cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14783271
title: Supplementary Material for: New <b><i>SHH</i></b> and Known <b><i>SIX3</i></b> Variants in a Series of Latin American Patients with Holoprosencephaly

description: Holoprosencephaly (HPE) is the failure of the embryonic forebrain to develop into 2 hemispheres promoting midline cerebral and facial defects. The wide phenotypic variability and causal heterogeneity make genetic counseling difficult. Heterozygous variants with incomplete penetrance and variable expressivity in the <i>SHH</i>, <i>SIX3</i>, <i>ZIC2</i>, and <i>TGIF1</i> genes explain ∼25% of the known causes of nonchromosomal HPE. We studied these 4 genes and clinically described 27 Latin American families presenting with nonchromosomal HPE. Three new <i>SHH</i> variants and a third known <i>SIX3</i> likely pathogenic variant found by Sanger sequencing explained 15% of our cases. Genotype-phenotype correlation in these 4 families and published families with identical or similar driver gene, mutated domain, conservation of residue in other species, and the type of variant explain the pathogenicity but not the phenotypic variability. Nine patients, including 2 with <i>SHH</i> pathogenic variants, presented benign variants of the <i>SHH</i>, <i>SIX3</i>, <i>ZIC2</i>, and <i>TGIF1</i> genes with potential alteration of splicing, a causal proposition in need of further studies. Finding more families with the same <i>SIX3</i> variant may allow further identification of genetic or environmental modifiers explaining its variable phenotypic expression.
DOI: 10.6084/m9.figshare.14783271.v1
title: Supplementary Material for: New <b><i>SHH</i></b> and Known <b><i>SIX3</i></b> Variants in a Series of Latin American Patients with Holoprosencephaly

description: Holoprosencephaly (HPE) is the failure of the embryonic forebrain to develop into 2 hemispheres promoting midline cerebral and facial defects. The wide phenotypic variability and causal heterogeneity make genetic counseling difficult. Heterozygous variants with incomplete penetrance and variable expressivity in the <i>SHH</i>, <i>SIX3</i>, <i>ZIC2</i>, and <i>TGIF1</i> genes explain ∼25% of the known causes of nonchromosomal HPE. We studied these 4 genes and clinically described 27 Latin American families presenting with nonchromosomal HPE. Three new <i>SHH</i> variants and a third known <i>SIX3</i> likely pathogenic variant found by Sanger sequencing explained 15% of our cases. Genotype-phenotype correlation in these 4 families and published families with identical or similar driver gene, mutated domain, conservation of residue in other species, and the type of variant explain the pathogenicity but not the phenotypic variability. Nine patients, including 2 with <i>SHH</i> pathogenic variants, presented benign variants of the <i>SHH</i>, <i>SIX3</i>, <i>ZIC2</i>, and <i>TGIF1</i> genes with potential alteration of splicing, a causal proposition in need of further studies. Finding more families with the same <i>SIX3</i> variant may allow further identification of genetic or environmental modifiers explaining its variable phenotypic expression.
DOI: 10.6084/m9.figshare.14782512
title: Additional file 2 of Parkinson’s disease–associated VPS35 mutant reduces mitochondrial membrane potential and impairs PINK1/Parkin-mediated mitophagy

description: Additional file 2: Table S1. Primers used for creating VPS35D620N clones using CRISPR-Cas9. Abbreviation: sgRNA: single guide RNA. * indicates phosphorothioate bonds between nucleotides.
DOI: 10.6084/m9.figshare.14721282.v13
title: THINGS-EEG

description: EEG data for 1854 object concepts presented in RSVP streams. Data from 50 participants.
DOI: 10.6084/m9.figshare.14782456
title: Additional file 2 of Characterizing the properties of bisulfite sequencing data: maximizing power and sensitivity to identify between-group differences in DNA methylation

description: Additional file 2. RRBS information on total number of reads aligned, unaligned ambiguously aligned, and total number of reads, as well as the number of methylated and unmethylated CpGs, CpH, and CHH’s, and total number of cytosines.
DOI: 10.6084/m9.figshare.14782428
title: Additional file 5 of Identification of genomic regions affecting production traits in pigs divergently selected for feed efficiency

