MX2022004501A - Clasificacion de microambientes tumorales. - Google Patents

Clasificacion de microambientes tumorales.

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Publication number
MX2022004501A
MX2022004501A MX2022004501A MX2022004501A MX2022004501A MX 2022004501 A MX2022004501 A MX 2022004501A MX 2022004501 A MX2022004501 A MX 2022004501A MX 2022004501 A MX2022004501 A MX 2022004501A MX 2022004501 A MX2022004501 A MX 2022004501A
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MX
Mexico
Prior art keywords
population
tme
cancer
subject
classifiers
Prior art date
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MX2022004501A
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English (en)
Inventor
Laura E Benjamin
Kristen Strand-Tibbitts
Bronislaw Pytowsky
Matjaz Zganec
Luka Ausec
Rafael Rosengarten
Miha Stajdohar
Original Assignee
Oncxerna Therapeutics Inc
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Application filed by Oncxerna Therapeutics Inc filed Critical Oncxerna Therapeutics Inc
Publication of MX2022004501A publication Critical patent/MX2022004501A/es

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Abstract

La descripción proporciona clasificadores basados en la población y no basados en la población para categorizar pacientes y cánceres. Los clasificadores basados en la población descritos integran firmas, es decir, puntuaciones globales relacionadas con la expresión de genes en paneles de genes particulares. Los clasificadores no basados en la población se generan utilizando técnicas de aprendizaje automático (por ejemplo, regresión, bosques aleatorios o ANN). Cada tipo de clasificador estratifica a los pacientes y los cánceres según los microambientes tumorales (TME) como positivos a biomarcador o negativos a biomarcador, y las decisiones de tratamiento se guían por la presencia/ausencia de un TME particular. También se proporcionan métodos para tratar a un sujeto, por ejemplo, un sujeto humano, afectado por cáncer que comprende administrar una terapia particular dependiendo de la clasificación del TME del cáncer según los clasificadores divulgados. También se proporcionan tratamientos personalizados que pueden ser administrados a un sujeto que tiene cáncer clasificado en un TME particular, y a paneles de genes que se pueden usar para identificar a un sujeto humano afectado por un cáncer adecuado para tratamiento con un agente terapéutico particular.
MX2022004501A 2019-11-07 2020-11-04 Clasificacion de microambientes tumorales. MX2022004501A (es)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201962932307P 2019-11-07 2019-11-07
US202063008367P 2020-04-10 2020-04-10
US202063060471P 2020-08-03 2020-08-03
US202063070131P 2020-08-25 2020-08-25
PCT/US2020/058956 WO2021092071A1 (en) 2019-11-07 2020-11-04 Classification of tumor microenvironments

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MX2022004501A true MX2022004501A (es) 2022-05-06

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US (1) US20210174908A1 (es)
EP (1) EP4055609A1 (es)
JP (1) JP2023500054A (es)
KR (1) KR20220094193A (es)
CN (1) CN114556480A (es)
AU (1) AU2020378280A1 (es)
CA (1) CA3151629A1 (es)
IL (1) IL291748A (es)
MX (1) MX2022004501A (es)
TW (1) TW202132573A (es)
WO (1) WO2021092071A1 (es)

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CN117743957B (zh) * 2024-02-06 2024-05-07 北京大学第三医院(北京大学第三临床医学院) 一种基于机器学习的Th2A细胞的数据分选方法及相关设备

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