘤、神經(jīng)退行性疾病等的發(fā)生和發(fā)展[15-16]。
lncRNA AL365181.2在乳腺導(dǎo)管內(nèi)上皮癌和胃惡性腫瘤的進(jìn)展中扮演著重要調(diào)節(jié)角色[17-19]。然而目前尚無研究能夠證實(shí)lncRNA AL365181.2與CHOL的相關(guān)性。本研究通過分析TCGA數(shù)據(jù)庫中CHOL患者的轉(zhuǎn)錄組數(shù)據(jù),結(jié)果發(fā)現(xiàn)lncRNA AL365181.2在CHOL組織中表達(dá)水平較癌旁組織更高。免疫細(xì)胞浸潤在腫瘤的發(fā)展中起關(guān)鍵作用[20-22],本研究對CHOL組織中免疫細(xì)胞浸潤情況的分析表明,lncRNA AL365181.2表達(dá)水平與多種免疫細(xì)胞亞群的浸潤程度相關(guān),特別是與Tem及DC的相關(guān)性最為顯著。隨著lncRNA AL365181.2表達(dá)水平的增加,Tem的浸潤程度也增加,而DC的浸潤程度則減少,這表明lncRNA AL365181.2對于CHOL中免疫細(xì)胞浸潤可能具有調(diào)控作用,但其具體機(jī)制尚不明確。因此本研究進(jìn)一步分析了lncRNA AL365181.2的富集通路,其中GSEA結(jié)果顯示,lncRNA AL365181.2在多條免疫調(diào)節(jié)相關(guān)信號通路當(dāng)中顯著富集,而KEGG富集分析結(jié)果表明,lncRNA AL365181.2在細(xì)胞因子受體互作通路和血管壁細(xì)胞表面互作通路中顯著富集。盡管上述通路未表明lncRNA AL365181.2與CHOL的發(fā)生直接相關(guān),但它們可能是未來研究的重要方向之一。
為進(jìn)一步驗(yàn)證lncRNA AL365181.2表達(dá)水平對CHOL進(jìn)展的影響,本研究進(jìn)行了CHOL細(xì)胞的體內(nèi)外實(shí)驗(yàn)。EdU實(shí)驗(yàn)、劃痕實(shí)驗(yàn)和Transwell實(shí)驗(yàn)結(jié)果均表明,敲低CHOL細(xì)胞中的lncRNA AL365181.2能顯著抑制CHOL細(xì)胞的增殖、遷移和侵襲能力;裸鼠體內(nèi)實(shí)驗(yàn)的結(jié)果則表明,lncRNA AL365181.2表達(dá)水平下降能夠抑制CHOL細(xì)胞在裸鼠體內(nèi)的成瘤能力,為CHOL腫瘤抑制策略的研究提供了重要實(shí)驗(yàn)依據(jù)。
本研究揭示了lncRNA AL365181.2在CHOL中的潛在作用,但其具體機(jī)制仍需進(jìn)一步探索,根據(jù)目前研究推測有如下機(jī)制:①lncRNA AL365181.2可能通過自身與染色質(zhì)重塑復(fù)合物(如polycomb抑制復(fù)合物2)相互作用調(diào)節(jié)特定靶基因表達(dá),從而影響了CHOL細(xì)胞的增殖和存活[23];②lncRNA AL365181.2可能作為競爭性內(nèi)源RNA[24],通過吸附某些miRNA(例如miR-34a),從而釋放靶基因(例如BCL2、CDK6),以促進(jìn)CHOL細(xì)胞的增殖和侵襲[25]。
本研究存在一些局限性。首先,本研究樣本量較少,可能導(dǎo)致研究結(jié)果產(chǎn)生一定偏差。其次,研究數(shù)據(jù)主要來源于TCGA數(shù)據(jù)庫,缺乏對不同種族、地域和臨床背景的廣泛覆蓋。因此,我們未來的研究應(yīng)擴(kuò)大樣本量,納入更多的臨床樣本數(shù)據(jù),從而提高結(jié)果的可信度。另外,lncRNA AL365181.2作為CHOL的潛在生物標(biāo)志物,其在CHOL臨床診斷和治療中的應(yīng)用價(jià)值有待進(jìn)一步驗(yàn)證。未來的研究也應(yīng)聚焦于lncRNA AL365181.2作為CHOL診斷和預(yù)后評估標(biāo)志物的可行性。
綜上所述,lncRNA AL365181.2在CHOL組織中顯著上調(diào),其表達(dá)水平與CHOL中免疫細(xì)胞浸潤情況密切相關(guān),并且可能通過調(diào)節(jié)免疫相關(guān)通路影響CHOL的發(fā)生發(fā)展;敲低裸鼠體內(nèi)lncRNA AL365181.2表達(dá)水平可顯著抑制CHOL細(xì)胞的增殖、遷移、侵襲與成瘤能力。
倫理批準(zhǔn)和動(dòng)物權(quán)利聲明:本研究涉及的所有動(dòng)物實(shí)驗(yàn)均已通過青島大學(xué)醫(yī)學(xué)倫理委員會的審核批準(zhǔn)(文件號AHQU-MAL202209-02)。所有實(shí)驗(yàn)過程均遵照《赫爾辛基宣言》和中國有關(guān)臨床試驗(yàn)研究規(guī)范法規(guī)進(jìn)行。
作者聲明:王欽磊、孫兆偉、郭敬允、李浩然參與了研究設(shè)計(jì);王欽磊、馮玉杰、張炳遠(yuǎn)參與了論文的寫作和修改。所有作者均閱讀并同意發(fā)表該論文,且均聲明不存在利益沖突。
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(本文編輯 范睿心 厲建強(qiáng))