description: Additional file 5: Table S3. QTL regions detected with the three groups of association studies. These QTL regions were found from the full population (Global-GWAS) and from each line separately (HRFI-GWAS and LRFI-GWAS). DFI: daily feed intake; ADG: average daily gain; FCR: feed conversion ratio; RFI: residual feed intake; carcBFT: backfat thickness measured on carcass; a*_GM: a* measured on the gluteus medius muscle; a*_GS: a* measured on the gluteus superficialis muscle; b*_GM: b* measured on the gluteus medius muscle; b*_GS: b* measured on the gluteus superficialis muscle; L*_GM: L* measured on the gluteus medius muscle; L*_GS: L* measured on the gluteus superficialis muscle; pH24h_AD: pH 24 h after slaughter measured on the adductor femoris muscle; pH24h_GS: pH 24 h after slaughter measured on the gluteus superficialis muscle; pH24h_LM: pH 24 h after slaughter measured on the longissimus dorsi muscle; pH24h_SM: pH 24 h after slaughter measured on the semimembranosus muscle; WHC: water holding capacity of the gluteus superficialis muscle; MQI: meat quality index; LMCcalc: lean meat content of the carcass; DP: carcass dressing percentage; Belly_W: belly weight; BF_W: backfat weight; Ham_W: ham weight; Loin_W: loin weight; Shoulder_W: shoulder weight
DOI: 10.6084/m9.figshare.14782419
title: Additional file 2 of Identification of genomic regions affecting production traits in pigs divergently selected for feed efficiency

description: Additional file 2: Table S2. Number of SNPs used for the analyses after quality control. Details of the number of SNPs before and after application of filters on the call frequency (CF) and the frequency of minor allele (MAF) were given for chips (60K, 70K and 650K SNPs chips), imputation levels (MD imputation and HD imputation) and average genotypes calculated from the genotypes of both parents (HD predicted).
DOI: 10.6084/m9.figshare.14782416
title: Additional file 1 of Identification of genomic regions affecting production traits in pigs divergently selected for feed efficiency

description: Additional file 1: Table S1. Number of animals used for the analyses after quality control. Details of the number of animals before and after application of a filter on the call rate (CR) were given for chips (60K, 70K and 650K SNPs chips), imputation levels (MD/HD imputation) and average genotypes calculated from the genotypes of both parents (HD predicted).
DOI: 10.17608/k6.auckland.14390939
title: Metagenomic data (ECOBABe trial)

description: The ECOBABe Trial was a single-blinded randomised placebo-controlled pilot trial that assessed whether oral administration of maternal vaginal microbes could restore gut microbiome development in infants born by caesarean section (CS). <br>The trial recruited 25 women having an elective CS and randomised their neonates 1:1 to receive a 3 ml solution of maternal vaginal microbes (CS-seeded, n=12) or sterile water (CS-placebo, n=13). A group of vaginally born infants served as a reference control (VB, n=22). <br>Shotgun metagenomics was performed on a total of 116 samples. This included 45 infant stool samples collected at 1 month of age, 46 infant stool samples collected at 3 months of age, and 25 maternal vaginal samples (from CS mothers).<br>This dataset contains:1. Sample metadata2. KneadData read count table3. MetaPhlAn2 relative abundance taxonomy table4. HUMAnN2 gene families table (normalised to CPM)5. HUMAnN2 pathways abundance table (normalised to CPM)6. StrainPhlAn FASTA files (SNP haplotypes)
DOI: 10.17608/k6.auckland.14390939.v1
title: Metagenomic data (ECOBABe trial)

description: The ECOBABe Trial was a single-blinded randomised placebo-controlled pilot trial that assessed whether oral administration of maternal vaginal microbes could restore gut microbiome development in infants born by caesarean section (CS). <br>The trial recruited 25 women having an elective CS and randomised their neonates 1:1 to receive a 3 ml solution of maternal vaginal microbes (CS-seeded, n=12) or sterile water (CS-placebo, n=13). A group of vaginally born infants served as a reference control (VB, n=22). <br>Shotgun metagenomics was performed on a total of 116 samples. This included 45 infant stool samples collected at 1 month of age, 46 infant stool samples collected at 3 months of age, and 25 maternal vaginal samples (from CS mothers).<br>This dataset contains:1. Sample metadata2. KneadData read count table3. MetaPhlAn2 relative abundance taxonomy table4. HUMAnN2 gene families table (normalised to CPM)5. HUMAnN2 pathways abundance table (normalised to CPM)6. StrainPhlAn FASTA files (SNP haplotypes)
DOI: 10.17608/k6.auckland.13542992.v1
title: Flow cytometry output (ECOBABe phase 1 experiment - microbial viability)

