cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/dwfrmh6gjf
title: Deucravacitinib for the treatment of cutaneous lupus erythematosus: a 9-patient case series

description: Our 9-patient case series explores the efficacy, safety, and tolerability of deucravacitinib 6 mg once daily for the treatment of various subtypes of cutaneous lupus erythematosus (CLE). Deucravacitinib was prescribed either off-label or for concomitant psoriasis.
Supplementary Table 1 summarises the clinical characteristics of our patients, including age, CLE subtype, association with systemic LE, serology, disease duration, previous topical and systemic therapies, areas involved at baseline, duration of therapy with deucravacitinib, CLASI (Cutaneous LE Disease Area and Severity Index) values at baseline, week 12, and week 24, as well as therapy-associated adverse events. Supplementary Figure 1 shows graphical representation of median CLASI-A, CLASI-D, and CLASI values at baseline, week 12, and week 24 (A) and individual CLASI-A values for each patient at the same timepoints (B).
Median CLASI-A decreased from 7.0 at baseline to 1.0 at week 12, settling to 0 at week 24, while median CLASI-D increased from 1.0 at baseline to 2.0 at week 12 and 2.5 at week 24. At week 12, 77.8% patients achieved CLASI-50, defined as a decrease of ≥50% from baseline CLASI-A. Furthermore, all 6 patients followed up to 24 weeks achieved CLASI-50.
Adverse events were mild and included headache (11.1%) and transient bilateral hand arthralgias (11.1%), which resolved without need for drug discontinuation.
These finding, although preliminary, suggest that deucravacitinib may represent a safe and effective therapeutic option for conventional treatment-refractory CLE, regardless of CLE subtype.
DOI: 10.15468/dl.wgsq7x
title: Occurrence Download

description: A dataset containing 911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Amaranthus cannabinus"
 ]
}

 The dataset includes 911 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001999-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dwfrmh6gjf.1
title: Deucravacitinib for the treatment of cutaneous lupus erythematosus: a 9-patient case series

description: Our 9-patient case series explores the efficacy, safety, and tolerability of deucravacitinib 6 mg once daily for the treatment of various subtypes of cutaneous lupus erythematosus (CLE). Deucravacitinib was prescribed either off-label or for concomitant psoriasis.
Supplementary Table 1 summarises the clinical characteristics of our patients, including age, CLE subtype, association with systemic LE, serology, disease duration, previous topical and systemic therapies, areas involved at baseline, duration of therapy with deucravacitinib, CLASI (Cutaneous LE Disease Area and Severity Index) values at baseline, week 12, and week 24, as well as therapy-associated adverse events. Supplementary Figure 1 shows graphical representation of median CLASI-A, CLASI-D, and CLASI values at baseline, week 12, and week 24 (A) and individual CLASI-A values for each patient at the same timepoints (B).
Median CLASI-A decreased from 7.0 at baseline to 1.0 at week 12, settling to 0 at week 24, while median CLASI-D increased from 1.0 at baseline to 2.0 at week 12 and 2.5 at week 24. At week 12, 77.8% patients achieved CLASI-50, defined as a decrease of ≥50% from baseline CLASI-A. Furthermore, all 6 patients followed up to 24 weeks achieved CLASI-50.
Adverse events were mild and included headache (11.1%) and transient bilateral hand arthralgias (11.1%), which resolved without need for drug discontinuation.
These finding, although preliminary, suggest that deucravacitinib may represent a safe and effective therapeutic option for conventional treatment-refractory CLE, regardless of CLE subtype.
DOI: 10.17632/nz65yhvbwp
title: Figures of Bayat et al

description: This dataset contains a PDF file with the high-resolution versions of all figures presented in the associated manuscript titled “Combinatorial Effect of Epirubicin and 5-Fluorouracil in the Treatment of Temozolomide-Resistant Glioblastoma Cells” by Mehrsa et al.,. The enhanced resolution is provided to ensure improved visual clarity and accurate interpretation of the data for reviewers and readers. The figures correspond directly to those included in the paper and are intended solely for better viewing quality.
DOI: 10.17632/nz65yhvbwp.1
title: Figures of Bayat et al

description: This dataset contains a PDF file with the high-resolution versions of all figures presented in the associated manuscript titled “Combinatorial Effect of Epirubicin and 5-Fluorouracil in the Treatment of Temozolomide-Resistant Glioblastoma Cells” by Mehrsa et al.,. The enhanced resolution is provided to ensure improved visual clarity and accurate interpretation of the data for reviewers and readers. The figures correspond directly to those included in the paper and are intended solely for better viewing quality.
DOI: 10.17632/7dkmgbspfg
title: EV Lithium Ion Battery State of Charge Dataset

