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108 citation(s) found for "Lucien, Fabrice".

Pembrolizumab in Combination with Neoadjuvant Chemoradiotherapy for Patients with Resectable Adenocarcinoma of the Gastroesophageal Junction
Zhu, Mojun , Foster, Nathan R. , Hartley, Christopher , Mounajjed, Taofic, Fruth, Briant, Beamer, Staci E. , Harrington, Susan M. , Pitot, Henry C., Sanhueza, Cristobal T., Feng, Yening , Herrmann, Joerg , Huang, Bing, Bekaii‐Saab, Tanios , Wigle, Dennis A. , Ahn, Daniel H. , Hallemeier, Chris L., Yoon, Harry H. , Salomao, Marcela A, Fruth, Briant F, Feng, Yening , McWilliams, Robert R , Huang, Bing Q, Ma, Wen Wee , Dong, Haidong , Wigle, Dennis, Blackmon, Shanda , Yoon, Harry H , Bekaii-Saab, Tanios S , Chen, Chunhua , Hartley, Christopher P , Salomao, Marcela , Kim, Yohan , McWilliams, Robert R. , Lucien, Fabrice , Wee, Wen , Dong, Haidong

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Clinical Cancer Research | May 12, 2022 | Volume: 28 | Issue: 14 | Pages: 3021-3031

10.1158/1078-0432.ccr-22-0413 | PMID 35552651 Get It

Abstract Purpose: This phase Ib/2 trial investigated pembrolizumab-containing trimodality therapy in patients with gastroesophageal junction (GEJ) adenocarcinoma. Patients and Methods: Patients with GEJ adenocarcinoma (cT1–3NanyM0) received neoadjuvant pembrolizumab-containing chemoradiation (CROSS regimen) followed by surgical resection and adjuvant pembrolizumab. The primary endpoints were tolerability in the first 16 patients and pathologic complete response [pCR (ypT0N0)]. Secondary endpoints included progression-free survival (PFS) and overall survival (OS). An independent propensity-score-matched cohort (treated with CROSS without immunotherapy) was used for comparison. Exploratory analyses included immune biomarkers in the tumor microenvironment (TME) and plasma. Results: We enrolled 31 eligible patients, of whom 29 received all expected doses of neoadjuvant pembrolizumab and 28 underwent R0 resection. Safety endpoints were met. The primary efficacy endpoint was not met [7/31 (22.6%) achieved pCR]. Patients with high [i.e., combined positive score (CPS) ≥ 10] baseline expression of programmed death (PD)-L1 in the TME had a significantly higher pCR rate than those with low expression [50.0% (4/8) vs. 13.6% (3/22); P = 0.046]. Patients with high PD-L1 expression also experienced longer PFS and OS than propensity-score-matched patients. Among trial patients with PD-L1 CPS < 10, unprespecified analysis explored whether extracellular vesicles (EV) could identify further responders: an elevated plasma level of PD-L1–expressing EVs was significantly associated with higher pCR. Conclusions: Adding pembrolizumab to trimodality therapy showed acceptable tolerability but did not meet the pre-specified pCR endpoint. Exploratory analyses suggested that high PD-L1 expression in the TME and/or on EVs may identify patients most likely to achieve tumor response.
Assessment of extracellular vesicle isolation methods from human stool supernatant
Northrop‐Albrecht, Emmalee J. , Huang, Bing, Kisiel, John B. , Huang, Bing Q, Kisiel, John B , Lucien, Fabrice , Taylor, William R. , Lucien, Fabrice

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Journal of Extracellular Vesicles | April 5, 2022 | Volume: 11 | Issue: 4 | Pages: No page available

10.1002/jev2.12208 | PMID 35383410 Get It

AbstractExtracellular vesicles (EVs) are of growing interest due to their potential diagnostic, disease surveillance, and therapeutic applications. While several studies have evaluated EV isolation methods in various biofluids, there are few if any data on these techniques when applied to stool. The latter is an ideal biospecimen for studying EVs and colorectal cancer (CRC) because the release of tumour markers by luminal exfoliation into stool occurs earlier than vascular invasion. Since EV release is a conserved mechanism, bacteria in stool contribute to the overall EV population. In this study, we assessed five EV separation methods (ultracentrifugation [UC], precipitation [EQ‐O, EQ‐TC], size exclusion chromatography [SEC], and ultrafiltration [UF]) for total recovery, reproducibility, purity, RNA composition, and protein expression in stool supernatant. CD63, TSG101, and ompA proteins were present in EV fractions from all methods except UC. Human (18s) and bacterial (16s) rRNA was detected in stool EV preparations. Enzymatic treatment prior to extraction is necessary to avoid non‐vesicular RNA contamination. Ultrafiltration had the highest recovery, RNA, and protein yield. After assessing purity further, SEC was the isolation method of choice. These findings serve as the groundwork for future studies that use high throughput omics technologies to investigate the potential of stool‐derived EVs as a source for novel biomarkers for early CRC detection.
NKG7 Is a T-cell–Intrinsic Therapeutic Target for Improving Antitumor Cytotoxicity and Cancer Immunotherapy
Wen, Ti , Barham, Whitney , Li, Ying , Zhang, Henan , Gicobi, Joanina K. , Hirdler, Jacob B. , Liu, Xin , Ham, Hyoungjun , Martinez, Kodi E. Peterson, Lavoie, Roxane R. , Monie, Dileep D. , An, Zesheng , Harrington, Susan M. , Wu, Xiaosheng , Guo, Ruifeng , Dronca, Roxana , Yan, Yiyi , Liu, Minetta C. , Vasmatzis, George , Billadeau, Daniel D. , Peterson Martinez, Kodi E, Correia, Cristina , Monie, Dileep D , Dronca, Roxana S., Mansfield, Aaron S , Yan, Yiyi , Markovic, Svetomir , Park, Sean S , Liu, Minetta , Billadeau, Daniel D , Dong, Haidong , Guo, Ruifeng , Martinez, Kodi, Lucien, Fabrice , Li, Hu , Correia, Cristina , Mansfield, Aaron S. , Markovic, Svetomir N. , Park, Sean S. , Sun, Jie , Qin, Hong , Dong, Haidong

