何忠虎,北京大學(xué)腫瘤醫(yī)院(北京腫瘤醫(yī)院、北京市腫瘤防治研究所),研究員、博士生導(dǎo)師、遺傳學(xué)研究室副主任、基礎(chǔ)教研室副主任、北京腫瘤醫(yī)院臨床研究管理委員會(huì)委員,北京腫瘤醫(yī)院倫理委員會(huì)委員。
2003年及2008年畢業(yè)于北京大學(xué)公共衛(wèi)生學(xué)院,分獲學(xué)士及博士學(xué)位,2010-2011年美國(guó)西雅圖華盛頓大學(xué)公共衛(wèi)生學(xué)院流行病學(xué)系訪問(wèn)學(xué)者。
入選“北京市百千萬(wàn)人才工程”及“北京市衛(wèi)生系統(tǒng)高層次衛(wèi)生技術(shù)(215)人才計(jì)劃”。現(xiàn)任:中國(guó)科學(xué)技術(shù)協(xié)會(huì)全國(guó)十大代表、北京市科學(xué)技術(shù)協(xié)會(huì)十大代表,中華預(yù)防醫(yī)學(xué)會(huì)常務(wù)理事、黨組成員,中國(guó)醫(yī)藥教育協(xié)會(huì)健康管理專業(yè)委員會(huì)副秘書長(zhǎng),中國(guó)醫(yī)師協(xié)會(huì)消化病理專業(yè)委員會(huì)、循證醫(yī)學(xué)專業(yè)委員會(huì)委員,中國(guó)抗癌協(xié)會(huì)流行病學(xué)專業(yè)委員會(huì)、精準(zhǔn)治療專業(yè)委員會(huì)、病因?qū)W專業(yè)委員會(huì)委員,北京癌癥學(xué)會(huì)循證醫(yī)學(xué)與精準(zhǔn)防治工作委員會(huì)秘書長(zhǎng)、精準(zhǔn)預(yù)防專業(yè)委員會(huì)、臨床研究方法與技術(shù)應(yīng)用專業(yè)委員會(huì)副主任委員,北京抗癌協(xié)會(huì)青年理事會(huì)理事。
研究方向?yàn)?/span>“惡性腫瘤精準(zhǔn)防治的人群與臨床流行病學(xué)研究”和“健康相關(guān)大數(shù)據(jù)的挖掘與應(yīng)用”。作為課題組聯(lián)合負(fù)責(zé)人與學(xué)科帶頭人,聚焦我國(guó)上消化道腫瘤精準(zhǔn)防診治領(lǐng)域關(guān)鍵瓶頸問(wèn)題,帶領(lǐng)團(tuán)隊(duì)長(zhǎng)期扎根我國(guó)農(nóng)村高發(fā)區(qū)一線,與地方政府及醫(yī)療機(jī)構(gòu)合作建立研究基地,開展系統(tǒng)性攻關(guān)工作。在我國(guó)食管癌高發(fā)區(qū)建立兩個(gè)大規(guī)模自然人群專病篩查隊(duì)列(總樣本4萬(wàn)余人,最長(zhǎng)隨訪16年),在上消化道惡性腫瘤高、低發(fā)區(qū)建立臨床機(jī)會(huì)性篩查多中心隊(duì)列(總樣本2萬(wàn)余人,最長(zhǎng)隨訪6年)以及食管癌、胃癌臨床患者生存的真實(shí)世界多中心隊(duì)列(總樣本1.5萬(wàn)人,最長(zhǎng)隨訪14年)。系統(tǒng)推動(dòng)了我國(guó)上消化道惡性腫瘤“防-診-治”工作的精準(zhǔn)化進(jìn)程,在國(guó)際、國(guó)內(nèi)相關(guān)領(lǐng)域引起廣泛關(guān)注。
一、開展國(guó)際首項(xiàng)“評(píng)價(jià)內(nèi)鏡篩檢食管癌效果與衛(wèi)生經(jīng)濟(jì)學(xué)價(jià)值的隨機(jī)對(duì)照研究—ESECC試驗(yàn)”,為我國(guó)食管癌內(nèi)鏡篩查提供高規(guī)格循證醫(yī)學(xué)證據(jù)
該研究在太行山食管癌高發(fā)區(qū)—河南省滑縣全縣域隨機(jī)選取 668個(gè)行政村,按人口加權(quán)后隨機(jī)分為篩檢組和對(duì)照組,總樣本量3.3萬(wàn)人,采集多維度流行病學(xué)數(shù)據(jù)及多種類生物樣本30余萬(wàn)人份。擬通過(guò)長(zhǎng)期隨訪對(duì)篩檢組與隨機(jī)對(duì)照組間晚期食管癌發(fā)病率、死因別死亡率、全因死亡率及相關(guān)衛(wèi)生經(jīng)濟(jì)學(xué)指標(biāo)進(jìn)行比較性評(píng)估。
