cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23728/b2share.42b65817f01941bfac707b1fc4445751
title: TAD-Net: An Approach for Realtime Action Detection Based on TCN and GCN in Digital Twin Shop-floor

description: We proposed a real-time detection approach for shop-floor production action, this approach took the sequence data of continuous human skeleton joints sequence as input, reconstructed the Joint Classification-Regression Recurrent Neural Networks (JCR-RNN) based on Temporal Convolution Network (TCN) and Graph Convolution Network (GCN), constructed our Temporal Action Detection Net (TAD-Net), realized real-time shop-floor production action detection. DO I(10.12688/digitaltwin.17408.1)
DOI: 10.6084/m9.figshare.17049860
title: LSSS_data file.xls

description: Life skills data <br>
DOI: 10.5517/ccdc.csd.cc28q7w4
title: CCDC 2106756: Experimental Crystal Structure Determination

description: Related Article: Qi Di, Jiaqi Li, Zhanrui Zhang, Xu Yu, Baolei Tang, Houyu Zhang, Hongyu Zhang|2021|Chemical Science|12|15423|doi:10.1039/D1SC03818D
DOI: 10.5517/ccdc.csd.cc28q81b
title: CCDC 2106761: Experimental Crystal Structure Determination

description: Related Article: Xiaozhou Xie, Jiangtao Sun|2021|Org.Lett.|23|8921|doi:10.1021/acs.orglett.1c03413
DOI: 10.5517/ccdc.csd.cc28q82c
title: CCDC 2106762: Experimental Crystal Structure Determination

description: Related Article: Xiaozhou Xie, Jiangtao Sun|2021|Org.Lett.|23|8921|doi:10.1021/acs.orglett.1c03413
DOI: 10.5517/ccdc.csd.cc27yxy2
title: CCDC 2084345: Experimental Crystal Structure Determination

description: Related Article: Chun-Bao Miao, Hong-Rong Guan, YiHan Tang, Kun Wang, Wen-Long Ren, Xinyu Lyu, ChangSheng Yao, Hai-Tao Yang|2021|Org.Lett.|23|8699|doi:10.1021/acs.orglett.1c03078
DOI: 10.5281/zenodo.5733594
title: The first mitochondrial genome of Creophilus Leach and Platydracus Thomson (Coleoptera: Staphylinidae: Staphylinini) and phylogenetic implications

description: <strong>Dataset S1.</strong><br> ML tree and log files for each matrix studied showing ML bootstrap support (100 replicates) from IQtree (corresponding to TABLE 2). Data Use Statement. Data on genetic material contained in this paper are published for non-commercial use only. Utilization by third parties for purposes other than non-commercial scientific research may infringe the conditions under which the genetic resources were originally accessed, and should not be undertaken without obtaining consent from the corresponding author of the paper and/or obtaining permission from the original provider of the genetic material.
DOI: 10.6084/m9.figshare.17109071
title: Nature Communications_Existence of a late Cretaceous–early Paleogene continental-scale river system in eastern Tibet

description: Detrital zircon geochronology data for "Existence of a continental-scale river system in eastern Tibet during the late Cretaceous–early Palaeogene"<br>
DOI: 10.6084/m9.figshare.17109071.v1
title: Nature Communications_Existence of a late Cretaceous–early Paleogene continental-scale river system in eastern Tibet

description: Detrital zircon geochronology data for "Existence of a continental-scale river system in eastern Tibet during the late Cretaceous–early Palaeogene"<br>
DOI: 10.6084/m9.figshare.17109059
title: PSET SARS-CoV-2 Supplement

description: Table S1. Variation. Variant counts and percentages are listed by position and type together with reference and alternate allele. Table S2. Regional Mutation Frequency. The number of mutations by position are listed by position and region type (assay or non-assay. Table S3. Regional Mutation Percentage. The percentage of positions with a given number of mutations is listed for assay and non-assay regions. Table S4. Confusion Matrix. For each assay, the confusion matrix categorizes sequence alignment results by assay according to the workflow rules. Table S5. Near Neighbor Analysis. This is the confusion matrix for each assay according to a previous workflow described on virological.org that looked at off-target species. Table S6. Variant Call Date. This table lists the date of VoC or VoI designation by each disease control center. Table S7. Assay Escape Count. The first column lists the FN count associated with the total number of sequences listed in the second column. Table S8. Predicted Shared Failure. This table lists the number of times an assay was observed failing with n other assays. In other words, the numeric column names represent the number of other assays that failed for a given sequence with the assay in the id column.
DOI: 10.6084/m9.figshare.17109131
title: PSET SARS-CoV-2 Assays

