cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17560884
title: Dissecting the Impact of Lactylation on Breast Cancer Prognosis and Its Underlying Mechanisms by Combining Single-Cell and Spatial Transcriptomics Technologies

description: This dataset includes both the derived data objects (Seurat object, RCTD outputs, regulon matrices) and the analysis code scripts.
description: Background: Breast cancer, as one of the most common malignant tumors among women worldwide, its heterogeneity, invasiveness and drug resistance pose great challenges to clinical treatment. Lactylation, as an emerging post-translational modification of proteins, has been proven to play an important role in tumor biology, especially in the regulation of the tumor microenvironment (TME) and immune microenvironment. However, the role of lactylation in breast cancer is not yet fully understood.

Methods: Download the RNA-seq data and clinical data of breast cancer from TCGA, GEO and Metabric databases. Use Cox regression analysis and Least Absolute Shrinkage and Selection Operator (LASSO) analysis to build a risk prediction model, and use Kaplan-Meier (KM) analysis and Receiver Operating Characteristic (ROC) curve to verify the accuracy of the model. In addition, use the consensus clustering method to determine the relevant clusters of breast cancer patients and verify the clinical predictive significance of the lactylation model genes again. We also conduct a detailed exploration of the potential mechanisms by which the lactylation model genes lead to poor prognosis in patients through single-cell and spatial transcriptomics (ST).

Results: Six lactylation-related breast cancer prognosis models with prognostic value for patients were constructed, and these six genes were all risk factors for breast cancer patients. Through the consensus clustering method, it was found that these six lactylation-related Differentially Expressed Genes (DEGs) could also be used to classify breast cancer patients, and the subtypes with poor prognosis had high expression of these genes. Then, through immune analysis, obvious immune heterogeneity was found among patients of different subtypes. In order to explore the potential mechanism of poor prognosis, single-cell and ST analysis revealed that CORO6+Epi might be the lactylation-related subtypes leading to poor prognosis in breast cancer. SCENIC transcription factor analysis identified that E2F3 might drive the formation of the malignant phenotype of CORO6+Epi. Finally, through cell communication analysis, it was found that CORO6+Epi might be regulated by POSTN fibroblasts through the THBS2 - SDC4 axis to promote tumor progression.

Conclusion: A new lactylation-related gene prediction model was successfully constructed, which can accurately predict breast cancer patients with poor prognosis. It was also found that this might be related to the transcription factor E2F3 and the THBS2 - SDC4 axis between CORO6+Epi and POSTN fibroblasts, providing new therapeutic targets for the precision treatment of breast cancer.
DOI: 10.25549/gar-c81-25558
title: Gregory C. Parent, letter, 1932?, to Hamlin Garland

description: Gregory C. Parent, letter, 1932?, to Hamlin Garland. "I am sending this as one of the smaller groups which I spoke to you about." -- first line.
DOI: 10.25549/gar-c81-28768
title: Hamlin Garland, letter, to Theodore Roosevelt

description: Hamlin Garland, 71 East 92nd Street, New York Manhattan, New York, USA, letter, [no year] September 14, to Theodore Roosevelt. "Your letter and one from Brander Matthews came today in the same mail." -- first line.
DOI: 10.25549/gar-c81-25401
title: Albert B. Paine, letter, 1921-08-02, to Hamlin Garland

description: Albert B. Paine, Bronxville, New York, USA, letter, 1921 August 2, to Hamlin Garland. "I'm sending you 2 self[?] pics [pictures] and 2 mss. [manuscripts]." -- first line.
DOI: 10.25549/gar-c81-28809
title: Olive B. Sarre, letter, 1926-06-30, to Hamlin Garland

description: Olive B. Sarre (Yama Farms), Napanoch, New York, USA, letter, 1926 June 30, to Hamlin Garland. "Frank Seaman received your letter of June 17th, and I fear he may be long in writing -- you know it is his privilege to be lazy, about such things." -- first line.
DOI: 10.25549/gar-c81-28873
title: Theodore Roosevelt, letter, 1907-11-23, to Hamlin Garland