該研究的成功開展,將為我國(guó)乃至世界范圍內(nèi)食管鱗癌早診早治工作提供首個(gè)來(lái)自隨機(jī)對(duì)照試驗(yàn)的證據(jù),“該不該篩檢(效果評(píng)價(jià))”、“值不值得篩檢(衛(wèi)生經(jīng)濟(jì)學(xué)評(píng)價(jià))”以及“如何篩檢更經(jīng)濟(jì)(精準(zhǔn)篩檢模式構(gòu)建)”等一系列重要公共衛(wèi)生與臨床問(wèn)題將首次得以回答,也將實(shí)現(xiàn)我國(guó)在食管癌篩查效果評(píng)價(jià)領(lǐng)域的關(guān)鍵突破,填補(bǔ)該方向的證據(jù)空白,為我國(guó)食管癌的人群早診早治工作指南的制定提供依據(jù)。
二、基于大規(guī)模“社區(qū)人群”及“臨床門診”專病篩查隊(duì)列,建立“基于個(gè)體化風(fēng)險(xiǎn)預(yù)測(cè)的食管癌精準(zhǔn)篩查新模式”
基于ESECC研究平臺(tái)率先建立符合我國(guó)人群特點(diǎn)的“食管惡性病變現(xiàn)患風(fēng)險(xiǎn)預(yù)測(cè)模型”與“食管癌前病變進(jìn)展風(fēng)險(xiǎn)預(yù)測(cè)模型”并提出相應(yīng)風(fēng)險(xiǎn)分級(jí)標(biāo)準(zhǔn),實(shí)現(xiàn)了食管癌人群篩查工作中“篩查前高危個(gè)體識(shí)別”與“篩查后個(gè)體化內(nèi)鏡監(jiān)測(cè)”。在此基礎(chǔ)上,建立多中心臨床門診隊(duì)列,構(gòu)建首個(gè)適用于機(jī)會(huì)性篩查的食管惡性病變風(fēng)險(xiǎn)預(yù)測(cè)模型,實(shí)現(xiàn)了“臨床機(jī)會(huì)性篩查”工作中所必需的個(gè)體化風(fēng)險(xiǎn)評(píng)估與精準(zhǔn)轉(zhuǎn)診,為該模式在我國(guó)的建立和推廣提供了必要前提與實(shí)用工具。該系列工作對(duì)我國(guó)傳統(tǒng)的篩查模式進(jìn)行系統(tǒng)改革,研發(fā)的風(fēng)險(xiǎn)評(píng)估工具與分級(jí)標(biāo)準(zhǔn)全面覆蓋食管病變發(fā)生和進(jìn)展“全周期”以及人群篩查及臨床機(jī)會(huì)性篩查等“多場(chǎng)景”。以此為核心,構(gòu)建了具有我國(guó)自主知識(shí)產(chǎn)權(quán)的“食管癌精準(zhǔn)篩查新模式”的理論架構(gòu)和證據(jù)體系。
以上述工作為核心內(nèi)容撰寫的中國(guó)科協(xié)政策報(bào)告《關(guān)于建立“中國(guó)特色惡性腫瘤精準(zhǔn)防治新模式”的建議》被中科協(xié)評(píng)為“優(yōu)秀項(xiàng)目”并已被中央辦公廳回函正式采納,預(yù)期將明確影響未來(lái)我國(guó)癌癥防治相關(guān)策略的制定與改革。
三、基于多中心食管癌患者真實(shí)世界臨床隊(duì)列,為食管癌“精準(zhǔn)治療”與“臨床輔助決策”提供高等級(jí)循證醫(yī)學(xué)證據(jù)
采用多中心真實(shí)世界研究設(shè)計(jì),基于北方食管癌高發(fā)區(qū)及南方非高發(fā)區(qū)近6000例食管鱗癌根治術(shù)后患者多維度臨床大數(shù)據(jù)及長(zhǎng)達(dá)10年以上的生存隨訪,構(gòu)建并驗(yàn)證了我國(guó)食管鱗癌患者根治術(shù)后總生存(OS)的個(gè)體化預(yù)測(cè)模型,同時(shí)也為“術(shù)后是否應(yīng)該進(jìn)行輔助放、化療以及什么樣的患者能從中獲益”這一重要臨床問(wèn)題提供了高質(zhì)量的真實(shí)世界證據(jù)。