description: Table 1. Assay. The assay definition is a string of delimited components, such as probe and primers, which are also listed in separate columns. Identity statistics to the reference genome (NCBI GenBank accession no. NC_045512) are listed under the sstart (subject start), send (subject end), and pident (percent identity) columns.
DOI: 10.6084/m9.figshare.17109149
title: PSET SARS-CoV-2 GISAID EpiCoV™ Accessions

description: Table 2. GISAID EpiCoV™ Accession. This file lists the GISAID EpiCoV™ accessions used in this work.
DOI: 10.6084/m9.figshare.17109149.v1
title: PSET SARS-CoV-2 GISAID EpiCoV™ Accessions

description: Table 2. GISAID EpiCoV™ Accession. This file lists the GISAID EpiCoV™ accessions used in this work.
DOI: 10.6084/m9.figshare.17109059.v1
title: PSET SARS-CoV-2 Supplement

description: Table S1. Variation. Variant counts and percentages are listed by position and type together with reference and alternate allele. Table S2. Regional Mutation Frequency. The number of mutations by position are listed by position and region type (assay or non-assay. Table S3. Regional Mutation Percentage. The percentage of positions with a given number of mutations is listed for assay and non-assay regions. Table S4. Confusion Matrix. For each assay, the confusion matrix categorizes sequence alignment results by assay according to the workflow rules. Table S5. Near Neighbor Analysis. This is the confusion matrix for each assay according to a previous workflow described on virological.org that looked at off-target species. Table S6. Variant Call Date. This table lists the date of VoC or VoI designation by each disease control center. Table S7. Assay Escape Count. The first column lists the FN count associated with the total number of sequences listed in the second column. Table S8. Predicted Shared Failure. This table lists the number of times an assay was observed failing with n other assays. In other words, the numeric column names represent the number of other assays that failed for a given sequence with the assay in the id column.
DOI: 10.5517/ccdc.csd.cc28bp0b
title: CCDC 2095631: Experimental Crystal Structure Determination

description: Related Article: Mousa Al-Noaimi, Firas F. Awwadi, Iman A. Mansi, Mohammad Sawwan, Bashaer Abu-Irmaileh, Necmi Dege|2022|Polyhedron|211|115541|doi:10.1016/j.poly.2021.115541
DOI: 10.5517/ccdc.csd.cc28tj0n
title: CCDC 2109891: Experimental Crystal Structure Determination

description: Related Article: Tabassum Khan, Pallava Rajesh, Doma Arun, Srinivasarao Yaragorla|2021|Org.Biomol.Chem.|19|10201|doi:10.1039/D1OB01921J
DOI: 10.5517/ccdc.csd.cc28v0y3
title: CCDC 2110385: Experimental Crystal Structure Determination

description: Related Article: Evgeny V. Shchegolkov, Yanina V. Burgart, Daria A. Matsneva, Sophia S. Borisevich, Renata A. Kadyrova, Iana R. Orshanskaya, Vladimir V. Zarubaev, Victor I. Saloutin|2021|RSC Advances|11|35174|doi:10.1039/D1RA06967E
DOI: 10.5517/ccdc.csd.cc28fp4k
title: CCDC 2098518: Experimental Crystal Structure Determination

description: Related Article: Maria Barrio, René Ceolin, Benoit Robert, Hassan Allouchi, Jean-Marie Teulon, Christophe Guéchot, Josep-Lluis Tamarit, Ivo B. Rietveld|2021|Int.J.Pharm.|610|121224|doi:10.1016/j.ijpharm.2021.121224
DOI: 10.5517/ccdc.csd.cc28vppj
title: CCDC 2111028: Experimental Crystal Structure Determination

description: Related Article: Jakub Drapała, Paulina H. Marek-Urban, Piotr Klimkowski, Karolina A. Urbanowicz, Krzysztof Gontarczyk, Krzysztof Woźniak, Sergiusz Luliński, Krzysztof Durka|2021|CrystEngComm|23|8169|doi:10.1039/D1CE01297E
DOI: 10.25505/fiz.icsd.cc284j76
title: CSD 2089717: Experimental Crystal Structure Determination

