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1.
bioRxiv ; 2024 Jul 16.
Artículo en Inglés | MEDLINE | ID: mdl-39071392

RESUMEN

Identifying host genetic factors modulating immune checkpoint inhibitor (ICI) efficacy has been experimentally challenging because of variations in both host and tumor genomes, differences in the microbiome, and patient life exposures. Utilizing the Collaborative Cross (CC) multi-parent mouse genetic resource population, we developed an approach that fixes the tumor genomic configuration while varying host genetics. With this approach, we discovered that response to anti-PD-1 (aPD1) immunotherapy was significantly heritable in four distinct murine tumor models (H2 between 0.18-0.40). For the MC38 colorectal carcinoma system (H2 = 0.40), we mapped four significant ICI response quantitative trait loci (QTL) localized to mouse chromosomes (mChr) 5, 9, 15 and 17, and identified significant epistatic interactions between specific QTL pairs. Differentially expressed genes within these QTL were highly enriched for immune genes and pathways mediating allograft rejection and graft vs host disease. Using a cross species analytical approach, we found a core network of 48 genes within the four QTLs that showed significant prognostic value for overall survival in aPD1 treated human cohorts that outperformed all other existing validated immunotherapy biomarkers, especially in human tumors of the previously defined immune subtype 4. Functional blockade of two top candidate immune targets within the 48 gene network, GM-CSF and high affinity IL-2/IL-15 signaling, completely abrogated the MC38 tumor transcriptional response to aPD1 therapy in vivo. Thus, we have established a powerful cross species in vivo platform capable of uncovering host genetic factors that establish the tumor immune microenvironment configuration propitious for ICI response.

3.
Nat Cell Biol ; 24(8): 1306-1318, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35864314

RESUMEN

Endometriosis is characterized by the growth of endometrial-like tissue outside the uterus. It affects many women during their reproductive age, causing years of pelvic pain and potential infertility. Its pathophysiology remains largely unknown, which limits early diagnosis and treatment. We characterized peritoneal and ovarian lesions at single-cell transcriptome resolution and compared them to matched eutopic endometrium, unaffected endometrium and organoids derived from these tissues, generating data on over 122,000 cells across 14 individuals. We spatially localized many of the cell types using imaging mass cytometry. We identify a perivascular mural cell specific to the peritoneal lesions, with dual roles in angiogenesis promotion and immune cell trafficking. We define an immunotolerant peritoneal niche, fundamental differences in eutopic endometrium and between lesion microenvironments and an unreported progenitor-like epithelial cell subpopulation. Altogether, this study provides a holistic view of the endometriosis microenvironment that represents a comprehensive cell atlas of the disease in individuals undergoing hormonal treatment, providing essential information for future therapeutics and diagnostics.


Asunto(s)
Coristoma , Endometriosis , Quistes Ováricos , Neoplasias Ováricas , Coristoma/complicaciones , Coristoma/genética , Coristoma/metabolismo , Endometriosis/genética , Endometriosis/metabolismo , Endometrio/metabolismo , Femenino , Humanos , Quistes Ováricos/complicaciones , Quistes Ováricos/metabolismo , Quistes Ováricos/patología , Neoplasias Ováricas/patología , Análisis de la Célula Individual , Microambiente Tumoral
4.
Nat Genet ; 53(10): 1456-1468, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34594038

RESUMEN

Glioma intratumoral heterogeneity enables adaptation to challenging microenvironments and contributes to therapeutic resistance. We integrated 914 single-cell DNA methylomes, 55,284 single-cell transcriptomes and bulk multi-omic profiles across 11 adult IDH mutant or IDH wild-type gliomas to delineate sources of intratumoral heterogeneity. We showed that local DNA methylation disorder is associated with cell-cell DNA methylation differences, is elevated in more aggressive tumors, links with transcriptional disruption and is altered during the environmental stress response. Glioma cells under in vitro hypoxic and irradiation stress increased local DNA methylation disorder and shifted cell states. We identified a positive association between genetic and epigenetic instability that was supported in bulk longitudinally collected DNA methylation data. Increased DNA methylation disorder associated with accelerated disease progression and recurrently selected DNA methylation changes were enriched for environmental stress response pathways. Our work identified an epigenetically facilitated adaptive stress response process and highlights the importance of epigenetic heterogeneity in shaping therapeutic outcomes.