在此基礎(chǔ)上,進(jìn)一步對(duì)“基于腔鏡技術(shù)微創(chuàng)食管切除術(shù)(Minimally Invasive Esophagectomy, MIE)”和“傳統(tǒng)開放食管切除術(shù)(Open Esophagectomy, OE)”的健康結(jié)局進(jìn)行比較,提出與開放術(shù)式相比,微創(chuàng)食管切除術(shù)可作為食管癌根治術(shù)患者首選術(shù)式向臨床推薦。此外,還首次提出了由平均紅細(xì)胞血紅蛋白、纖維蛋白原和白蛋白(mean corpuscular hemoglobin, fibrinogen and albumin)三種常見臨床血液檢查指標(biāo)構(gòu)成的“食管癌根治術(shù)后患者”復(fù)合預(yù)后預(yù)測(cè)指標(biāo)“MF-A”,并證實(shí)這一指標(biāo)具有較高臨床轉(zhuǎn)化價(jià)值。
上述系列臨床研究為食管鱗癌外科領(lǐng)域若干關(guān)鍵臨床問(wèn)題提供了高質(zhì)量的真實(shí)世界證據(jù),有助于我國(guó)食管鱗癌外科治療的個(gè)體化與精準(zhǔn)化發(fā)展,具有重要的臨床應(yīng)用與科研引領(lǐng)意義。。
四、基于多來(lái)源健康相關(guān)大數(shù)據(jù)建立“癌癥發(fā)病-現(xiàn)患-生存監(jiān)測(cè)新模式”,為大規(guī)模癌癥專病隊(duì)列研究隨訪提供新方案
該系列研究工作將“醫(yī)保系統(tǒng)”與“死因監(jiān)測(cè)系統(tǒng)”大數(shù)據(jù)進(jìn)行有機(jī)整合,創(chuàng)新性地應(yīng)用于區(qū)域全人群水平的癌癥發(fā)病、現(xiàn)患與生存監(jiān)測(cè)工作。在南、北方兩個(gè)地區(qū)(總?cè)丝诔^(guò)700萬(wàn))開展實(shí)證性工作,針對(duì)“多來(lái)源大數(shù)據(jù)對(duì)接”、“癌癥新發(fā)病例識(shí)別”、“個(gè)體水平死亡事件抓取”等關(guān)鍵環(huán)節(jié)進(jìn)行攻關(guān),構(gòu)建了一整套數(shù)據(jù)脫敏、清洗、質(zhì)控、對(duì)接、判定、分析、報(bào)告的標(biāo)準(zhǔn)流程,并建立了MIS-CASS(Medical-Insurance-System-based Cancer Surveillance System)模式對(duì)研究區(qū)域的癌癥發(fā)病率、現(xiàn)患率和患者生存率進(jìn)行動(dòng)態(tài)監(jiān)測(cè)與報(bào)告。經(jīng)評(píng)估,該模式具有區(qū)域內(nèi)全人群覆蓋(95%以上)、報(bào)告延遲短(<6個(gè)月)、數(shù)據(jù)質(zhì)量高、運(yùn)維成本低等優(yōu)點(diǎn),且對(duì)于人口異質(zhì)性強(qiáng)且戶籍管控嚴(yán)格的區(qū)域,可更客觀、真實(shí)地反映該區(qū)域腫瘤相關(guān)醫(yī)療資源的實(shí)際消耗水平與疾病負(fù)擔(dān)。在信息化與大數(shù)據(jù)時(shí)代背景下,為我國(guó)癌癥等重大疾病的監(jiān)測(cè)工作提供了重要經(jīng)驗(yàn)和發(fā)展方向。
五、基于高價(jià)值人群隊(duì)列資源及多組學(xué)實(shí)驗(yàn)室檢測(cè)與分析平臺(tái),揭示食管癌非侵入性早期預(yù)警生物標(biāo)志物