description: This dataset, which includes 604750 consecutive samples collected during regulated charge-discharge cycles of a lithium-ion battery cell. The samples provide information on the battery's working characteristics, including voltage, current, temperature, and test time. From these measured values, additional features include Δ𝑡, Current Modified, State of Charge. These metrics provide a thorough picture of the battery's behavior throughout cycling. Voltage and current represent immediate operating conditions, test time and Δ𝑡 record temporal progression, and discharge (Ah) indicates total charge throughput. These features help accurately estimate SOH and analyze battery degradation over time.
DOI: 10.17632/7dkmgbspfg.1
title: EV Lithium Ion Battery State of Charge Dataset

description: This dataset, which includes 604750 consecutive samples collected during regulated charge-discharge cycles of a lithium-ion battery cell. The samples provide information on the battery's working characteristics, including voltage, current, temperature, and test time. From these measured values, additional features include Δ𝑡, Current Modified, State of Charge. These metrics provide a thorough picture of the battery's behavior throughout cycling. Voltage and current represent immediate operating conditions, test time and Δ𝑡 record temporal progression, and discharge (Ah) indicates total charge throughput. These features help accurately estimate SOH and analyze battery degradation over time.
DOI: 10.17632/r22spkrrgk
title: Biocrust development modulates ecoenzymatic stoichiometry and drives microbial nutrient limitation across northern China

description: This study systematically examined the C:N:P stoichiometry, extracellular enzyme activities, and enzyme-mediated nutrient limitations (vector length and angle) of biocrusts along an extensive ~3,200 km transect spanning the arid and semi-arid regions of northern China.
DOI: 10.17632/r22spkrrgk.1
title: Biocrust development modulates ecoenzymatic stoichiometry and drives microbial nutrient limitation across northern China

description: This study systematically examined the C:N:P stoichiometry, extracellular enzyme activities, and enzyme-mediated nutrient limitations (vector length and angle) of biocrusts along an extensive ~3,200 km transect spanning the arid and semi-arid regions of northern China.
DOI: 10.17632/5fhxcvfmrw
title: SUperman: Efficient permanent computation on GPUs

description: The permanent is a function, defined for a square matrix, with applications in various domains including quantum computing, statistical physics, complexity theory, combinatorics, and graph theory. Its formula is similar to that of the determinant; however, unlike the determinant, its exact computation is #P-complete, i.e., there is no algorithm to compute the permanent in polynomial time unless P=NP. For an n × n matrix, the fastest algorithm has a time complexity of O(2^(n-1) n). Although supercomputers have been employed for permanent computation before, there is no work and, more importantly, no publicly available software that leverages cutting-edge High-Performance Computing accelerators such as GPUs. In this work, we design, develop, and investigate the performance of SUperman, a complete software suite that can compute matrix permanents on multiple nodes/GPUs on a cluster while handling various matrix types, e.g., real/complex/binary and sparse/dense, etc., with a unique treatment for each type. SUperman run on a single Nvidia A100 GPU is up to 86 ×  faster than a state-of-the-art parallel algorithm on 44 Intel Xeon cores running at 2.10GHz. Leveraging 192 GPUs, SUperman computes the permanent of a 62 × 62 matrix in 1.63 days, marking the largest reported permanent computation to date.
DOI: 10.17632/5fhxcvfmrw.1
title: SUperman: Efficient permanent computation on GPUs

description: The permanent is a function, defined for a square matrix, with applications in various domains including quantum computing, statistical physics, complexity theory, combinatorics, and graph theory. Its formula is similar to that of the determinant; however, unlike the determinant, its exact computation is #P-complete, i.e., there is no algorithm to compute the permanent in polynomial time unless P=NP. For an n × n matrix, the fastest algorithm has a time complexity of O(2^(n-1) n). Although supercomputers have been employed for permanent computation before, there is no work and, more importantly, no publicly available software that leverages cutting-edge High-Performance Computing accelerators such as GPUs. In this work, we design, develop, and investigate the performance of SUperman, a complete software suite that can compute matrix permanents on multiple nodes/GPUs on a cluster while handling various matrix types, e.g., real/complex/binary and sparse/dense, etc., with a unique treatment for each type. SUperman run on a single Nvidia A100 GPU is up to 86 ×  faster than a state-of-the-art parallel algorithm on 44 Intel Xeon cores running at 2.10GHz. Leveraging 192 GPUs, SUperman computes the permanent of a 62 × 62 matrix in 1.63 days, marking the largest reported permanent computation to date.
DOI: 10.17632/gg88rc79vv.2
title: EpiEEG-60: A Balanced Epileptic Seizure and Normal EEG Dataset