description: Vaginal seeding is an unverified procedure where caesarean section newborns are exposed to their mother’s vaginal fluids in an attempt to seed them with beneficial microbes. Extracting microbes from a vaginal swab and orally administering them in solution is one method of delivering the microbes to the baby’s gut. However, the viability of vaginal microbes extracted in this manner is unclear. To address this, collection of vaginal microbes was conducted on three pregnant women using a gauze swab. The gauze swab was cut in half and mixed in 5 ml of either water or 0.9% saline to extract the microbes into solution. Microbial viability was assessed by flow cytometry using a combination of propidium iodide and SYTO BC cell staining.<br>Microbiota preparations were incubated for 5 minutes in the dark with 5 µM SYTO BC Green Fluorescent Nucleic Acid Stain (Thermo Fisher Scientific, Massachusetts, USA, #S34855) and 10 µg/ml propidium iodide (PI, Thermo Fisher Scientific, Massachusetts, USA, #P3566). Controls included an unstained fraction, separate incubations of SYTO BC and PI (for compensation), and a dead cell fraction (thermal shock at 70°C for 30 minutes, followed by PI staining). Samples were analysed on a LSR II flow cytometer (BD, New Jersey, USA). Microbial cells were filtered by size and gated into three fluorescently-distinct populations: viable cells (SYTO BC positive), dead cells (PI positive), and damaged cells (SYTO BC positive, PI positive) (Figure 1). The proportion of each subpopulation was calculated with reference to the total analysed cell count.
DOI: 10.17608/k6.auckland.13542992
title: Flow cytometry output (ECOBABe phase 1 experiment - microbial viability)

description: Vaginal seeding is an unverified procedure where caesarean section newborns are exposed to their mother’s vaginal fluids in an attempt to seed them with beneficial microbes. Extracting microbes from a vaginal swab and orally administering them in solution is one method of delivering the microbes to the baby’s gut. However, the viability of vaginal microbes extracted in this manner is unclear. To address this, collection of vaginal microbes was conducted on three pregnant women using a gauze swab. The gauze swab was cut in half and mixed in 5 ml of either water or 0.9% saline to extract the microbes into solution. Microbial viability was assessed by flow cytometry using a combination of propidium iodide and SYTO BC cell staining.<br>Microbiota preparations were incubated for 5 minutes in the dark with 5 µM SYTO BC Green Fluorescent Nucleic Acid Stain (Thermo Fisher Scientific, Massachusetts, USA, #S34855) and 10 µg/ml propidium iodide (PI, Thermo Fisher Scientific, Massachusetts, USA, #P3566). Controls included an unstained fraction, separate incubations of SYTO BC and PI (for compensation), and a dead cell fraction (thermal shock at 70°C for 30 minutes, followed by PI staining). Samples were analysed on a LSR II flow cytometer (BD, New Jersey, USA). Microbial cells were filtered by size and gated into three fluorescently-distinct populations: viable cells (SYTO BC positive), dead cells (PI positive), and damaged cells (SYTO BC positive, PI positive) (Figure 1). The proportion of each subpopulation was calculated with reference to the total analysed cell count.
DOI: 10.6084/m9.figshare.14783344.v1
title: Governance of ecosystem services: a review of empirical literature

description: Although researchers have postulated different modes of governance, the degree of empirical support for different governance modes in ecosystem service literature remains unclear. Understanding the contexts under which governance modes have been researched and applied in practice could help decision-makers choose appropriate strategies to the provision of ecosystem services. We conducted a literature review to explore the development of empirical research on ecosystem services governance and to illustrate research frontiers and gaps in this research. We reviewed 157 empirical papers on the governance of ecosystem services published between 2006 and 2019. Our results show that the number of papers about the governance of ecosystem services has increased and that researchers have mainly used qualitative and mixed methods. No governance mode has dominated the research field. Rather, different governance modes have been studied in combination, possibly reflecting the fact that multiple and overlapping governance arrangements often affect the provision of ecosystem services. The geographical distribution of ecosystem services governance research is diverse, but misses perspectives from certain regions, such as Southeast Asia. This means that while decision-makers in well-studied areas like Western Europe can use a pool on studied arrangements, in other areas decision-makers may find limited literature to inform their decisions to maintain and strengthen ecosystem services.
DOI: 10.6084/m9.figshare.14783344
title: Governance of ecosystem services: a review of empirical literature