建立基因組、微生物宏基因組與Luminex多通道血清學(xué)檢測(cè)與生物信息分析平臺(tái)?;?a target="_blank"href="/Html/Diseases/Main/Index_41540.html" class="keyword_Default Keyword_Type_3">食管癌高發(fā)區(qū)人群篩查專病隊(duì)列,開展高規(guī)格設(shè)計(jì)的“巢式病例對(duì)照研究”、“多時(shí)點(diǎn)自身前后對(duì)照研究”,先后揭示:1)血清中3種腫瘤相關(guān)抗原自身抗體與可實(shí)現(xiàn)食管惡性病變現(xiàn)患的早期診斷;2)食管內(nèi)鏡活檢組織“NOTCH1基因突變”與“CDKN2A基因缺失”可有效預(yù)測(cè)癌前病變進(jìn)展為癌的整體風(fēng)險(xiǎn); 3)口腔11個(gè)菌種的分布特征譜與食管惡性病變現(xiàn)患和累積發(fā)病風(fēng)險(xiǎn)相關(guān)。
該系列研究證實(shí)了利用非侵入性生物標(biāo)志物對(duì)食管惡性病變進(jìn)行早期預(yù)警的潛力,填補(bǔ)了我國(guó)在這一領(lǐng)域的研究空白,為食管癌早期預(yù)警與個(gè)體化風(fēng)險(xiǎn)評(píng)估提供關(guān)鍵基礎(chǔ),也成為課題組“食管鱗癌精準(zhǔn)防治策略”理論框架和證據(jù)體系中的重要一環(huán)。
以上述科研工作為基礎(chǔ),承擔(dān)國(guó)家科技基礎(chǔ)資源調(diào)查重點(diǎn)專項(xiàng)、國(guó)家重點(diǎn)研發(fā)計(jì)劃、國(guó)家自然科學(xué)基金面上項(xiàng)目、973 計(jì)劃、北京市自然科學(xué)基金“京津冀”區(qū)域合作項(xiàng)目、北京市消化協(xié)同中心重點(diǎn)項(xiàng)目等縱向課題與各類公益基金橫向課題十余項(xiàng),科研總經(jīng)費(fèi)3700余萬(wàn)元。累計(jì)發(fā)表科研論文80余篇,其中第一/責(zé)任作者英文論文43篇(總IF:376.64),在GUT, Ann Surg, Clin Gastroenterol Hepatol, Gastrointest Endosc, J Pathol, Clin Infect Dis, Emerg Infect Dis, Am J Epidemiol, J Clin Epidemiol, Br J Cancer, EClinicalMedicine, EBioMedicine, Lancet Reg Health-WP, Pharmacoeconomics等多個(gè)專業(yè)領(lǐng)域權(quán)威期刊發(fā)表系統(tǒng)性論著。主譯《臨床流行病學(xué)-第三版》,參編《精準(zhǔn)健康管理》、《流行病學(xué)研究實(shí)例(第五卷)》、《整合腫瘤學(xué)》等學(xué)術(shù)專著。申報(bào)“大數(shù)據(jù)挖掘技術(shù)與應(yīng)用”相關(guān)方向發(fā)明專利4項(xiàng),獲批軟件著作權(quán)1項(xiàng)。
教學(xué)方面,負(fù)責(zé)課題組研究生的整體定向與指導(dǎo),作為導(dǎo)師培養(yǎng)碩士研究生3名,直博生1名。承擔(dān)北京大學(xué)醫(yī)學(xué)部“臨床研究方法學(xué)-病因?qū)W、診斷學(xué)、治療學(xué)”、北京大學(xué)臨床腫瘤學(xué)院“腫瘤學(xué)總論”、“腫瘤流行病學(xué)研究設(shè)計(jì)與統(tǒng)計(jì)方法”等研究生課程。
近五年代表性論文(2017-2022)
1. Liu M#, Zhou R#, Liu Z#, Guo C, Xu R, Zhou F, Liu A, Yang H, Li F, Duan L, Shen L, Wu Q, Zheng H, Tian H, Liu F, Liu Y, Pan Y, Chen H, Hu Z, Cai H, He Z*, and Ke Y*. Update and validation of a diagnostic model to identify prevalent malignant lesions in esophagus in general population. EClinicalMedicine, 2022.47:101394.