description: Theodore Roosevelt (The White House), 1600 Pennsylvania Avenue North West, Washington, District of Columbia, USA, letter, 1907 November 23, to Hamlin Garland. Letter fragment. "Thank you for your letter." -- first line.
DOI: 10.25549/gar-c81-29247
title: Hamlin Garland, letter, to John Singer Sargent

description: Hamlin Garland, 10 Sloane Terrace Mansions, Westminster, England; United Kingdom, letter, to John Singer Sargent. Copy. I hardly dare tell you how greatly delighted we all are by your kind invitation." -- first line.
DOI: 10.25549/gar-c81-25209
title: Fred Lewis Pattee, letter, 1917-10-09, to Hamlin Garland

description: Fred Lewis Pattee (Department of English), The Pennsylvania State College, State College, Pennsylvania, USA, letter, 1917 October 9, to Hamlin Garland. "Your last letter found me in the corn belt -- a New England Yankee who had crossed the Atlantic six times and had never before been farther west than Ohio." -- first line.
DOI: 10.25549/gar-c81-24742
title: Gilbert Parker, letter, 1923-06-08, to Hamlin Garland

description: Gilbert Parker, 24 Portman Square, London, England, letter, 1923 June 8, to Hamlin Garland. "Oh, you wished now to come when I cannot see you for some time; for I go into a nursing home at 4 Dorset-Square on Monday next,a nd I am to be operated on Tuesday next, and I shall be at the home for a month I am told." -- first line.
DOI: 10.25549/gar-c81-29192
title: Elizabeth Row, letter, 1913-04-28, to Hamlin Garland

description: Elizabeth Row, 2311 Sherman Avenue, Evanston, Illinois, USA, letter, 1913 April 28, to Hamlin Garland. "I am enclosing the copy of my new circular." -- first line.
DOI: 10.25549/gar-c81-25292
title: Henry Gallup Paine, letter, 1915-12-14, to Hamlin Garland

description: Henry Gallup Paine (Simplified Spelling Board), 1 Madison Avenue, New York, New York, USA, letter, 1915 December 14, to Hamlin Garland, 6427 Greenwood Avenue, Chicago, Illinois, USA. "It givs [sic] me plesur [sic] to inform you that your name has been proposed for membership in the Simplified Spelling Board by Brander Matthews, and that the nomination has receivd [sic] the unanimus [sic] approval of the Trustees." -- first line.
DOI: 10.25549/gar-c81-24875
title: Albert B. Paine, letter, 1936-03-26, to Hamlin Garland

description: Albert B. Paine, Hotel Windsor, [Hemming Park, Hogan Street], Jacksonville, Florida, USA, letter, 1936 March 26, to Hamlin Garland. "Your letter caught me here." -- first line.
DOI: 10.25549/gar-c81-28772
title: Hamlin Garland, letter, 1913-05-08, to Theodore Roosevelt

description: Hamlin Garland, letter, 1913 May 8, to Theodore Roosevelt (The Outlook), 287 4th Avenue, New York, New York, USA. "Your little note is tremendously important to me." -- first line.
DOI: 10.15468/dl.vj4kq4
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Machine Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Setophaga cerulea",
 "Year 1980-2025"
 ]
}

 The dataset includes 102 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023746-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/gar-c81-25423
title: Albert B. Paine, letter, 1933-11-19, to Hamlin Garland

description: Albert B. Paine, Elmcrest, Norwalk, Connecticut, USA, letter, 1933 November 19, to Hamlin Garland. "I'll attend to those books first time I go in." -- first line.
DOI: 10.25549/gar-c81-25195
title: Gilbert Parker, letter, 1924-07-14, to Hamlin Garland

description: Gilbert Parker, 24 Portman Square, London, England, letter, 1924 July 14, to Hamlin Garland. "I am very sorry indeed, but I fear it will be impossible for me to see you this week." -- first line.
DOI: 10.15468/dl.7dfynz
title: Occurrence Download

description: A dataset containing 3048 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Talicada nyseus"
 ]
}

