Literature DB >> 33653818

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

Jimmy A Guo1,2,3,4, Hannah I Hoffman1,4,5, Colin D Weekes6, Lei Zheng7, David T Ting6, William L Hwang8,4,5.   

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. ©2021 American Association for Cancer Research.

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Year:  2021        PMID: 33653818      PMCID: PMC8282742          DOI: 10.1158/1078-0432.CCR-20-4712

Source DB:  PubMed          Journal:  Clin Cancer Res        ISSN: 1078-0432            Impact factor:   12.531


  65 in total

1.  Projecting cancer incidence and deaths to 2030: the unexpected burden of thyroid, liver, and pancreas cancers in the United States.

Authors:  Lola Rahib; Benjamin D Smith; Rhonda Aizenberg; Allison B Rosenzweig; Julie M Fleshman; Lynn M Matrisian
Journal:  Cancer Res       Date:  2014-06-01       Impact factor: 12.701

2.  Div-Seq: Single-nucleus RNA-Seq reveals dynamics of rare adult newborn neurons.

Authors:  Naomi Habib; Yinqing Li; Matthias Heidenreich; Lukasz Swiech; Inbal Avraham-Davidi; John J Trombetta; Cynthia Hession; Feng Zhang; Aviv Regev
Journal:  Science       Date:  2016-07-28       Impact factor: 47.728

3.  Integrated Genomic Characterization of Pancreatic Ductal Adenocarcinoma.

Authors: 
Journal:  Cancer Cell       Date:  2017-08-14       Impact factor: 31.743

4.  Basal-like and classical cells coexist in pancreatic cancer revealed by single-cell analysis on biopsy-derived pancreatic cancer organoids from the classical subtype.

Authors:  Natalia Juiz; Abdessamad Elkaoutari; Martin Bigonnet; Odile Gayet; Julie Roques; Rémy Nicolle; Juan Iovanna; Nelson Dusetti
Journal:  FASEB J       Date:  2020-07-20       Impact factor: 5.191

Review 5.  Pancreatic cancer.

Authors:  Jorg Kleeff; Murray Korc; Minoti Apte; Carlo La Vecchia; Colin D Johnson; Andrew V Biankin; Rachel E Neale; Margaret Tempero; David A Tuveson; Ralph H Hruban; John P Neoptolemos
Journal:  Nat Rev Dis Primers       Date:  2016-04-21       Impact factor: 52.329

6.  Genomics-Driven Precision Medicine for Advanced Pancreatic Cancer: Early Results from the COMPASS Trial.

Authors:  Kyaw L Aung; Sandra E Fischer; Robert E Denroche; Gun-Ho Jang; Anna Dodd; Sean Creighton; Bernadette Southwood; Sheng-Ben Liang; Dianne Chadwick; Amy Zhang; Grainne M O'Kane; Hamzeh Albaba; Shari Moura; Robert C Grant; Jessica K Miller; Faridah Mbabaali; Danielle Pasternack; Ilinca M Lungu; John M S Bartlett; Sangeet Ghai; Mathieu Lemire; Spring Holter; Ashton A Connor; Richard A Moffitt; Jen Jen Yeh; Lee Timms; Paul M Krzyzanowski; Neesha Dhani; David Hedley; Faiyaz Notta; Julie M Wilson; Malcolm J Moore; Steven Gallinger; Jennifer J Knox
Journal:  Clin Cancer Res       Date:  2017-12-29       Impact factor: 12.531

7.  Massively parallel single-nucleus RNA-seq with DroNc-seq.

Authors:  Naomi Habib; Inbal Avraham-Davidi; Anindita Basu; Tyler Burks; Karthik Shekhar; Matan Hofree; Sourav R Choudhury; François Aguet; Ellen Gelfand; Kristin Ardlie; David A Weitz; Orit Rozenblatt-Rosen; Feng Zhang; Aviv Regev
Journal:  Nat Methods       Date:  2017-08-28       Impact factor: 28.547

8.  Spatial computation of intratumoral T cells correlates with survival of patients with pancreatic cancer.

Authors:  Julienne L Carstens; Pedro Correa de Sampaio; Dalu Yang; Souptik Barua; Huamin Wang; Arvind Rao; James P Allison; Valerie S LeBleu; Raghu Kalluri
Journal:  Nat Commun       Date:  2017-04-27       Impact factor: 14.919

9.  Activated pancreatic stellate cells sequester CD8+ T cells to reduce their infiltration of the juxtatumoral compartment of pancreatic ductal adenocarcinoma.

Authors:  Abasi Ene-Obong; Andrew J Clear; Jennifer Watt; Jun Wang; Rewas Fatah; John C Riches; John F Marshall; Joanne Chin-Aleong; Claude Chelala; John G Gribben; Alan G Ramsay; Hemant M Kocher
Journal:  Gastroenterology       Date:  2013-07-25       Impact factor: 22.682

10.  Serum levels of IL-6 and IL-1β can predict the efficacy of gemcitabine in patients with advanced pancreatic cancer.

Authors:  S Mitsunaga; M Ikeda; S Shimizu; I Ohno; J Furuse; M Inagaki; S Higashi; H Kato; K Terao; A Ochiai
Journal:  Br J Cancer       Date:  2013-04-16       Impact factor: 7.640

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  2 in total

1.  Single-nucleus and spatial transcriptome profiling of pancreatic cancer identifies multicellular dynamics associated with neoadjuvant treatment.

Authors:  William L Hwang; Karthik A Jagadeesh; Jimmy A Guo; Hannah I Hoffman; Payman Yadollahpour; Jason W Reeves; Rahul Mohan; Eugene Drokhlyansky; Nicholas Van Wittenberghe; Orr Ashenberg; Samouil L Farhi; Denis Schapiro; Prajan Divakar; Eric Miller; Daniel R Zollinger; George Eng; Jason M Schenkel; Jennifer Su; Carina Shiau; Patrick Yu; William A Freed-Pastor; Domenic Abbondanza; Arnav Mehta; Joshua Gould; Conner Lambden; Caroline B M Porter; Alexander Tsankov; Danielle Dionne; Julia Waldman; Michael S Cuoco; Lan Nguyen; Toni Delorey; Devan Phillips; Jaimie L Barth; Marina Kem; Clifton Rodrigues; Debora Ciprani; Jorge Roldan; Piotr Zelga; Vjola Jorgji; Jonathan H Chen; Zackery Ely; Daniel Zhao; Kit Fuhrman; Robin Fropf; Joseph M Beechem; Jay S Loeffler; David P Ryan; Colin D Weekes; Cristina R Ferrone; Motaz Qadan; Martin J Aryee; Rakesh K Jain; Donna S Neuberg; Jennifer Y Wo; Theodore S Hong; Ramnik Xavier; Andrew J Aguirre; Orit Rozenblatt-Rosen; Mari Mino-Kenudson; Carlos Fernandez-Del Castillo; Andrew S Liss; David T Ting; Tyler Jacks; Aviv Regev
Journal:  Nat Genet       Date:  2022-07-28       Impact factor: 41.307

Review 2.  Single Cell RNA Sequencing: A New Frontier in Pancreatic Ductal Adenocarcinoma.

Authors:  Maroun Bou Zerdan; Malek Shatila; Dhruv Sarwal; Youssef Bouferraa; Morgan Bou Zerdan; Sabine Allam; Merima Ramovic; Stephen Graziano
Journal:  Cancers (Basel)       Date:  2022-09-22       Impact factor: 6.575

  2 in total

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