Loading…

Lineage Tracing in Humans Enabled by Mitochondrial Mutations and Single-Cell Genomics

Lineage tracing provides key insights into the fate of individual cells in complex organisms. Although effective genetic labeling approaches are available in model systems, in humans, most approaches require detection of nuclear somatic mutations, which have high error rates, limited scale, and do n...

Full description

Saved in:
Bibliographic Details
Published in:Cell 2019-03, Vol.176 (6), p.1325-1339.e22
Main Authors: Ludwig, Leif S., Lareau, Caleb A., Ulirsch, Jacob C., Christian, Elena, Muus, Christoph, Li, Lauren H., Pelka, Karin, Ge, Will, Oren, Yaara, Brack, Alison, Law, Travis, Rodman, Christopher, Chen, Jonathan H., Boland, Genevieve M., Hacohen, Nir, Rozenblatt-Rosen, Orit, Aryee, Martin J., Buenrostro, Jason D., Regev, Aviv, Sankaran, Vijay G.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c570t-a299b67a9e30611be5ae0f6919e65bdada78bfa0830ce8ea35cb82cfa95199ae3
cites cdi_FETCH-LOGICAL-c570t-a299b67a9e30611be5ae0f6919e65bdada78bfa0830ce8ea35cb82cfa95199ae3
container_end_page 1339.e22
container_issue 6
container_start_page 1325
container_title Cell
container_volume 176
creator Ludwig, Leif S.
Lareau, Caleb A.
Ulirsch, Jacob C.
Christian, Elena
Muus, Christoph
Li, Lauren H.
Pelka, Karin
Ge, Will
Oren, Yaara
Brack, Alison
Law, Travis
Rodman, Christopher
Chen, Jonathan H.
Boland, Genevieve M.
Hacohen, Nir
Rozenblatt-Rosen, Orit
Aryee, Martin J.
Buenrostro, Jason D.
Regev, Aviv
Sankaran, Vijay G.
description Lineage tracing provides key insights into the fate of individual cells in complex organisms. Although effective genetic labeling approaches are available in model systems, in humans, most approaches require detection of nuclear somatic mutations, which have high error rates, limited scale, and do not capture cell state information. Here, we show that somatic mutations in mtDNA can be tracked by single-cell RNA or assay for transposase accessible chromatin (ATAC) sequencing. We leverage somatic mtDNA mutations as natural genetic barcodes and demonstrate their utility as highly accurate clonal markers to infer cellular relationships. We track native human cells both in vitro and in vivo and relate clonal dynamics to gene expression and chromatin accessibility. Our approach should allow clonal tracking at a 1,000-fold greater scale than with nuclear genome sequencing, with simultaneous information on cell state, opening the way to chart cellular dynamics in human health and disease. [Display omitted] •Somatic mtDNA mutations can track cellular relationships and hierarchies in vitro•Single-cell genomic assays faithfully detect mtDNA mutations•Lineage inference can be combined with gene expression or chromatin state profiles•mtDNA mutations enable studies of clonal architecture in human health and disease Using single-cell sequencing technologies, somatic mutations in mtDNA can be used as natural genetic barcodes to study cellular states and clonal dynamics.