 The dataset includes 3048 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023747-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/gar-c81-29007
title: Lew Sarett, letter, 1924-01-31, to Hamlin Garland

description: Lew Sarett (School of Speech of Northwestern University), 201 Rdige Avenue, Evanston, Illinois, USA, letter, 1924 January 31, to Hamlin Garland. "Thank you for your little note acknowledging my review of your book." -- first line.
DOI: 10.25549/gar-c81-29014
title: J. Almus Russell, letter, 1940-04-08, to Constance Garland Harper

description: J. Almus Russell (Dakota Wesleyan University), 1200 West University Avenue, Mitchell, South Dakota, USA, letter, 1940 April 8, to Constance Garland Harper, 4763 West 5th Street, Los Angeles, California, USA. "It is with great sorrow that I have learned of the passing of your distinguished father." -- first line.
DOI: 10.25549/gar-c81-28810
title: Olive B. Sarre, letter, 1926-06-30, to Hamlin Garland

description: Olive B. Sarre (Yama Farms), Napanoch, New York, USA, letter, 1926 June 30, to Hamlin Garland. "Frank Seaman received your letter of June 17th, and I fear he may be long in writing -- you know it is his privilege to be lazy, about such things." -- first line.
DOI: 10.25549/gar-c81-29315
title: Theodore Roosevelt, letter, 1917-06-06, to Esten W. Porter

description: Theodore Roosevelt (Metropolitan), 432 4th Avenue, New York, New York, USA, letter, 1917 June 6, to Esten W. Porter, 1216 83rd Street, New York, New York, USA. "I thank you for your letter, and appreciate it." -- first line.
DOI: 10.25549/gar-c81-18449
title: Thomas A. Janvier, letter, 1894-01-09, to Hamlin Garland

description: Thomas A. Janvier (The Century), 7 West 43rd Street, New York, New York, USA, letter, 1894 January 9, to Hamlin Garland. "I am very sorry that the foray across your border, from which I am just now returned, has been a total failure." -- first line.
DOI: 10.25549/gar-c81-18490
title: Johannes V. Jensen, letter, 1905-12-06, to Hamlin Garland

description: Johannes V. Jensen, letter, 1905 December 6, to Hamlin Garland. "One of the first days I am going home to Demark." -- first line.
DOI: 10.25549/gar-c81-23503
title: William Dobbin Miller, letter, 1925-01-10, to Hamlin Garland

description: William Dobbin Miller, Boothwyn, Pennsylvania, USA, letter, 1925 January 10, to Hamlin Garland. "It is now about two years ago since I first came under your tonice as a psychic after an unexpected demonstration at Yama Farms N[ew] Y[ork], your attention being called, I understand when the control delivered a message to some for their friends there." -- first line.
DOI: 10.25549/gar-c81-23304
title: George Middleton, letter, 1911-07-24, to Hamlin Garland

description: George Middleton (Players Club), [16 Gramercy Place], New York, New York, USA, letter, 1911 July 24, to Hamlin Garland, State Normal, Greeley, Colorado, USA. "Your kind letters concerning State[?] Norm[al?] at hand: I am indeed grateful for your good and cares[?] it." -- first line. With envelope.
DOI: 10.25549/gar-c81-23305
title: George Middleton, letter, 1911-07-24, to Hamlin Garland

description: George Middleton (Players Club), [16 Gramercy Place], New York, New York, USA, letter, 1911 July 24, to Hamlin Garland, State Normal, Greeley, Colorado, USA. "Your kind letters concerning State[?] Norm[al?] at hand: I am indeed grateful for your good and cares[?] it." -- first line. With envelope.
DOI: 10.25549/gar-c81-18473
title: Nancy Jeffris, letter, 1934-05, to Malcolm R. Jeffris & Ida Jeffris

description: Nancy Jeffris (Beloit College), North College, Beloit, Wisconsin, letter, [1934 May], to "mother and dad" [Malcolm R. Jeffris and Ida Jeffris]. "I haven't much time but I want to at least start this before dinner." -- first line. Incomplete letter. Includes partial transcription.
DOI: 10.25549/gar-c81-25289
title: T.P. O'Connor, letter, 1924-06-21, to Hamlin Garland