Asunto(s)
Neoplasias Encefálicas/genética , Plasticidad de la Célula/genética , Epigénesis Genética , Glioma/genética , Análisis de la Célula Individual , Estrés Fisiológico/genética , Evolución Clonal , Variaciones en el Número de Copia de ADN/genética , Metilación de ADN/genética , Regulación Neoplásica de la Expresión Génica , Heterogeneidad Genética , Genoma Humano , Humanos , Mutación/genética , Filogenia , Regiones Promotoras Genéticas/genética , Microambiente Tumoral/genética
5.
Contracept X ; 2: 100039, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32995746

RESUMEN

OBJECTIVE: The objective was to characterize and compare in vivo rates of levonorgestrel (LNG) release from Sino-implant (II) and Jadelle® contraceptive implants. STUDY DESIGN: We sampled 48 Sino-implant (II) and 49 Jadelle® explant sets for residual LNG content from participants treated for up to 51 months in a randomized contraceptive efficacy trial in the Dominican Republic (DR). Additional Sino-implant (II) explants were obtained from 8 women who became pregnant in the DR trial and 10 who contributed 3 to 5 years of use in a cohort study in China. Baseline LNG loads were estimated from five unused implant sets per device type. Release profiles were estimated using mixture models that captured initial burst fractions and compared with efficacy and pharmacokinetics data from the DR trial. RESULTS: Estimated baseline LNG loads for Sino-implant (II) and Jadelle® were 142.8 mg and 150.5 mg, respectively (vs. the labeled 150 mg). There was an initial burst release of drug (5.6% and 7.9%, respectively) followed by an exponential decrease in LNG content evident for each device. Release rates were significantly lower for Sino-implant (II) throughout the treatment period, with estimated rates after 3 years of 24.2 mcg/day and 29.0 mcg/day for Sino-implant (II) and Jadelle®, respectively. The estimated Sino-implant (II) rate after 3 years was similar to the predicted rate after 5 years (23.6 mcg/day) for Jadelle® (rate ratio: 1.03; 95% confidence interval: 0.92-1.13). CONCLUSIONS: Sino-implant (II) LNG release rates were significantly lower than Jadelle® with Sino-implant (II) rates through year 3 comparable to Jadelle® rates through year 5. These results reinforce the 3-year duration of action for which Sino-implant (II) was prequalified by the World Health Organization. IMPLICATIONS: This analysis confirms the WHO prequalification of Sino-implant (II) for 3 years of use and supports different durations of action for Jadelle® and Sino-implant (II). It provides additional evidence that this approach can complement efficacy trials in determining duration of action of hormonal contraceptives in general.

6.
Contraception ; 90(3): 249-52, 2014 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-24965314

RESUMEN

OBJECTIVES: Complications during contraceptive implant removal are important for users and programs. We describe breakage rates during Sino-implant (II) removals at four Chinese family planning clinics. STUDY DESIGN: We collected data by observation of consecutive removal cases and subsequent data transcription onto a standardized case report form. Three sites used the "pull out" removal technique, and one site used the "U" technique. RESULTS: Sino-implant (II) rods were removed from 318 women. There were 16 implant breaks (5.0%), with the breakage rate varying by site from 0% to 7.4%. All 16 breaks occurred at the three sites that used the standard "pull out" technique. Six implants were cut by the scalpel, five were snapped by the clamp, and five were unspecified. Other contributing factors included deeper or wider positioning of the implants (n=6) and implants that were enveloped by thick fibrous tissue (n=3). There was no relationship between breakage rate and duration of implant use. Less than 1% of removals took more than 10 min. CONCLUSIONS: Both the standard "pull out" technique as well as the "U" technique can be used to remove Sino-implant (II). Breakage during implant removal may not be problematic if all fragments of the rod are readily removable. Breakage occurs with predictable low frequency, and training is needed to assure that providers can deal with breakage events. IMPLICATIONS: Contraceptive implant removal complications are important for users and programs. These are some of the first data on breakage during removal of Sino-implant (II). More than one removal technique can be used, but training is required to ensure that providers can deal with the infrequent implant breaks.


Asunto(s)
Anticonceptivos Femeninos , Remoción de Dispositivos/efectos adversos , Falla de Equipo , Levonorgestrel , Errores Médicos/efectos adversos , Satisfacción del Paciente , Complicaciones Posoperatorias/prevención & control , Adulto , Instituciones de Atención Ambulatoria , China , Implantes de Medicamentos , Femenino , Humanos , Satisfacción del Paciente/etnología , Complicaciones Posoperatorias/etnología , Factores de Tiempo
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