doi_str_mv 10.1016/j.cell.2019.01.022
format article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6408267</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0092867419300558</els_id><sourcerecordid>2187953600</sourcerecordid><originalsourceid>FETCH-LOGICAL-c570t-a299b67a9e30611be5ae0f6919e65bdada78bfa0830ce8ea35cb82cfa95199ae3</originalsourceid><addsrcrecordid>eNp9kUFr3DAQhUVoSbZJ_kAPxcde7I7ktWRBKZQlTQobemhyFmN5vNFiS6lkB_Lvq2XT0F56msN8783wHmPvOVQcuPy0ryyNYyWA6wp4BUKcsBUHrco1V-INWwFoUbZSrc_Yu5T2ANA2TXPKzmpohZJKr9j91nnCHRV3Ea3zu8L54maZ0KfiymM3Ul90z8Wtm4N9CL6PDsfidplxdiEj6PviZ1aNVG7yK8U1-TA5my7Y2wHHRJcv85zdf7u629yU2x_X3zdft6VtFMwlCq07qVBTDZLzjhokGKTmmmTT9dijarsBoa3BUktYN7ZrhR1QN1xrpPqcfTn6Pi7dRL0lP0cczWN0E8ZnE9CZfzfePZhdeDJynROQKht8fDGI4ddCaTaTS4dU0VNYkhG8VbqpJUBGxRG1MaQUaXg9w8Ec-jB7c1CaQx8GuMl9ZNGHvx98lfwpIAOfjwDlmJ4cRZOsI2-pd5HsbPrg_uf_G7h0ngE</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2187953600</pqid></control><display><type>article</type><title>Lineage Tracing in Humans Enabled by Mitochondrial Mutations and Single-Cell Genomics</title><source>Elsevier ScienceDirect Journals</source><creator>Ludwig, Leif S. ; Lareau, Caleb A. ; Ulirsch, Jacob C. ; Christian, Elena ; Muus, Christoph ; Li, Lauren H. ; Pelka, Karin ; Ge, Will ; Oren, Yaara ; Brack, Alison ; Law, Travis ; Rodman, Christopher ; Chen, Jonathan H. ; Boland, Genevieve M. ; Hacohen, Nir ; Rozenblatt-Rosen, Orit ; Aryee, Martin J. ; Buenrostro, Jason D. ; Regev, Aviv ; Sankaran, Vijay G.</creator><creatorcontrib>Ludwig, Leif S. ; Lareau, Caleb A. ; Ulirsch, Jacob C. ; Christian, Elena ; Muus, Christoph ; Li, Lauren H. ; Pelka, Karin ; Ge, Will ; Oren, Yaara ; Brack, Alison ; Law, Travis ; Rodman, Christopher ; Chen, Jonathan H. ; Boland, Genevieve M. ; Hacohen, Nir ; Rozenblatt-Rosen, Orit ; Aryee, Martin J. ; Buenrostro, Jason D. ; Regev, Aviv ; Sankaran, Vijay G.</creatorcontrib><description>Lineage tracing provides key insights into the fate of individual cells in complex organisms. Although effective genetic labeling approaches are available in model systems, in humans, most approaches require detection of nuclear somatic mutations, which have high error rates, limited scale, and do not capture cell state information. Here, we show that somatic mutations in mtDNA can be tracked by single-cell RNA or assay for transposase accessible chromatin (ATAC) sequencing. We leverage somatic mtDNA mutations as natural genetic barcodes and demonstrate their utility as highly accurate clonal markers to infer cellular relationships. We track native human cells both in vitro and in vivo and relate clonal dynamics to gene expression and chromatin accessibility. Our approach should allow clonal tracking at a 1,000-fold greater scale than with nuclear genome sequencing, with simultaneous information on cell state, opening the way to chart cellular dynamics in human health and disease. [Display omitted] •Somatic mtDNA mutations can track cellular relationships and hierarchies in vitro•Single-cell genomic assays faithfully detect mtDNA mutations•Lineage inference can be combined with gene expression or chromatin state profiles•mtDNA mutations enable studies of clonal architecture in human health and disease Using single-cell sequencing technologies, somatic mutations in mtDNA can be used as natural genetic barcodes to study cellular states and clonal dynamics.</description><identifier>ISSN: 0092-8674</identifier><identifier>ISSN: 1097-4172</identifier><identifier>EISSN: 1097-4172</identifier><identifier>DOI: 10.1016/j.cell.2019.01.022</identifier><identifier>PMID: 30827679</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Base Sequence ; Cell Lineage ; Chromatin ; chronic myeloid leukemia ; colon cancer ; Colorectal Neoplasms - genetics ; Colorectal Neoplasms - pathology ; DNA, Mitochondrial - genetics ; Genomics - methods ; HEK293 Cells ; hematopoiesis ; Hematopoietic Stem Cells - physiology ; High-Throughput Nucleotide Sequencing - methods ; Humans ; lineage tracing ; Mitochondria - genetics ; mitochondrial DNA ; mtDNA ; Mutation ; sequencing ; single cell genomics ; Single-Cell Analysis ; somatic mutations ; Transposases</subject><ispartof>Cell, 2019-03, Vol.176 (6), p.1325-1339.e22</ispartof><rights>2019 Elsevier Inc.