description: This dataset comprises raw EEG recordings from 60 individuals, including 30 neurologically normal subjects and 30 subjects diagnosed with epilepsy. All recordings were labeled by an expert neurologist from the National Institute of Neuroscience and Hospital (NINS). Participants include both male and female subjects, aged between 17 and 70 years.

The dataset follows a structured directory hierarchy. The main folder, Ready_data, contains two subdirectories: Normal and Abnormal. Each subdirectory includes subject-wise folders (e.g., Patient_01, Patient_02, etc.), with each folder corresponding to a single EEG recording session.

EEG signals were acquired using a Nihon Kohden EEG system. For each subject, seven associated files are provided: .EEG, .21E, .CMT, .CN2, .BFT/TRD, .EVT, and .LOG. The .EEG file contains continuous raw EEG waveform data, while the remaining files store acquisition parameters, channel configuration, electrode information, event annotations, trend data, and system logs required for accurate decoding and interpretation.

The average recording duration is approximately 302 minutes per subject. Each recording contains 43 channels, including EEG, EOG, BIO, and miscellaneous reference channels. Signals were sampled at 500 Hz with a bandwidth of 0–250 Hz and stored as raw, unprocessed signals (RawNihon object type).

Clinically annotated event markers—such as Eyes Open, Eyes Closed, Hyperventilation, Photic Stimulation, and Recording Start—are temporally aligned with the EEG signals and provided via event annotation files. These annotations support clinical interpretation and supervised learning tasks, including seizure analysis.
DOI: 10.17632/hsp2rfrzmj
title: Bayesian Morphometric Analysis of Recurring Esthetic Dental (RED) and Golden Proportions in the Maxillary Anterior Dentition using AutoCAD software

description: Esthetic proportion rules such as the Recurring Esthetic Dental (RED) proportion and the Golden Proportion are frequently used in smile design, yet their population validity remains uncertain and may vary by ethnicity and dental arch form. This study estimated the population distribution and uncertainty of RED ratios and Golden Proportion conformity in the maxillary anterior dentition of young adult Pakistani participants using Bayesian models to support inference under small-sample conditions. A cross-sectional sample of 28 adults (13 male, 15 female; age 18 to 30 years) was recruited from Dental College of Riphah International University, Islamabad, Pakistan. Standardized frontal smile photographs were calibrated using a reference scale and measured digitally for mesiodistal widths and cervico-incisal heights of maxillary central incisors, lateral incisors, and canines. RED ratios (lateral incisor to central incisor; canine to lateral incisor) and Golden Proportion conformity (operationalized as being within a 10 percent tolerance of 0.618) were computed, then modeled using Bayesian regression and prevalence estimation. The posterior mean lateral incisor to central incisor RED ratio was 0.686 (95 percent credible interval: 0.65 to 0.72), with an essentially certain probability of lying within the conventional 0.60 to 0.80 RED band, while the canine to lateral incisor ratio was higher at 0.814 (95 percent credible interval: 0.77 to 0.87), indicating weaker conformity to the classic RED range. The Golden Proportion was observed in about 50 percent of lateral incisor to central incisor pairs (95 percent credible interval: 33 to 68 percent) and about 17 percent of canine to lateral incisor pairs (95 percent credible interval: 6 to 32 percent), with a negligible probability of a full anterior sextant meeting Golden Proportion criteria; gender effects were small and statistically uncertain. These findings suggest that the Golden Proportion should not be treated as a universal standard for this population, and that RED logic may be clinically useful for the central-to-lateral transition but likely requires adaptation for the lateral-to-canine transition. Limitations include the small, single-center sample, young age range, and reliance on two-dimensional photographs; future work should validate these Bayesian estimates in larger multicenter Pakistani cohorts using three-dimensional digital scans and broader age strata.
DOI: 10.15468/dl.f36667
title: Occurrence Download