description: Related Article: X. Yin, Y. Zhong, Y. Cao, Y. Li, G. Wang, J. Zhao, K. Xu, Z. Li, G. Hong, D. Qian|2021|J.Appl.Crystallogr.|54|1641|doi:10.1107/S1600576721009845
DOI: 10.5517/ccdc.csd.cc28x48m
title: CCDC 2112410: Experimental Crystal Structure Determination

description: Related Article: Joseph A. Kaplan, Adena Issaian, Martin Stang, David Gorial, Suzanne A. Blum|2021|Angew.Chem.,Int.Ed.|60|25776|doi:10.1002/anie.202112351
DOI: 10.5517/ccdc.csd.cc28x49n
title: CCDC 2112411: Experimental Crystal Structure Determination

description: Related Article: Joseph A. Kaplan, Adena Issaian, Martin Stang, David Gorial, Suzanne A. Blum|2021|Angew.Chem.,Int.Ed.|60|25776|doi:10.1002/anie.202112351
DOI: 10.5517/ccdc.csd.cc28x4bp
title: CCDC 2112412: Experimental Crystal Structure Determination

description: Related Article: Joseph A. Kaplan, Adena Issaian, Martin Stang, David Gorial, Suzanne A. Blum|2021|Angew.Chem.,Int.Ed.|60|25776|doi:10.1002/anie.202112351
DOI: 10.4121/16836874.v1
title: Data supporting "Boundary layers in turbulent vertical convection at high Prandtl number"

description: This dataset contains the data and notebook files necessary to reproduce the figures in the accepted publication "Boundary layers in turbulent vertical convection at high Prandtl number". The data consists of post-processed output from direct numerical simulations. Jupyter notebooks are provided to describe and analyse the data.
DOI: 10.4121/16836874
title: Data supporting "Boundary layers in turbulent vertical convection at high Prandtl number"

description: This dataset contains the data and notebook files necessary to reproduce the figures in the accepted publication "Boundary layers in turbulent vertical convection at high Prandtl number". The data consists of post-processed output from direct numerical simulations. Jupyter notebooks are provided to describe and analyse the data.
DOI: 10.4121/14899818.v1
title: Supplementary code and data for "Generating an ensemble of mutually exclusive and exhaustive waves targeted for extreme responses"

description: Given is supplementary code to re-create the results published in "Generating an ensemble of mutually exclusive and exhaustive waves targeted for extreme responses" and to run the NL-DLG process for other problems.
DOI: 10.4121/14899818
title: Supplementary code and data for "Generating an ensemble of mutually exclusive and exhaustive waves targeted for extreme responses"

description: Given is supplementary code to re-create the results published in "Generating an ensemble of mutually exclusive and exhaustive waves targeted for extreme responses" and to run the NL-DLG process for other problems.
DOI: 10.4121/14766345.v1
title: Data underlying the publication: ChemSpaX: Exploration of Chemical Space by Automated Functionalization of Molecular Scaffold

description: We have developed a novel Python based automated program - ChemSpaX - to explore the chemical space of molecules, especially transition metal complexes. ChemSpaX, in conjunction with density functional, and density functional tight-binding theory was applied to explore the local chemical space of Ru- and Mn- based pincer complexes, Cobalt porphyrin complex, and a M2L4 type molecular cage. The resulting geometric, thermodynamic, and electronic parameters have been reported in this dataset.
DOI: 10.4121/14766345.v2
title: Data underlying the publication: ChemSpaX: Exploration of Chemical Space by Automated Functionalization of Molecular Scaffold

description: We have developed a novel Python based automated program - ChemSpaX - to explore the chemical space of molecules, especially transition metal complexes. ChemSpaX, in conjunction with density functional, and density functional tight-binding theory was applied to explore the local chemical space of Ru- and Mn- based pincer complexes, Cobalt porphyrin complex, and a M2L4 type molecular cage. The resulting geometric, thermodynamic, and electronic parameters have been reported in this dataset.
DOI: 10.4121/14766345.v3
title: Data underlying the publication: ChemSpaX: Exploration of Chemical Space by Automated Functionalization of Molecular Scaffold