2. Liu M#, Liu Y#, Zhou R#, Liu Z, Guo C, Xu R, Li F, Liu A, Yang H, Zhang S, Shen L, Duan L, Wu Q, Zhao M, Su H, Liu F, Pan Y, Cai H, He Z*, and Ke Y*. Absence of NOTCH1 mutation and presence of CDKN2A deletion predict progression of esophageal lesions. J Pathol. 2022. Publish Ahead of Print.
3. Li F, Hu Y, Guo C, Lei L, Li F, Liu M, Liu Z, Pan Y, Liu F, Liu Y, Hu Z, Chen H, He Z*, and Ke Y*. Economic Burden Conferred by Population-Level Cancer Screening on Resource-Limited Communities: Lessons from the ESECC Trial. Front Oncol, 2022. 12:849368
4. Liang L#, Liu F#, Yang W#, Yang W#, Chen L#, He Y, Liu Z, Zhang L, Zhang F, Cai F, Xu H, Lin M, Liu M, Pan Y, Liu Y, Hu Z, Chen H, He Z*, and Ke Y*. Combined mean corpuscular hemoglobin, fibrinogen and albumin (MF-A) is a novel prognostic marker in patients with resectable esophageal squamous cell carcinoma. Ann Surg Oncol, 2022. Publish Ahead of Print.
5. Tian H, Hu Y, Li Q, Lei L, Liu Z, Liu M, Guo C, Liu F, Liu Y, Pan Y, Dos-Santos-Silva I*, He Z*, and Ke Y*. Estimating cancer survival and prevalence with the Medical-Insurance-System-based Cancer Surveillance System (MIS-CASS): An empirical study in China. EClinicalMedicine, 2021. 33: 100756.
6. Liu F#, Yang W#, Yang W#, Xu R#, Chen L#, He Y#, Liu Z#, Zhou F#, Hou B, Zhang L, Zhang F, Cai F, Xu H, Lin M, Liu M, Pan Y, Liu Y, Hu Z, Chen H, He Z*, and Ke Y*. Minimally invasive or open esophagectomy for treatment of resectable esophageal squamous cell carcinoma? Answer from a real-world multicenter study. Ann Surg, 2021. Publish Ahead of Print.
7. Yang W#, Liu F#, Xu R#, Yang W#, He Y#, Liu Z#, Zhou F#, Heng F, Hou B, Zhang L, Chen L, Zhang F, Cai F, Xu H, Lin M, Liu M, Pan Y, Liu Y, Hu Z, Chen H, He Z*, and Ke Y*. Is adjuvant therapy a better option for esophageal squamous cell carcinoma patients treated with esophagectomy? A prognosis prediction model based on multicenter real-world data. Ann Surg, 2021. Publish Ahead of Print.
8. Wang M#, Liu F#, Pan Y#, Xu R, Li F, Liu A, Yang H, Duan L, Shen L, Wu Q, Liu Y, Liu M, Liu Z, Hu Z, Chen H, Cai H, He Z*, and Ke Y*. Tumor-associated autoantibodies in ESCC screening: Detecting prevalent early-stage malignancy or predicting future cancer risk? EBioMedicine, 2021. 73: 103674.
9. Liu M#, Zhou R#, Guo C, Xu R, Liu A, Yang H, Li F, Duan L, Shen L, Wu Q, Liu Z, Liu F, Liu Y, Pan Y, Cai H, Weiss NS*, He Z* and Ke Y*. Size of Lugol-unstained lesions as a predictor for risk of progression in premalignant lesions of the esophagus. Gastrointest Endosc, 2021. 93(5):1065-1073.