description: T.P. O'Connor, Morpeth Mansion, [Morpeth Terrace], London, England, letter, 1924 June 21, to Hamlin Garland. "With regard to our appointment for Tuesday, will you come here to my flat and 4:30; we can have a little talk; and then I want to take you on to tea to a famous countrywoman of yours, Mrs. Harry Brown, who is now living at Norfolk House, and who will be delighted to see you." -- first line.
DOI: 10.25549/gar-c81-23756
title: Clara Jane Moody, letter, 1918-02-04, to Hamlin Garland

description: Clara Jane Moody, 514 East 3rd Street, Uhrichsville, Ohio, USA, letter, 1918 February 4, to Hamlin Garland. "I want to tell you of the pleasure your book -- 'A Son of the Middle Border' has given my husband and myself." -- first line.
DOI: 10.25549/gar-c81-25115
title: Harry Oliver, letter, 1938-05-12, to Hamlin Garland

description: Harry Oliver, letter, 1938 May 12, to Hamlin Garland, 20545 [sic, i.e. 2045] De Mille Drive, [Laughlin Park], Hollywood, Los Angeles, California, USA. "For M-G-M's picture, 'Of Human Hearts', it fell my duty to build a rural village of 1860, on the shores of a secluded cover at Lake Arrowhead." -- first line. Includes excerpt from a letter: Rupert Hughes, letter, 1838 May 12, to Harry Oliver. Also includes a clipping: Lee Shippey "Lee side o' L.A.': Writer's town" Los Angeles times (1938 April 2).
DOI: 10.25549/gar-c81-23634
title: William D. Moffat, letter, 1919-12-10, to Hamlin Garland

description: William D. Moffat (The Mentor Association), 114-116 East 16th Street, New York, New York, USA, letter, 1919 December 10, to Hamlin Garland, 71 East 92nd Street, New York, New York, USA. "I have read the new draft of the article on 'Roosevelt' with great satisfaction." -- first line.
DOI: 10.25549/gar-c81-25155
title: Gilbert Parker, letter, 1922-07-11, to Hamlin Garland

description: Gilbert Parker, 24 Portman Square, London, England, letter, 1922 July 11, to Hamlin Garland. "I'm off tomorrow to Le Touquet." -- first line.
DOI: 10.25549/gar-c81-28938
title: Elizabeth Row, letter, 1913-04-26, to Hamlin Garland

description: Elizabeth Row, 2311 Sherman Avenue, Evanston, Illinois, USA, letter, 1913 April 26, to Hamlin Garland. "The Art and Literature department of the Evanston Woman's Club is planning its program for the coming seaspm, and the announcement of your lecture has appealed to the committee." -- first line.
DOI: 10.25549/gar-c81-28801
title: Elihu Root, letter, 1925-03-14, to Hamlin Garland

description: Elihu Root, 998 5th Avenue, New York, New York, USA, letter, 1925 March 14, to Hamlin Garland, 71 East 92nd Street, New York Manhattan, New York, USA. "I thank you very much for sending me 'Daughter of the Middle West'." -- first line.
DOI: 10.25549/gar-c81-29211
title: Theodore Roosevelt, letter, 1916-07-30, to Hamlin Garland

description: Theodore Roosevelt, 20 Sagamore Hill Road, Oyster Bay, New York, USA, letter, 1916 July 30, to Hamlin Garland. "I like your 'High Trails' so much that I couldn't resist telling you so." -- first line.
DOI: 10.25549/gar-c81-28726
title: Ehrick Kensett Rossiter, letter, 1920-05-04, to Hamlin Garland

description: Ehrick Kensett Rossiter (The Century Club), 7 West 43rd Street, New York, New York, USA, letter, 1920 May 4, to Hamlin Garland. "Are you willing to be importuned once more and append your name to a book that has excited the admiration of my friend (illegible) Terell." -- first line.
DOI: 10.25549/gar-c81-25062
title: J.B. Oakleaf, letter, 1912-04-05, to Hamlin Garland

