Evidence map›Paper›PMID 34586744›Full record

ArticleClinical and translational medicine2021

A multi-omics study delineates new molecular features and therapeutic targets for esophageal squamous cell carcinoma.

Xing Jin, Lei Liu, Jia Wu, Xiaoxia Jin, Guanzhen Yu, Lijun Jia, Fengying Wang, Minxin Shi, Haimin Lu, Jibin Liu and 8 more

Open access · goldAbstract read
In one paragraph

Article in Clinical and translational medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed
3.2field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

38 citing papers in PubMed, 53 citations in OpenAlex.

  1. Article
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  5. Review
  6. Esophageal cancer: from pathogenesis to precision therapies.Signal transduction and targeted therapy · 2026
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors at 5 institutions in 2 countries.

Xing JinCancer Institute, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China.ORCID 0000-0003-2942-1469
Lei LiuDepartment of Thoracic Surgery, The Affiliated Tumor Hospital of Nantong University, Nantong, China.ORCID 0000-0003-0256-0944
Jia WuCancer Institute, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China.ORCID 0000-0002-2697-9160
Xiaoxia JinDepartment of Pathology, The Affiliated Tumor Hospital of Nantong University, Nantong, China.ORCID 0000-0002-2388-5281
Guanzhen YuCancer Institute, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China.ORCID 0000-0001-6193-8148
Lijun JiaCancer Institute, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Fengying WangCancer Institute, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China.ORCID 0000-0002-2833-2379
Minxin ShiDepartment of Thoracic Surgery, The Affiliated Tumor Hospital of Nantong University, Nantong, China.ORCID 0000-0001-6521-1261
Haimin LuDepartment of Thoracic Surgery, The Affiliated Tumor Hospital of Nantong University, Nantong, China.ORCID 0000-0003-0877-9824
Jibin LiuDepartment of Thoracic Surgery, The Affiliated Tumor Hospital of Nantong University, Nantong, China.ORCID 0000-0002-1603-6468
Dan LiuCancer Institute, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China.ORCID 0000-0002-7069-9940
Jing YangCancer Institute, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China.ORCID 0000-0001-9764-5136
Hua LiBio-ID Center, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Yan NiThe Children's Hospital, National Clinical Research Center for Child Health, Zhejiang University School of Medicine, Hangzhou, China.ORCID 0000-0003-1779-7266
Qin LuoCancer Institute, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China.ORCID 0000-0003-0255-8430
Wei JiaHong Kong Traditional Chinese Medicine Phenome Research Center, School of Chinese Medicine, Hong Kong Baptist University, Kowloon Tong, Hong Kong, China.ORCID 0000-0002-3739-8994
Wei WangDepartment of Thoracic Surgery, The Affiliated Tumor Hospital of Nantong University, Nantong, China.
Wen-Lian ChenCancer Institute, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China.ORCID 0000-0002-1359-2549
Shanghai University of Traditional Chinese Medicine · CNNantong University · CNChildren's Hospital of Zhejiang University · CNHong Kong Baptist University · HKShanghai Jiao Tong University · CN

Funding

Gaofeng Clinical Medicine Grant of Shanghai Municipal Education CommissionHealth Commission of Pudong New Area Health and Family Planning Scientific Research Project PW2019E-1National Natural Science Foundation of China 31970708National Natural Science Foundation of China 81770147National Natural Science Foundation of China 81802891National Natural Science Foundation of China 82002953National Scientific and Technological Major Special Project of China 2019ZX09201004-002-013National Thirteenth Five-Year Science and Technology Major Special Project for New Drug Innovation and Development 2017ZX09304001Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher LearningResearch fund of Shanghai Municipal Commission of Health 20174Y0090Shanghai Chenguang Program 18CG47Shanghai Municipal Key Clinical Specialty shslczdzk03701Shanghai Rising-Star Program 18QA1404100Shanghai Youth Talent ProgramThree-Year Plan of Shanghai Municipality for Further Accelerating The Development of Traditional Chinese Medicine ZY(2018-2020)-CCCX-1016Xinling Scholar Program of Shanghai University of Traditional Chinese Medicine
6 · The paper itself

Abstract

Esophageal squamous cell carcinoma (ESCC) is a major histological subtype of esophageal cancer with inferior prognosis. Here, we conducted comprehensive transcriptomic, proteomic, phosphoproteomic, and metabolomic characterization of human, treatment-naive ESCC and paired normal adjacent tissues (cohort 1, n = 24) in an effort to identify new molecular vulnerabilities for ESCC and potential therapeutic targets. Integrative analysis revealed a small group of genes that were related to the active posttranscriptional and posttranslational regulation of ESCC. By using proteomic, phosphoproteomic, and metabolomic data, networks of ESCC-related signaling and metabolic pathways that were closely linked to cancer etiology were unraveled. Notably, integrative analysis of proteomic and phosphoproteomic data pinpointed that certain pathways involved in RNA transcription, processing, and metabolism were stimulated in ESCC. Importantly, proteins with close linkage to ESCC prognosis were identified. By enrolling an ESCC patient cohort 2 (n = 41), three top-ranked prognostic proteins X-prolyl aminopeptidase 3 (XPNPEP3), bromodomain PHD finger transcription factor (BPTF), and fibrillarin (FBL) were verified to have increased expression in ESCC. Among these prognostic proteins, only FBL, a well-known nucleolar methyltransferase, was essential for ESCC cell growth in vitro and in vivo. Furthermore, a validation study using an ESCC patient cohort 3 (n = 100) demonstrated that high FBL expression predicted unfavorable patient survival. Finally, common cancer/testis antigens and established cancer drivers and kinases, all of which could direct therapeutic decisions, were characterized. Collectively, our multi-omics analyses delineated new molecular features associated with ESCC pathobiology involving epigenetic, posttranscriptional, posttranslational, and metabolic characteristics, and unveiled new molecular vulnerabilities with therapeutic potential for ESCC.

Indexed as

Esophageal NeoplasmsEsophageal Squamous Cell CarcinomaComputational BiologyGene Expression ProfilingHumansProteomeProteomicsTranscriptomeProteomeesophageal squamous cell carcinomafibrillarinmolecular featuremulti-omics

Identifiers

PMID34586744
PMCPMC8473482
OpenAlexW3204785058

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.