10. Wang H, Liu Z, Guo C, Liu M, He Y, Tian H, Pan Y, Liu F, Liu Y, Hu Z, Chen H, He Z, and Ke Y, Health-seeking behavior and barriers to treatment of patients with upper gastrointestinal cancer detected by screening in rural China: real-world evidence from the ESECC trial. Lancet Reg Health West Pac, 2021. 12: 100181
11. Wang M#, Liu M#, Guo C, Li F, Liu Z, Pan Y, Liu F, Liu Y, Bao H, Hu Z, Cai H, He Z*, and Ke Y*. Association of early-life undernutrition and risk of dyslipidemia in adulthood: a population-based cohort study. BMC Public Health, 2021. 21(1): 2129.
12. Zhou R#, Zheng H#, Liu M#, Liu Z#, Guo C, Tian H, Liu F, Liu Y, Pan Y, Chen H, Hu Z, Cai H, He Z*, and Ke Y*. Development and validation of a questionnaire-based risk scoring system to identify individuals at high risk for gastric cancer in Chinese populations. Chin J Cancer Res, 2021. 33(6):649-658.
13. Tian H#, Liu W#, Song Y, Mi L, Liu Z, Liu M, Guo C, Liu F, Liu Y, Pan Y, Zhu J*, He Z*, and Ke Y. The Incidence of Lymphoma in Beijing: Comparing Results from MIS-CASS (2019) and Beijing Cancer Registry (2017). China CDC Weekly, 2021, 3(52): 1118-1125.
14. Tian H#, Yang W#, Hu Y#, Liu Z#, Chen L, Lei L, Zhang F, Cai F, Xu H, Liu M, Guo C, Chen Y, Xiao P, Chen J, Ji P, Fang Z, Liu F, Liu Y, Pan Y, Dos-Santos-Silva I, He Z* and Ke Y*. Estimating cancer incidence based on claims data from medical insurance systems in two areas lacking cancer registries in China. EClinicalMedicine, 2020. 20:100312.
15. Liu M#, Liu Z#, Liu F#, Guo C, Xu R, Li F, Liu A, Yang H, Zhang S, Shen L, Duan L, Wu Q, Cao C, Pan Y, Liu Y, Li J, Cai H, He Z* and Ke Y*. Absence of Iodine Staining Associates with Progression of Esophageal Lesions in a Prospective Endoscopic Surveillance Study in China. Clin Gastroenterol Hepatol, 2020. 18(7):1626-1635.
16. Liu Z#, Guo C#, He Y#, Chen Y#, Ji P#, Fang Z#, Li F, Tang Y, Chen X, Xiao P, Wang C, Yin W, Guo H, Liu M, Pan Y, Liu F, Liu Y, He Z* and Ke Y*. A clinical model predicting the risk of esophageal high-grade lesions in opportunistic screening: a multicenter real-world study in China. Gastrointest Endosc, 2020. 91(6):1253-1260.
17. Wang M#, Liu M#, Li F, Guo C, Liu Z, Pan Y, Liu Y, Liu F, Cai H, Wu Y, He Z* and Ke Y*. Gender heterogeneity in dyslipidemia prevalence, trends with age and associated factors in middle age rural Chinese. Lipids Health Dis, 2020. 19(1):135.
18. Liu F#, Liu M#, Liu Y#, Guo C, Zhou Y, Li F, Xu R, Liu Z, Deng Q, Li X, Zhang C, Pan Y, Ning T, Dong X, Hu Z, Bao H, Cai H, Silva IDS*, He Z*, and Ke Y*, Oral microbiome and risk of malignant esophageal lesions in a high-risk area of China: A nested case-control study. Chin J Cancer Res, 2020. 32(6): 742-754.
19. He Z and Ke Y*, Precision screening for esophageal squamous cell carcinoma in China. Chin J Cancer Res, 2020. 32(6): 673-682.
20. Wang H#, Cao C#, Guo C, He Y, Li F, Xu R, Liu M, Liu Z, Pan Y, Liu F, Liu Y, Li J, Cai H, He Z* and Ke Y*. An evaluation of EQ-5D-3L health utility scores using five country-specific tariffs in a rural population aged 45-69 years in Hua county, Henan province, China. Health Qual Life Outcomes, 2020. 18(1):228.