</rights><rights>Copyright © 2019 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c570t-a299b67a9e30611be5ae0f6919e65bdada78bfa0830ce8ea35cb82cfa95199ae3</citedby><cites>FETCH-LOGICAL-c570t-a299b67a9e30611be5ae0f6919e65bdada78bfa0830ce8ea35cb82cfa95199ae3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0092867419300558$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,780,784,885,3549,27924,27925,45780</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30827679$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ludwig, Leif S.</creatorcontrib><creatorcontrib>Lareau, Caleb A.</creatorcontrib><creatorcontrib>Ulirsch, Jacob C.</creatorcontrib><creatorcontrib>Christian, Elena</creatorcontrib><creatorcontrib>Muus, Christoph</creatorcontrib><creatorcontrib>Li, Lauren H.</creatorcontrib><creatorcontrib>Pelka, Karin</creatorcontrib><creatorcontrib>Ge, Will</creatorcontrib><creatorcontrib>Oren, Yaara</creatorcontrib><creatorcontrib>Brack, Alison</creatorcontrib><creatorcontrib>Law, Travis</creatorcontrib><creatorcontrib>Rodman, Christopher</creatorcontrib><creatorcontrib>Chen, Jonathan H.</creatorcontrib><creatorcontrib>Boland, Genevieve M.</creatorcontrib><creatorcontrib>Hacohen, Nir</creatorcontrib><creatorcontrib>Rozenblatt-Rosen, Orit</creatorcontrib><creatorcontrib>Aryee, Martin J.</creatorcontrib><creatorcontrib>Buenrostro, Jason D.</creatorcontrib><creatorcontrib>Regev, Aviv</creatorcontrib><creatorcontrib>Sankaran, Vijay G.</creatorcontrib><title>Lineage Tracing in Humans Enabled by Mitochondrial Mutations and Single-Cell Genomics</title><title>Cell</title><addtitle>Cell</addtitle><description>Lineage tracing provides key insights into the fate of individual cells in complex organisms. Although effective genetic labeling approaches are available in model systems, in humans, most approaches require detection of nuclear somatic mutations, which have high error rates, limited scale, and do not capture cell state information. Here, we show that somatic mutations in mtDNA can be tracked by single-cell RNA or assay for transposase accessible chromatin (ATAC) sequencing. We leverage somatic mtDNA mutations as natural genetic barcodes and demonstrate their utility as highly accurate clonal markers to infer cellular relationships. We track native human cells both in vitro and in vivo and relate clonal dynamics to gene expression and chromatin accessibility. Our approach should allow clonal tracking at a 1,000-fold greater scale than with nuclear genome sequencing, with simultaneous information on cell state, opening the way to chart cellular dynamics in human health and disease. [Display omitted] •Somatic mtDNA mutations can track cellular relationships and hierarchies in vitro•Single-cell genomic assays faithfully detect mtDNA mutations•Lineage inference can be combined with gene expression or chromatin state profiles•mtDNA mutations enable studies of clonal architecture in human health and disease Using single-cell sequencing technologies, somatic mutations in mtDNA can be used as natural genetic barcodes to study cellular states and clonal dynamics.</description><subject>Base Sequence</subject><subject>Cell Lineage</subject><subject>Chromatin</subject><subject>chronic myeloid leukemia</subject><subject>colon cancer</subject><subject>Colorectal Neoplasms - genetics</subject><subject>Colorectal Neoplasms - pathology</subject><subject>DNA, Mitochondrial - genetics</subject><subject>Genomics - methods</subject><subject>HEK293 Cells</subject><subject>hematopoiesis</subject><subject>Hematopoietic Stem Cells - physiology</subject><subject>High-Throughput Nucleotide Sequencing - methods</subject><subject>Humans</subject><subject>lineage tracing</subject><subject>Mitochondria - genetics</subject><subject>mitochondrial DNA</subject><subject>mtDNA</subject><subject>Mutation</subject><subject>sequencing</subject><subject>single