Evidence map›Paper›PMID 33653818›Full record

ReviewClinical cancer research : an official journal of the American Association for Cancer Research2021

Refining the Molecular Framework for Pancreatic Cancer with Single-cell and Spatial Technologies.

Jimmy A Guo, Hannah I Hoffman, Colin D Weekes, Lei Zheng, David T Ting, William L Hwang

Open access · bronzeAbstract readReview
In one paragraph

Review in Clinical cancer research : an official journal of the American Association for Cancer Research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
0.9field-weighted citation impact, top 23% 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

11 citing papers in PubMed, 12 citations in OpenAlex.

  1. 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

6 authors at 3 institutions in 1 country.

Jimmy A Guo *Department of Radiation Oncology, Massachusetts General Hospital Cancer Center, Boston, Massachusetts.
Hannah I Hoffman *Department of Radiation Oncology, Massachusetts General Hospital Cancer Center, Boston, Massachusetts.
Colin D WeekesDivision of Hematology and Oncology, Department of Medicine, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts.
Lei ZhengDepartment of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
David T TingDivision of Hematology and Oncology, Department of Medicine, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, Massachusetts.
William L HwangDepartment of Radiation Oncology, Massachusetts General Hospital Cancer Center, Boston, Massachusetts. whwang1@mgh.harvard.edu.ORCID 0000-0003-4514-8837
Broad Institute · USMassachusetts General Hospital · USJohns Hopkins University · US

Funding

Transforming Human Pancreatic Cancer Into An Immunologic DiseaseP01CA247886 · NCI · JOHNS HOPKINS UNIVERSITY · PI ANDERS, ROBERT A. · 2021 to 2025
$12.7M
Targeting the Immunosuppressive Tumor Microenvironment of Pancreatic Cancer with a Neoadjuvant Platform Clinical TrialR01CA197296 · NCI · JOHNS HOPKINS UNIVERSITY · PI William Reece Burns, Eric Christenson · 2015 to 2026
$5.7M
Understanding the Relationship of Repeat Expression and MetastasisR01CA240924 · NCI · MASSACHUSETTS GENERAL HOSPITAL · PI GREENBAUM, BENJAMIN, TING, DAVID TSAI · 2019 to 2023
$3.3M
A Statistical Physics Framework for Understanding the Role of Repeat RNA in Tumor ImmunityU01CA228963 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI GREENBAUM, BENJAMIN, TING, DAVID TSAI · 2020 to 2024
$3.2M
Mechanistic Understanding for the Role of Lin28b in Pancreatic Cancer ProgressionR01CA235412 · NCI · MASSACHUSETTS GENERAL HOSPITAL · PI EL-BARDEESY, NABEEL, MOSTOSLAVSKY, RAUL · 2019 to 2023
$3.2M
NCI NIH HHS P01 CA247886NCI NIH HHS R01 CA197296NCI NIH HHS R01 CA235412NCI NIH HHS R01 CA240924NCI NIH HHS U01 CA228963
6 · The paper itself

Abstract

Pancreatic ductal adenocarcinoma (PDAC) is a treatment-refractory malignancy in urgent need of a molecular framework for guiding therapeutic strategies. Bulk transcriptomic efforts over the past decade have yielded two broad consensus subtypes: classical pancreatic/epithelial versus basal-like/squamous/quasi-mesenchymal. Although this binary classification enables prognostic stratification, it does not currently inform the administration of treatments uniquely sensitive to either subtype. Furthermore, bulk mRNA studies are challenged by distinguishing contributions from the neoplastic compartment versus other cell types in the microenvironment, which is accentuated in PDAC given that neoplastic cellularity can be low. The application of single-cell transcriptomics to pancreatic tumors has generally lagged behind other cancer types due in part to the difficulty of extracting high-quality RNA from enzymatically degradative tissue, but emerging studies have and will continue to shed light on intratumoral heterogeneity, malignant-stromal interactions, and subtle transcriptional programs previously obscured at the bulk level. In conjunction with insights provided by single-cell/nucleus dissociative techniques, spatially resolved technologies should also facilitate the contextualization of gene programs and inferred cell-cell interactions within the tumor architecture. Finally, given that patients often receive neoadjuvant chemotherapy and/or chemoradiotherapy even in resectable disease, deciphering the gene programs enriched in or induced by cytotoxic therapy will be crucial for developing insights into complementary treatments aimed at eradicating residual cancer cells. Taken together, single-cell and spatial technologies provide an unprecedented opportunity to refine the foundations laid by prior bulk molecular studies and significantly augment precision oncology efforts in pancreatic cancer.

Indexed as

Carcinoma, Pancreatic DuctalHumansPancreatic NeoplasmsPrecision MedicineTranscriptome

Identifiers

PMID33653818
PMCPMC8282742
OpenAlexW3133803476

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.