description: Although researchers have postulated different modes of governance, the degree of empirical support for different governance modes in ecosystem service literature remains unclear. Understanding the contexts under which governance modes have been researched and applied in practice could help decision-makers choose appropriate strategies to the provision of ecosystem services. We conducted a literature review to explore the development of empirical research on ecosystem services governance and to illustrate research frontiers and gaps in this research. We reviewed 157 empirical papers on the governance of ecosystem services published between 2006 and 2019. Our results show that the number of papers about the governance of ecosystem services has increased and that researchers have mainly used qualitative and mixed methods. No governance mode has dominated the research field. Rather, different governance modes have been studied in combination, possibly reflecting the fact that multiple and overlapping governance arrangements often affect the provision of ecosystem services. The geographical distribution of ecosystem services governance research is diverse, but misses perspectives from certain regions, such as Southeast Asia. This means that while decision-makers in well-studied areas like Western Europe can use a pool on studied arrangements, in other areas decision-makers may find limited literature to inform their decisions to maintain and strengthen ecosystem services.
DOI: 10.14457/sut.res.2013.70
title: ผลของการสร้างพลังอำนาจโดยการให้บริการปรึกษาแบบกลุ่มต่อการปรับเปลี่ยนพฤติกรรมการออกกำลังกายและการบริโภคอาหารของวัยรุ่นในระดับอุดมศึกษาที่มีภาวะโภชนาการเกิน
DOI: 10.14458/dpu.the.2013.158
title: พฤติกรรมการเปิดรับและความคาดหวังของผู้ชมรายการข่าวในเขตกรุงเทพมหานครที่มีต่อสื่อทางเลือกสถานีข่าวโทรทัศน์ 24 ชั่วโมง
DOI: 10.14458/dpu.the.2013.160
title: การวิเคราะห์และประเมินความเสี่ยงด้วยมาตรฐาน ISO/IEC 27001 เพื่่อบริหารจัดการระบบเทคโนโลยีสารสนเทศภายในองค์กร : กรณีศึกษาศูนย์เทคโนโลยีสารสนเทศ สำนักงานคณะกรรมการคุ้มครองผู้บริโภค
DOI: 10.14457/rmutp.res.2013.40
title: การพัฒนาแผ่นใยไม้อัดซีเมนต์จากการประยุกต์ใช้เส้นใยธรรมชาติจากกากมะพร้าวและต้นข้าวโพด
DOI: 10.14457/cmu.the.2013.79
title: ผลของการเสริมสร้างศักยภาพผู้ป่วยโรคเบาหวานชนิดที่ 2 ต่อการรับรู้ความสามารถตนเอง ความร่วมมือในการรักษา และการควบคุมน้ำตาลในเลือด
DOI: 10.14458/nbu.the.2013.8
title: รูปแบบการบริหารโรงเรียนประถมศึกษาเพื่อความเป็นเลิศ
DOI: 10.14458/dpu.the.2013.178
title: การประยุกต์ใช้เทคโนโลยีบาร์โค้ดสาหรับการกำหนดข้อชี้บ่งสินค้า ในโรงงานผลิตท่อชิ้นส่วนยานยนต์
DOI: 10.14457/kmitl.res.2013.159
title: การสร้างเครื่องมือเครื่องมือวัดทางแสงเชิงเส้นตรงและการศึกษาลักษณะสมบัติทางแสงบนพื้นผิวโลหะขนาดจิ๋ว
DOI: 10.14457/cu.res.2013.52
title: การผลิตกรดแอล-แลกติกจากไฮโดรไลเสทของกากมันสำปะหลังโดยรา Rhizopus oryzae ในระดับนำร่อง
DOI: 10.14458/dpu.res.2013.20
title: การพัฒนาเครื่องตรวจวัดปริมาณแอลกอฮอล์จากลมหายใจที่ได้มาตรฐาน สำหรับการใช้ประโยชน์เชิงพาณิชย์และสาธารณะ
DOI: 10.14458/dpu.the.2013.184
title: ปัญหาการล้มละลายของบุคคลธรรมดาซึ่งมิใช่ผู้ประกอบธุรกิจการค้าพาณิชย์
DOI: 10.14458/dpu.the.2013.185
title: ปัญหาทางกฎหมายเกี่ยวกับสิทธิผู้ป่วยในการปฎิเสธการรักษาพยาบาล ในวาระสุดท้ายของชีวิต
DOI: 10.14457/rmutt.res.2013.37
title: ชุดควบคุมสมรรถนะแบตเตอรี่แบบฝังตัว สำหรับแบตเตอรี่ที่ประจุกระแสไม่คงที่ในระบบจ่ายกำลังไฟฟ้าพลังงานทดแทน
DOI: 10.14457/kmutt.the.2013.179
title: การประเมินสมรรถนะความมั่นคงด้านพลังงานภายใต้ภาพฉายพลังงานของประเทศไทย
DOI: 10.14457/snru.res.2013.2
title: ผลประสานของตัวดำเนินการที่สัมพันธ์กับส่วนกลางไดมอนด์ของมาร์เคอริสซ์
DOI: 10.14457/mju.res.2013.5
title: การสร้างหอบำบัดก๊าซ So2 มาตรฐานแบบเปียกด้วยระบบเหมุนเวียนการบำบัดสำหรับกระบวนการรมผลลำไยสดในเชิงการค้า
DOI: 10.14457/mu.the.2013.313
title: การศึกษาปัจจัยด้านความผูกพันทางสังคมและการคบหาสมาคมที่แตกต่างกันที่มีผลต่อ การกระทำผิดเกี่ยวกับยาเสพติดของผู้ต้องขังในเรือนจากลางนครศรีธรรมราช
DOI: 10.14457/mu.the.2013.321
title: ปัจจัยที่มีความสัมพันธ์กับความเครียดในญาติผู้ดูแลผู้ป่วยโรคหลอดเลือดสมองที่บ้าน
DOI: 10.14457/kmitl.res.2013.167
title: การจัดทำเส้นทางท่องเที่ยวเชิงเกษตร “สืบสานโครงการพระราชดำริ”
DOI: 10.14457/nu.res.2013.16
title: การพัฒนาอาหารหมักเหลวสำหรับสุกร
DOI: 10.14457/su.res.2013.38
title: การรวบรวมและอนุรักษ์ความหลากหลายของพันธ์ุข้าวไร่ และการประเมินพันธุ์ภายใต้การจัดการปัจจัยการผลิตและการเขตกรรมที่เหมาะสมในพื้นที่ของเกษตรกร และชุมชนปกาเกอะญอในเขตพื้นที่จังหวัดประจวบคีรีขันธ์
DOI: 10.5281/zenodo.3939793
title: A Large Scale PeMS Traffic Speed Dataset