description: We have developed a novel Python based automated program - ChemSpaX - to explore the chemical space of molecules, especially transition metal complexes. ChemSpaX, in conjunction with density functional, and density functional tight-binding theory was applied to explore the local chemical space of Ru- and Mn- based pincer complexes, Cobalt porphyrin complex, and a M2L4 type molecular cage. The resulting geometric, thermodynamic, and electronic parameters have been reported in this dataset.
DOI: 10.4121/14766345
title: Data underlying the publication: ChemSpaX: Exploration of Chemical Space by Automated Functionalization of Molecular Scaffold

description: We have developed a novel Python based automated program - ChemSpaX - to explore the chemical space of molecules, especially transition metal complexes. ChemSpaX, in conjunction with density functional, and density functional tight-binding theory was applied to explore the local chemical space of Ru- and Mn- based pincer complexes, Cobalt porphyrin complex, and a M2L4 type molecular cage. The resulting geometric, thermodynamic, and electronic parameters have been reported in this dataset.
DOI: 10.4121/17092403.v1
title: Axial map of Bucharest, Romania

description: Axial map of the city of Bucharest digitised on a Google Maps roads basemap in 2013. The map was prepared for Space Syntax analysis as part of the MSc thesis "Bucharest: Between North and South", available at http://resolver.tudelft.nl/uuid:bd583cbe-a1b3-4067-a165-f1070cf1263f
DOI: 10.4121/17092403.v2
title: Axial map of Bucharest, Romania

description: Axial map of the city of Bucharest digitised on a Google Maps roads basemap in 2013. The map was prepared for Space Syntax analysis as part of the MSc thesis "Bucharest: Between North and South", available at http://resolver.tudelft.nl/uuid:bd583cbe-a1b3-4067-a165-f1070cf1263f
DOI: 10.4121/17092403
title: Axial map of Bucharest, Romania

description: Axial map of the city of Bucharest digitised on a Google Maps roads basemap in 2013. The map was prepared for Space Syntax analysis as part of the MSc thesis "Bucharest: Between North and South", available at http://resolver.tudelft.nl/uuid:bd583cbe-a1b3-4067-a165-f1070cf1263f
DOI: 10.5519/qd.bmzxje8r
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.6084/m9.figshare.16912324
title: All 383278 Unigenes annotation of Bambusa oldhamii Munro culm skin transcriptome

description: RNA-seq assembled Unigene annotation data of culm color variation of Bambusa oldhamii Munro.
DOI: 10.6084/m9.figshare.16912324.v3
title: All 383278 Unigenes annotation of Bambusa oldhamii Munro culm skin transcriptome

description: RNA-seq assembled Unigene annotation data of culm color variation of Bambusa oldhamii Munro.
DOI: 10.6084/m9.figshare.16912324.v2
title: All 383585 Unigenes annotation of Bambusa oldhamii Munro culm skin transcriptome

description: RNA-seq assembled Unigene annotation data of culm color variation of Bambusa oldhamii Munro.
DOI: 10.13139/ornlnccs/1784765
title: Flaming Moe

description: Current clamp measurements collected on various small electronic devices. Details on the data set can be found in J. M. Vann, T. P. Karnowski, R. Kerekes, C. D. Cooke and A. L. Anderson, "A Dimensionally Aligned Signal Projection for Classification of Unintended Radiated Emissions," in IEEE Transactions on Electromagnetic Compatibility, vol. 60, no. 1, pp. 122-131, Feb. 2018, doi: 10.1109/TEMC.2017.2692962.
DOI: 10.5439/1827079
title: sondeparam

description: The SondeParam VAP will calculate useful radiosonde convective cloud parameters including the convective available potential energy (CAPE), convective inhibition (CIN), LCL, LFC, LNB, and other parameters.
DOI: 10.25912/rdf_1638409070916
title: Calculation of coal production in Queensland Local Government Areas, 1996-2010
DOI: 10.5517/ccdc.csd.cc28xh0q
title: CCDC 2112743: Experimental Crystal Structure Determination

description: Related Article: Michael D. Mannchen, Ion Ghiviriga, Khalil A. Abboud, Alexander J. Grenning|2021|Org.Lett.|23|8804|doi:10.1021/acs.orglett.1c03310
DOI: 10.5517/ccdc.csd.cc28xvbd
title: CCDC 2113094: Experimental Crystal Structure Determination