description: A dataset listing the 78 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 {
 "or" : [
 "Geometry POLYGON((-74.24663 40.9913,-74.24715 40.99091,-74.24548 40.98991,-74.24668 40.98777,-74.24869 40.98729,-74.24745 40.98502,-74.24282 40.98495,-74.24295 40.98301,-74.24423 40.98265,-74.24427 40.982,-74.24445 40.98145,-74.24449 40.98077,-74.24316 40.98094,-74.24295 40.97977,-74.24385 40.97961,-74.24299 40.9786,-74.23891 40.98064,-74.24046 40.98168,-74.23749 40.98349,-74.23436 40.98291,-74.23355 40.98447,-74.23071 40.98213,-74.23003 40.98207,-74.22883 40.98337,-74.24663 40.9913))",
 "Geometry POLYGON((-74.23024 40.98199,-74.22895 40.9739,-74.22788 40.9741,-74.22745 40.97332,-74.2287 40.97118,-74.22977 40.97053,-74.22887 40.96953,-74.22608 40.97154,-74.22368 40.97245,-74.22136 40.96956,-74.21857 40.9694,-74.21853 40.96888,-74.21917 40.96869,-74.21874 40.96729,-74.21466 40.9682,-74.21432 40.96541,-74.21368 40.96499,-74.21205 40.96979,-74.20569 40.9763,-74.20535 40.97831,-74.20488 40.97857,-74.20415 40.97873,-74.20393 40.97944,-74.20569 40.97961,-74.20591 40.97915,-74.20908 40.97928,-74.20921 40.97996,-74.2172 40.98068,-74.21818 40.98045,-74.21853 40.98106,-74.2211 40.9811,-74.22363 40.98132,-74.22466 40.98132,-74.22552 40.98197,-74.22771 40.98275,-74.23024 40.98199))",
 "Geometry POLYGON((-74.21187 40.96985,-74.21102 40.96956,-74.2114 40.9684,-74.21003 40.96807,-74.21037 40.96729,-74.20947 40.96716,-74.2096 40.95945,-74.20273 40.95906,-74.20153 40.95738,-74.20338 40.95628,-74.20067 40.95303,-74.19904 40.95368,-74.19921 40.9543,-74.19758 40.95482,-74.19681 40.9543,-74.19677 40.95488,-74.19492 40.95478,-74.19419 40.95333,-74.19136 40.95252,-74.1923 40.95679,-74.19312 40.95679,-74.19398 40.96039,-74.19664 40.96055,-74.19664 40.96127,-74.19612 40.96224,-74.19694 40.9624,-74.19625 40.96716,-74.19449 40.96723,-74.19449 40.96966,-74.19393 40.96976,-74.19424 40.97199,-74.19492 40.97186,-74.19651 40.97501,-74.19827 40.97416,-74.199 40.97517,-74.19853 40.97595,-74.19964 40.97549,-74.20037 40.97672,-74.20565 40.97646,-74.21187 40.96985))"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2020-2025"
 ]
}

 The dataset's 78 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001990-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hsp2rfrzmj.1
title: Bayesian Morphometric Analysis of Recurring Esthetic Dental (RED) and Golden Proportions in the Maxillary Anterior Dentition using AutoCAD software

description: Esthetic proportion rules such as the Recurring Esthetic Dental (RED) proportion and the Golden Proportion are frequently used in smile design, yet their population validity remains uncertain and may vary by ethnicity and dental arch form. This study estimated the population distribution and uncertainty of RED ratios and Golden Proportion conformity in the maxillary anterior dentition of young adult Pakistani participants using Bayesian models to support inference under small-sample conditions. A cross-sectional sample of 28 adults (13 male, 15 female; age 18 to 30 years) was recruited from Dental College of Riphah International University, Islamabad, Pakistan. Standardized frontal smile photographs were calibrated using a reference scale and measured digitally for mesiodistal widths and cervico-incisal heights of maxillary central incisors, lateral incisors, and canines. RED ratios (lateral incisor to central incisor; canine to lateral incisor) and Golden Proportion conformity (operationalized as being within a 10 percent tolerance of 0.618) were computed, then modeled using Bayesian regression and prevalence estimation. The posterior mean lateral incisor to central incisor RED ratio was 0.686 (95 percent credible interval: 0.65 to 0.72), with an essentially certain probability of lying within the conventional 0.60 to 0.80 RED band, while the canine to lateral incisor ratio was higher at 0.814 (95 percent credible interval: 0.77 to 0.87), indicating weaker conformity to the classic RED range. The Golden Proportion was observed in about 50 percent of lateral incisor to central incisor pairs (95 percent credible interval: 33 to 68 percent) and about 17 percent of canine to lateral incisor pairs (95 percent credible interval: 6 to 32 percent), with a negligible probability of a full anterior sextant meeting Golden Proportion criteria; gender effects were small and statistically uncertain. These findings suggest that the Golden Proportion should not be treated as a universal standard for this population, and that RED logic may be clinically useful for the central-to-lateral transition but likely requires adaptation for the lateral-to-canine transition. Limitations include the small, single-center sample, young age range, and reliance on two-dimensional photographs; future work should validate these Bayesian estimates in larger multicenter Pakistani cohorts using three-dimensional digital scans and broader age strata.
DOI: 10.17632/4pyb46cdc7
title: Proteomic Data on the Modulation of Human Female Germline Stem Cell Development by Procyanidin B2