description: This repository is a traffic speed data set collected by California Freeway Performance Measurement System (PeMS). In this data set, it has 11160 time series corresponding to <strong>11160</strong> sensors/locations. In three data files (i.e., <em>pems-4w.csv</em>, <em>pems-8w.csv</em>, and <em>pems-12w.csv</em>), each time series is indeed a time series with <strong>288</strong> (5-minute) time points per day during the first <strong>4 weeks</strong> (PeMS-4W), first <strong>8 weeks</strong> (PeMS-8W), and first <strong>12 weeks</strong> (PeMS-12W) of 2018, respectively. Note that the original data was downloaded from PeMS system with 30-second traffic speed records. Our data is a subset of file <em>speed.h5</em> created by article Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting and its original link is available at here. Our research work on this data set is: Xinyu Chen, Yixian Chen, Nicolas Saunier, Lijun Sun (2021). Scalable low-rank tensor learning for spatiotemporal traffic data imputation. Transportation Research Part C: Emerging Technologies, 129: 103226. [DOI] [preprint] [data] [Python code]
DOI: 10.5281/zenodo.4950026
title: C2 - CAR - SIMULATOR - Biometric features

description: Biometric features of all the tasks (depending on the subject) computed from the available physiological signals.
DOI: 10.5281/zenodo.4876477
title: C2 - CAR - SIMULATOR - Biometric features