description: Related Article: Rebecca O. Fuller, Madeleine R. Taylor, Margot Duggin, Alex C. Bissember, Allan J. Canty, Martyna M. Judd, Nicholas Cox, Stephen A. Moggach, Gemma F. Turner|2021|Org.Biomol.Chem.|19|10120|doi:10.1039/D1OB01946E
DOI: 10.5517/ccdc.csd.cc28xvcf
title: CCDC 2113095: Experimental Crystal Structure Determination

description: Related Article: Rebecca O. Fuller, Madeleine R. Taylor, Margot Duggin, Alex C. Bissember, Allan J. Canty, Martyna M. Judd, Nicholas Cox, Stephen A. Moggach, Gemma F. Turner|2021|Org.Biomol.Chem.|19|10120|doi:10.1039/D1OB01946E
DOI: 10.5517/ccdc.csd.cc28xvdg
title: CCDC 2113096: Experimental Crystal Structure Determination

description: Related Article: Rebecca O. Fuller, Madeleine R. Taylor, Margot Duggin, Alex C. Bissember, Allan J. Canty, Martyna M. Judd, Nicholas Cox, Stephen A. Moggach, Gemma F. Turner|2021|Org.Biomol.Chem.|19|10120|doi:10.1039/D1OB01946E
DOI: 10.5517/ccdc.csd.cc28xvfh
title: CCDC 2113097: Experimental Crystal Structure Determination

description: Related Article: Rebecca O. Fuller, Madeleine R. Taylor, Margot Duggin, Alex C. Bissember, Allan J. Canty, Martyna M. Judd, Nicholas Cox, Stephen A. Moggach, Gemma F. Turner|2021|Org.Biomol.Chem.|19|10120|doi:10.1039/D1OB01946E
DOI: 10.5517/ccdc.csd.cc28xvgj
title: CCDC 2113098: Experimental Crystal Structure Determination

description: Related Article: Rebecca O. Fuller, Madeleine R. Taylor, Margot Duggin, Alex C. Bissember, Allan J. Canty, Martyna M. Judd, Nicholas Cox, Stephen A. Moggach, Gemma F. Turner|2021|Org.Biomol.Chem.|19|10120|doi:10.1039/D1OB01946E
DOI: 10.5517/ccdc.csd.cc28xvhk
title: CCDC 2113099: Experimental Crystal Structure Determination

description: Related Article: Rebecca O. Fuller, Madeleine R. Taylor, Margot Duggin, Alex C. Bissember, Allan J. Canty, Martyna M. Judd, Nicholas Cox, Stephen A. Moggach, Gemma F. Turner|2021|Org.Biomol.Chem.|19|10120|doi:10.1039/D1OB01946E
DOI: 10.5517/ccdc.csd.cc28xvjl
title: CCDC 2113100: Experimental Crystal Structure Determination

description: Related Article: Rebecca O. Fuller, Madeleine R. Taylor, Margot Duggin, Alex C. Bissember, Allan J. Canty, Martyna M. Judd, Nicholas Cox, Stephen A. Moggach, Gemma F. Turner|2021|Org.Biomol.Chem.|19|10120|doi:10.1039/D1OB01946E
DOI: 10.5517/ccdc.csd.cc28xvkm
title: CCDC 2113101: Experimental Crystal Structure Determination

description: Related Article: Rebecca O. Fuller, Madeleine R. Taylor, Margot Duggin, Alex C. Bissember, Allan J. Canty, Martyna M. Judd, Nicholas Cox, Stephen A. Moggach, Gemma F. Turner|2021|Org.Biomol.Chem.|19|10120|doi:10.1039/D1OB01946E
DOI: 10.5517/ccdc.csd.cc28xvln
title: CCDC 2113102: Experimental Crystal Structure Determination

description: Related Article: Rebecca O. Fuller, Madeleine R. Taylor, Margot Duggin, Alex C. Bissember, Allan J. Canty, Martyna M. Judd, Nicholas Cox, Stephen A. Moggach, Gemma F. Turner|2021|Org.Biomol.Chem.|19|10120|doi:10.1039/D1OB01946E
DOI: 10.25505/fiz.icsd.cc28v4q0
title: CSD 2110502: Experimental Crystal Structure Determination