cell genomics</subject><subject>Single-Cell Analysis</subject><subject>somatic mutations</subject><subject>Transposases</subject><issn>0092-8674</issn><issn>1097-4172</issn><issn>1097-4172</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp9kUFr3DAQhUVoSbZJ_kAPxcde7I7ktWRBKZQlTQobemhyFmN5vNFiS6lkB_Lvq2XT0F56msN8783wHmPvOVQcuPy0ryyNYyWA6wp4BUKcsBUHrco1V-INWwFoUbZSrc_Yu5T2ANA2TXPKzmpohZJKr9j91nnCHRV3Ea3zu8L54maZ0KfiymM3Ul90z8Wtm4N9CL6PDsfidplxdiEj6PviZ1aNVG7yK8U1-TA5my7Y2wHHRJcv85zdf7u629yU2x_X3zdft6VtFMwlCq07qVBTDZLzjhokGKTmmmTT9dijarsBoa3BUktYN7ZrhR1QN1xrpPqcfTn6Pi7dRL0lP0cczWN0E8ZnE9CZfzfePZhdeDJynROQKht8fDGI4ddCaTaTS4dU0VNYkhG8VbqpJUBGxRG1MaQUaXg9w8Ec-jB7c1CaQx8GuMl9ZNGHvx98lfwpIAOfjwDlmJ4cRZOsI2-pd5HsbPrg_uf_G7h0ngE</recordid><startdate>20190307</startdate><enddate>20190307</enddate><creator>Ludwig, Leif S.</creator><creator>Lareau, Caleb A.</creator><creator>Ulirsch, Jacob C.</creator><creator>Christian, Elena</creator><creator>Muus, Christoph</creator><creator>Li, Lauren H.</creator><creator>Pelka, Karin</creator><creator>Ge, Will</creator><creator>Oren, Yaara</creator><creator>Brack, Alison</creator><creator>Law, Travis</creator><creator>Rodman, Christopher</creator><creator>Chen, Jonathan H.</creator><creator>Boland, Genevieve M.</creator><creator>Hacohen, Nir</creator><creator>Rozenblatt-Rosen, Orit</creator><creator>Aryee, Martin J.</creator><creator>Buenrostro, Jason D.</creator><creator>Regev, Aviv</creator><creator>Sankaran, Vijay G.</creator><general>Elsevier Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20190307</creationdate><title>Lineage Tracing in Humans Enabled by Mitochondrial Mutations and Single-Cell Genomics</title><author>Ludwig, Leif S. ; Lareau, Caleb A. ; Ulirsch, Jacob C. ; Christian, Elena ; Muus, Christoph ; Li, Lauren H. ; Pelka, Karin ; Ge, Will ; Oren, Yaara ; Brack, Alison ; Law, Travis ; Rodman, Christopher ; Chen, Jonathan H. ; Boland, Genevieve M. ; Hacohen, Nir ; Rozenblatt-Rosen, Orit ; Aryee, Martin J. ; Buenrostro, Jason D. ; Regev, Aviv ; Sankaran, Vijay G.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c570t-a299b67a9e30611be5ae0f6919e65bdada78bfa0830ce8ea35cb82cfa95199ae3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Base Sequence</topic><topic>Cell Lineage</topic><topic>Chromatin</topic><topic>chronic myeloid leukemia</topic><topic>colon cancer</topic><topic>Colorectal Neoplasms - genetics</topic><topic>Colorectal Neoplasms - pathology</topic><topic>DNA, Mitochondrial - genetics</topic><topic>Genomics - methods</topic><topic>HEK293 Cells</topic><topic>hematopoiesis</topic><topic>Hematopoietic Stem Cells - physiology</topic><topic>High-Throughput Nucleotide Sequencing - methods</topic><topic>Humans</topic><topic>lineage tracing</topic><topic>Mitochondria - genetics</topic><topic>mitochondrial DNA</topic><topic>mtDNA</topic><topic>Mutation</topic><topic>sequencing</topic><topic>single cell genomics</topic><topic>Single-Cell Analysis</topic><topic>somatic mutations</topic><topic>Transposases</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ludwig, Leif S.</creatorcontrib><creatorcontrib>Lareau, Caleb A.</creatorcontrib><creatorcontrib>Ulirsch, Jacob C.</creatorcontrib><creatorcontrib>Christian, Elena</creatorcontrib><creatorcontrib>Muus, Christoph</creatorcontrib><creatorcontrib>Li, Lauren H.</creatorcontrib><creatorcontrib>Pelka, Karin</creatorcontrib><creatorcontrib>Ge, Will</creatorcontrib><creatorcontrib>Oren, Yaara</creatorcontrib><creatorcontrib>Brack, Alison</creatorcontrib><creatorcontrib>Law, Travis</creatorcontrib><creatorcontrib>Rodman, Christopher</creatorcontrib><creatorcontrib>Chen, Jonathan H.</creatorcontrib><creatorcontrib>Boland, Genevieve M.</creatorcontrib><creatorcontrib>Hacohen, Nir</creatorcontrib><creatorcontrib>Rozenblatt-Rosen, Orit</creatorcontrib><creatorcontrib>Aryee, Martin J.</creatorcontrib><creatorcontrib>Buenrostro, Jason D.</creatorcontrib><creatorcontrib>Regev, Aviv</creatorcontrib><creatorcontrib>Sankaran, Vijay G.