21. He Z#, Liu Z#, Liu M#, Guo C, Xu R, Li F, Liu A, Yang H, Shen L, Wu Q, Duan L, Li X, Zhang C, Pan Y, Cai H* and Ke Y*. Efficacy of endoscopic screening for esophageal cancer in China (ESECC): design and preliminary results of a population-based randomised controlled trial. Gut, 2019. 68(2):198-206.
22. Shi C#, Liu M#, Liu Z, Guo C, Li F, Xu R, Liu F, Liu Y, Li J, Cai H, He Z* and Ke Y*. Using health insurance reimbursement data to identify incident cancer cases. J Clin Epidemiol, 2019. 114:141-149.
23. Liu M#, He Z#, Guo C, Xu R, Li F, Ning T, Pan Y, Li Y, Ding H, Zheng L, Zhou Y, Tian X, Yang W, Wang X, Lu F, Zhang Y, Zhao Y, Guo F, Chen K, Gao L, Sun M, Liu Y, Liu F, Hang D, Shen N, Li J, Xu Z, Wang Q, Zhang C, Abliz A, Deng Q, Li X, Liu Z, Zhang C, Yuan W, Wang H, Weiss NS*, Cai H* and Ke Y*. Effectiveness of Intensive Endoscopic Screening for Esophageal Cancer in China: A Community-Based Study. Am J Epidemiol, 2019. 188(4):776-784.
24. Li F#, Li X#, Guo C, Xu R, Li F, Pan Y, Liu M, Liu Z, Shi C, Wang H, Wang M, Tian H, Liu F, Liu Y, Li J, Cai H, Yang L, He Z* and Ke Y*. Estimation of Cost for Endoscopic Screening for Esophageal Cancer in a High-Risk Population in Rural China: Results from a Population-Level Randomized Controlled Trial. Pharmacoeconomics, 2019. 37(6):819-827.
25. Tian H, Xu R, Li F, Guo C, Zhang L, Liu Z, Liu M, Pan Y, He Z* and Ke Y*. Identification of cancer patients using claims data from health insurance systems: A real-world comparative study. Chin J Cancer Res, 2019. 31(4):699-706.
26. Liu M#, Liu F#, Pan Y#, He Z#, Guo C, Zhang C, Li X, Hang D, Wang Q, Liu Y, Li J, Liu Z, Cai H and Ke Y*. Viral Load in the Natural History of Human Papillomavirus Infection Among Men in Rural China: A Population-based Prospective Study. Clin Infect Dis, 2018. 67(12):1861-1867.
27. Li J#, Xu R#, Liu M#, Cai H, Cao C, Liu F, Li F, Guo C, Pan Y, He Z* and Ke Y*. Lugol Chromoendoscopy Detects Esophageal Dysplasia with Low Levels of Sensitivity in a High-Risk Region of China. Clin Gastroenterol Hepatol, 2018. 16(10):1585-1592.
28. Wang H#, Pan Y#, Guo C, Li F, Xu R, Liu M, Liu Z, Liu F, Cai H, Ke Y* and He Z*. Health-related quality of life among rural residents aged 45-69 years in Hua County, Henan Province, China: Results of ESECC Trial for esophageal cancer screening with endoscopy. Chin J Cancer Res, 2018. 30(2):240-253.
29. Liu M#, Liu Z#, Cai H, Guo C, Li X, Zhang C, Wang H, Hang D, Liu F, Deng Q, Yang X, Yuan W, Pan Y, Li J, Zhang C, Shen N, He Z* and Ke Y*. A Model To Identify Individuals at High Risk for Esophageal Squamous Cell Carcinoma and Precancerous Lesions in Regions of High Prevalence in China. Clin Gastroenterol Hepatol, 2017. 15(10):1538-1546.
30. Lin T#, Liu T#, Lin Y, Zhang C, Yan L, Chen Z, He Z* and Wang J*. Serum levels of chemical elements in esophageal squamous cell carcinoma in Anyang, China: a case-control study based on machine learning methods. BMJ Open, 2017. 7(9): e015443.