description: J.B. Oakleaf (After Dinner Club), Moline, Illinois, USA, letter, 1912 April 5, to Hamlin Garland, 6427 Greenwood Avenue, Chicago, Illinois, USA. "Haven't heard from you for some time, but take it for granted that you will be with us Monday night next." -- first line.
DOI: 10.15468/dl.sa7hfs
title: Occurrence Download

description: A dataset containing 427580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe)",
 "TaxonKey is Rattus"
 ]
}

 The dataset includes 427580 records from 1237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023737-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yo4abv
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043157-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.juzdzc
title: Occurrence Download

description: A dataset containing 704860167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 704860167 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221987-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.um8cmr
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens curtisii Hook.fil."
 ]
}

 The dataset includes 16 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031800-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9m1v9
title: Occurrence Download

description: A dataset containing 1011705036 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1011705036 records from 20844 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046564-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4uw4d
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Megaphobema robustum"
 ]
}

 The dataset includes 64 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008119-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uy5c64
title: Occurrence Download

description: A dataset containing 198 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 Eriosema cordatum",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 198 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008120-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cr5aua
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Montserrat",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Poaceae, Cyperaceae)"
 ]
}

 The dataset includes 295 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008118-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15472/ya9qkp
title: Semillas dispersadas por avifauna en gradiente de invasión de Ulex europaeus: Teusacá - 2025

description: Este conjunto de datos documenta la lluvia de semillas dispersadas por la avifauna (ornitocoria) en un ecosistema de bosque altoandino afectado por diferentes niveles de invasión de Ulex europaeus (retamo espinoso). El objetivo principal de la investigación fue Evaluar la lluvia de semillas bajo perchas para aves en bosques altoandinos con presencia de Ulex europaeus L.La metodología consistió en comparar la efectividad de perchas artificiales frente a trampas de semilla control (sin estructura) a lo largo de un gradiente de invasión. El grupo taxonómico abarcado incluye morfotipos y especies de semillas de plantas nativas y exóticas, asociadas a la actividad de aves frugívoras locales. El área geográfica de estudio corresponde a la cuenca del río Teusacá, ubicada en los cerros orientales de Bogotá y zonas aledañas (Cundinamarca, Colombia).Los datos se enmarcan dentro del proyecto de investigación "Lluvia de semillas dispersadas por aves utilizando perchas artificiales en un ecosistema de bosque con presencia de Ulex europaeus L.", financiado por el Jardín Botánico de Bogotá José Celestino Mutis. El recurso finaliza con la consolidación de un total de 415 registros biológicos tomados entre julio y octubre de 2025.
DOI: 10.15468/dl.yb6smq
title: Occurrence Download

description: A dataset containing 5558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myiotheretes fumigatus",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5558 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008121-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18764245
title: AutoTrader Vehicle Listings Dataset

description: New, used, and certified pre-owned vehicle listings from AutoTrader with pricing, KBB valuations, dealer info, drivetrain specs, and listing placement data.

Full Dataset

This is a sample of the AutoTrader Vehicle Listings Dataset published by 
Rebrowser. 
The full dataset is updated daily.

Browse, filter, and export the complete dataset at 
https://rebrowser.net/products/datasets/autotrader.

Entities in this dataset



Car Listings — AutoTrader vehicle listings with make, model, trim, body style, mileage, MSRP, KBB fair price range, deal rating, drivetrain, fuel type, seller location, and listing priority.


Links



Full AutoTrader Vehicle Listings Dataset dataset on Rebrowser

All Rebrowser datasets

Free datasets for academic research

Pricing & plans

Contact us


Last updated: 2026-02-24 · 30,000 rows in this sample
description: Published by Rebrowser (https://rebrowser.net). This is a free sample — the full dataset is available at https://rebrowser.net/products/datasets/autotrader. Free for research and non-commercial use with attribution. For commercial use, see https://rebrowser.net/pricing.