description: Related Article: J. Plášil, V. Petříček, R. Škoda, N. Meisser, A.V. Kasatkin|2021|J.Appl.Crystallogr.|54|1656|doi:10.1107/S1600576721009663
DOI: 10.25505/fiz.icsd.cc290b6w
title: CSD 2115477: Experimental Crystal Structure Determination

description: Related Article: J. Plášil, V. Petříček, R. Škoda, N. Meisser, A.V. Kasatkin|2021|J.Appl.Crystallogr.|54|1656|doi:10.1107/S1600576721009663
DOI: 10.5517/ccdc.csd.cc290jvq
title: CCDC 2115683: Experimental Crystal Structure Determination

description: Related Article: Eoin P. McCarney, William J. McCarthy, June I. Lovitt, Thorfinnur Gunnlaugsson|2021|Org.Biomol.Chem.|19|10189|doi:10.1039/D1OB02032C
DOI: 10.5517/ccdc.csd.cc290jwr
title: CCDC 2115684: Experimental Crystal Structure Determination

description: Related Article: Eoin P. McCarney, William J. McCarthy, June I. Lovitt, Thorfinnur Gunnlaugsson|2021|Org.Biomol.Chem.|19|10189|doi:10.1039/D1OB02032C
DOI: 10.5517/ccdc.csd.cc290jxs
title: CCDC 2115685: Experimental Crystal Structure Determination

description: Related Article: Eoin P. McCarney, William J. McCarthy, June I. Lovitt, Thorfinnur Gunnlaugsson|2021|Org.Biomol.Chem.|19|10189|doi:10.1039/D1OB02032C
DOI: 10.5439/1833220
title: ARM: CAMEMISS

description: camsite
DOI: 10.5439/1833221
title: ARM: CAMEMISSMOVIE

description: camsite
DOI: 10.6084/m9.figshare.17104568.v1
title: Data Protein-Energy Nutritional Status of Lowlanders Mimika dr yasmin xlsx.xlsx

description: This raw data consists of socio-characteristics, dietary intake, food groups, body composition, laboratory profile of Mimika study population
DOI: 10.6084/m9.figshare.17109281.v1
title: L, a, b values of egg color of 846 samples

description: This table summarizes L, a, b vaules of 846 samples
DOI: 10.6084/m9.figshare.17109305.v1
title: Tanichthys_albonubes.Unigene.NR.blast.best.anno.xls

description: Tanichthys_albonubes.Unigene.NR.blast.best.anno
DOI: 10.6084/m9.figshare.14196344.v1
title: Fibroblast polarization drives skin regeneration versus fibrosis in adult reindeer

description: In adult mammals, skin wound healing has evolved to favor rapid repair through the formation of fibrotic scar. These dermal scars are dysfunctional and may lead to chronic disfigurement and disability, yet the biologic mechanisms that drive fibrosis and prevent tissue regeneration remain unknown. Here, we report that reindeer (<i>R</i><i>angifer tarandus</i>) antler velvet exhibits regenerative wound healing, whereas identical full-thickness injury in dorsal back skin of the same animal forms fibrotic scar. This regenerative capacity is retained even following ectopic transplantation of velvet to a scar-forming site, demonstrating that this latent regenerative capacity is innate to velvet cells and independent of local factors derived from the growing antler. Single cell RNA-sequencing of uninjured skin revealed a marked divergence in resting fibroblast transcriptional states and immunomodulatory function. Uninjured velvet fibroblast shared a striking resemblance with human fetal fibroblasts whereas uninjured back skin fibroblasts exhibited an overrepresentation of pro-inflammatory genes resembling adult human fibroblasts. Identical skin injury resulted in site-specific fibroblast polarization; back fibroblasts exacerbated the inflammatory response, whereas velvet fibroblasts adopted an immunosuppressive state and reverted back to a regeneration-competent ground state. Consequently, velvet wounds exhibited an accelerated adoption of anti-inflammatory immune states and an expedited resolution of immune response. This study demonstrates reindeer as a novel comparative mammalian model to study both adult skin regeneration (velvet) and scar formation (back skin) within the same animal. Our study underscores the importance of fibroblast heterogeneity in shaping local immune cell functions that ultimately polarize wound healing outcomes. Purposeful, acute modulation of fibroblast-mediated immune signaling represents an important therapeutic avenue to mitigate scar and improve wound healing.