description: This data article presents a comprehensive proteomic analysis comparing human female germline stem cells (FGSCs) treated with Procyanidin B2 to a control group. FGSCs, which exhibit remarkable self-renewal capacity and the potential to differentiate into oocytes, represent a promising avenue for addressing infertility. This study aims to elucidate proteomic alterations induced by Procyanidin B2 in human FGSCs, thereby providing insights into its molecular mechanisms and therapeutic potential in reproductive medicine. Through a detailed comparative analysis of the proteomes of Procyanidin B2-treated and control FGSCs, we identified and quantified a large number of proteins, performed extensive functional annotations, and analyzed differentially expressed proteins. These data establish a solid foundation for understanding the regulatory mechanisms governing FGSC development and the potential therapeutic effects of Procyanidin B2, offering valuable insights for reproductive biology and medicine.
DOI: 10.17632/4pyb46cdc7.2
title: Proteomic Data on the Modulation of Human Female Germline Stem Cell Development by Procyanidin B2

description: This data article presents a comprehensive proteomic analysis comparing human female germline stem cells (FGSCs) treated with Procyanidin B2 to a control group. FGSCs, which exhibit remarkable self-renewal capacity and the potential to differentiate into oocytes, represent a promising avenue for addressing infertility. This study aims to elucidate proteomic alterations induced by Procyanidin B2 in human FGSCs, thereby providing insights into its molecular mechanisms and therapeutic potential in reproductive medicine. Through a detailed comparative analysis of the proteomes of Procyanidin B2-treated and control FGSCs, we identified and quantified a large number of proteins, performed extensive functional annotations, and analyzed differentially expressed proteins. These data establish a solid foundation for understanding the regulatory mechanisms governing FGSC development and the potential therapeutic effects of Procyanidin B2, offering valuable insights for reproductive biology and medicine.
DOI: 10.17632/f6r36gt7sg
title: Solar Control of the Martian Dayglow: A Decade of MAVEN/IUVS Observations

description: fits_data.txt-- MAVEN/IUVS L1 c limb observations for CO Cameron, CO2+ UVD and OI 297.2 nm emissions, between 18 October 2014 to and 14 May 2025.
cameron_peak_info.csv--Chapman fitting results (peak intensity, peak altitude, and corresponding geometric parameters), for the limb profile of CO Cameron bands.
uvd_peak_info.csv--Chapman fitting results (peak intensity, peak altitude, and corresponding geometric parameters), for the limb profile of CO2+ UVD.
o2972_peak_info.csv--Chapman fitting results (double-peak intensity, double-peak altitude, and corresponding geometric parameters), for the limb profile of OI 297.2 nm emission.
cameron_solar_flux.csv--The simultaneous solar X-ray and EUV flux at Mars relates to the CO Cameron limb measurements.
uvd_solar_flux.csv--The simultaneous solar X-ray and EUV flux at Mars relates to the CO2+ UVD limb measurements.
o2972_solar_flux.csv--The simultaneous solar X-ray and EUV flux at Mars relates to the OI 297.2 nm limb measurements.
cameron_sf_H.csv-- Scale height derived from the CO Cameron emission varies with the corresponding solar X-ray and EUV flux.
uvd_sf_H.csv-- Scale height derived from the CO2+ UVD emission varies with the corresponding solar X-ray and EUV flux.
o2972_sf_H.csv-- Scale height derived from the OI 297.2 nm emission varies with the corresponding solar X-ray and EUV flux.
cameron_ls_H.csv-- Scale height derived from the CO Cameron emission varies with the corresponding solar longitude.
uvd_ls_H.csv-- Scale height derived from the CO2+ UVD emission varies with the corresponding solar longitude.
o2972_ls_H.csv-- Scale height derived from the OI 297.2 nm emission varies with the corresponding solar longitude.