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cell</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ludwig, Leif S.</au><au>Lareau, Caleb A.</au><au>Ulirsch, Jacob C.</au><au>Christian, Elena</au><au>Muus, Christoph</au><au>Li, Lauren H.</au><au>Pelka, Karin</au><au>Ge, Will</au><au>Oren, Yaara</au><au>Brack, Alison</au><au>Law, Travis</au><au>Rodman, Christopher</au><au>Chen, Jonathan H.</au><au>Boland, Genevieve M.</au><au>Hacohen, Nir</au><au>Rozenblatt-Rosen, Orit</au><au>Aryee, Martin J.</au><au>Buenrostro, Jason D.</au><au>Regev, Aviv</au><au>Sankaran, Vijay G.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Lineage Tracing in Humans Enabled by Mitochondrial Mutations and Single-Cell Genomics</atitle><jtitle>Cell</jtitle><addtitle>Cell</addtitle><date>2019-03-07</date><risdate>2019</risdate><volume>176</volume><issue>6</issue><spage>1325</spage><epage>1339.e22</epage><pages>1325-1339.e22</pages><issn>0092-8674</issn><issn>1097-4172</issn><eissn>1097-4172</eissn><abstract>Lineage tracing provides key insights into the fate of individual cells in complex organisms. Although effective genetic labeling approaches are available in model systems, in humans, most approaches require detection of nuclear somatic mutations, which have high error rates, limited scale, and do not capture cell state information. Here, we show that somatic mutations in mtDNA can be tracked by single-cell RNA or assay for transposase accessible chromatin (ATAC) sequencing. We leverage somatic mtDNA mutations as natural genetic barcodes and demonstrate their utility as highly accurate clonal markers to infer cellular relationships. We track native human cells both in vitro and in vivo and relate clonal dynamics to gene expression and chromatin accessibility. Our approach should allow clonal tracking at a 1,000-fold greater scale than with nuclear genome sequencing, with simultaneous information on cell state, opening the way to chart cellular dynamics in human health and disease. [Display omitted] •Somatic mtDNA mutations can track cellular relationships and hierarchies in vitro•Single-cell genomic assays faithfully detect mtDNA mutations•Lineage inference can be combined with gene expression or chromatin state profiles•mtDNA mutations enable studies of clonal architecture in human health and disease Using single-cell sequencing technologies, somatic mutations in mtDNA can be used as natural genetic barcodes to study cellular states and clonal dynamics.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>30827679</pmid><doi>10.1016/j.cell.2019.01.022</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0092-8674
ispartof Cell, 2019-03, Vol.176 (6), p.1325-1339.e22
issn 0092-8674
1097-4172
1097-4172
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6408267
source Elsevier ScienceDirect Journals
subjects Base Sequence
Cell Lineage
Chromatin
chronic myeloid leukemia
colon cancer
Colorectal Neoplasms - genetics
Colorectal Neoplasms - pathology
DNA, Mitochondrial - genetics
Genomics - methods
HEK293 Cells
hematopoiesis
Hematopoietic Stem Cells - physiology
High-Throughput Nucleotide Sequencing - methods
Humans
lineage tracing
Mitochondria - genetics
mitochondrial DNA
mtDNA
Mutation
sequencing
single cell genomics
Single-Cell Analysis
somatic mutations
Transposases
title Lineage Tracing in Humans Enabled by Mitochondrial Mutations and Single-Cell Genomics
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-18T20%3A37%3A50IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Lineage%20Tracing%20in%20Humans%20Enabled%20by%20Mitochondrial%20Mutations%20and%20Single-Cell%20Genomics&rft.jtitle=Cell&rft.au=Ludwig,%20Leif%20S.&rft.date=2019-03-07&rft.volume=176&rft.issue=6&rft.spage=1325&rft.epage=1339.e22&rft.pages=1325-1339.e22&rft.issn=0092-8674&rft.eissn=1097-4172&rft_id=info:doi/10.1016/j.cell.2019.01.022&rft_dat=%3Cproquest_pubme%3E2187953600%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c570t-a299b67a9e30611be5ae0f6919e65bdada78bfa0830ce8ea35cb82cfa95199ae3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2187953600&rft_id=info:pmid/30827679&rfr_iscdi=true