description: Biometric features of all the tasks (depending on the subject) computed from the available physiological signals.
DOI: 10.6084/m9.figshare.14775828.v2
title: Jolkinolide B alleviates renal fibrosis via anti-inflammation and inhibition of epithelial-mesenchymal transition in unilateral ureteral obstruction mice

description: Renal fibrosis is a crucial pathological change of chronic kidney disease (CKD) resulting in progressive loss of kidney function. Currently, therapeutic strategies for treating renal fibrosis remain limited. Jolkinolide B (JB) is a natural compound with anti-inflammatory activity from <i>Euphorbia fischeriana</i> Steud. We evaluated effect of JB on kidney fibrosis in mice with unilateral ureteral obstruction (UUO). JB (10 and 30 mg/kg) or vehicle was orally administered once daily for 3 days before occlusion, and then was continued for 10 days. Hematoxylin and eosin (H&E) and Masson stain showed that administration of JB (30 mg/kg) could reduce renal fibrosis and attenuate renal injuries. The results showed that JB reduced the release of inflammatory factors such as interleukin (IL)-1β, IL-6, and tumor necrosis factor (TNF)-α, and decreased the expression of extracellular matrix proteins such as fibronectin (FN) and collagen I (Col I). Furthermore, treatment with JB down-regulated the protein levels of phosphorylated nuclear factor-kappaB p65 (p-NF-κB) p65, transforming growth factor-β1 (TGF-β1), p-Smad2/3, α-smooth muscle actin (α-SMA), vimentin and up-regulated the protein level of E-cadherin. The facts confirmed that JB might reduce renal fibrosis and protect the kidneys by inhibiting NF-κB and TGF-β1/Smad pathway coincident with epithelial-mesenchymal transition (EMT).
DOI: 10.6084/m9.figshare.14784117
title: Wu et al. (2021)

description: dataset used in Wu et al., 2021, manuscript submitted to AGU journal<br>
DOI: 10.5281/zenodo.4953098
title: PFN Crash Course Dataset

description: Datasets modified from DCTR: Pythia e+e- -&gt; Z -&gt; dijets datasets. "Each dataset was generated with the Pythia 8.230 event generator. Particle-level e+e−→Z→dijet events with about 100 particles in each event are clustered into jets using the anti-kt clustering algorithm (R = 0.8) with Fastjet 3.0.3."
DOI: 10.5281/zenodo.4953188
title: PFN Crash Course Dataset

description: Datasets modified from DCTR: Pythia e+e- -&gt; Z -&gt; dijets datasets. "Each dataset was generated with the Pythia 8.230 event generator. Particle-level e+e−→Z→dijet events with about 100 particles in each event are clustered into jets using the anti-kt clustering algorithm (R = 0.8) with Fastjet 3.0.3."
DOI: 10.5281/zenodo.4953097
title: PFN Crash Course Dataset

description: Datasets modified from DCTR: Pythia e+e- -&gt; Z -&gt; dijets datasets. "Each dataset was generated with the Pythia 8.230 event generator. Particle-level e+e−→Z→dijet events with about 100 particles in each event are clustered into jets using the anti-kt clustering algorithm (R = 0.8) with Fastjet 3.0.3."
DOI: 10.6084/m9.figshare.14721282.v14
title: THINGS-EEG

description: EEG data for 1854 object concepts presented in RSVP streams. Data from 50 participants.
DOI: 10.6084/m9.figshare.14783628
title: Prepubertal ovariectomy alters dorsomedial striatum indirect pathway neuron excitability and explore/exploit balance in female mice

description: Source data related to the article "Prepubertal ovariectomy alters dorsomedial striatum indirect pathway neuron excitability and explore/exploit balance in female mice" by Delevich, Hall, and Wilbrecht (2021). Each source data file corresponds to each figure in the paper. Preprint can be found at https://www.biorxiv.org/content/10.1101/2021.06.01.446609v1
DOI: 10.6084/m9.figshare.14783628.v1
title: Prepubertal ovariectomy alters dorsomedial striatum indirect pathway neuron excitability and explore/exploit balance in female mice

description: Source data related to the article "Prepubertal ovariectomy alters dorsomedial striatum indirect pathway neuron excitability and explore/exploit balance in female mice" by Delevich, Hall, and Wilbrecht (2021). Each source data file corresponds to each figure in the paper. Preprint can be found at https://www.biorxiv.org/content/10.1101/2021.06.01.446609v1