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Cancer Immunology Research | December 15, 2021 | Volume: 10 | Issue: 2 | Pages: 162-181

10.1158/2326-6066.cir-21-0539 | PMID 34911739 Get It

Abstract Cytotoxic CD8+ T cells (CTL) are a crucial component of the immune system notable for their ability to eliminate rapidly proliferating malignant cells. However, the T-cell intrinsic factors required for human CTLs to accomplish highly efficient antitumor cytotoxicity are not well defined. By evaluating human CD8+ T cells from responders versus nonresponders to treatment with immune checkpoint inhibitors, we sought to identify key factors associated with effective CTL function. Single-cell RNA-sequencing analysis of peripheral CD8+ T cells from patients treated with anti–PD-1 therapy showed that cells from nonresponders exhibited decreased expression of the cytolytic granule-associated molecule natural killer cell granule protein-7 (NKG7). Functional assays revealed that reduced NKG7 expression altered cytolytic granule number, trafficking, and calcium release, resulting in decreased CD8+ T-cell–mediated killing of tumor cells. Transfection of T cells with NKG7 mRNA was sufficient to improve the tumor-cell killing ability of human T cells isolated from nonresponders and increase their response to anti–PD-1 or anti–PD-L1 therapy in vitro. NKG7 mRNA therapy also improved the antitumor activity of murine tumor antigen–specific CD8+ T cells in an in vivo model of adoptive cell therapy. Finally, we showed that the transcription factor ETS1 played a role in regulating NKG7 expression. Together, our results identify NKG7 as a necessary component for the cytotoxic function of CD8+ T cells and establish NKG7 as a T-cell–intrinsic therapeutic target for enhancing cancer immunotherapy. See related article by Li et al., p. 154.
Deciphering Evolutionary Dynamics and Lineage Plasticity in Aggressive Prostate Cancer
Kyprianou, Natasha , Lucien, Fabrice , Lucien, Fabrice

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International Journal of Molecular Sciences | October 28, 2021 | Volume: 22 | Issue: 21 | Pages: 11645

10.3390/ijms222111645 | PMID 34769075 Get It

This Special Issue focuses on the molecular mechanisms involved in therapeutic resistance, lineage plasticity, and phenotypic reprogramming leading to prostate cancer recurrence and, ultimately, lethal disease [...]
Phase II Evaluation of Stereotactic Ablative Radiotherapy (SABR) and Immunity in 11C-Choline-PET/CT–Identified Oligometastatic Castration-Resistant Prostate Cancer
Zhang, Henan , Orme, Jacob J. , Abraha, Feven , Stish, Bradley J. , Lowe, Val J. , Tryggestad, E., Bold, Michael S., Pagliaro, Lance C. , Choo, C. Richard, Brinkmann, Debra H. , Iott, Matthew J., Quevedo, J. Fernando , Harmsen, William S. , Costello, Brian A. , Johnson, Geoffrey B. , Nathan, Mark A., Olivier, Kenneth R. , Pisansky, Thomas M. , Kwon, Eugene D., Tryggestad, Erik J, Brinkmann, Debra H , Davis, Brian J. , Costello, Brian A , Johnson, Geoffrey B , Dong, Haidong , Park, Sean S , Lucien, Fabrice , Dong, Haidong , Park, Sean S.

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Clinical Cancer Research | September 30, 2021 | Volume: 27 | Issue: 23 | Pages: 6376-6383

10.1158/1078-0432.ccr-21-2510 | PMID 34593526 Get It

Abstract Purpose: Outcomes for resistant metastatic castration-resistant prostate cancer (CRPC) are poor. Stereotactic ablative radiotherapy (SABR) induces antitumor immunity in clinical and preclinical studies, but immunologic biomarkers are lacking. Patients and Methods: Eighty-nine patients with oligometastatic CRPC were identified by 11C-Choline-PET (Choline-PET) from August 2016 to December 2019 and treated with SABR. Prespecified coprimary endpoints were 2-year overall survival (OS) and PSA progression. Secondary endpoints included 2-year SABR-treated local failure and 6-month adverse events. Correlative studies included peripheral blood T-cell subpopulations before and after SABR. Results: 128 lesions in 89 patients were included in this analysis. Median OS was 29.3 months, and 1- and 2-year OS were 96% and 80%, respectively. PSA PFS was 40% at 1 year and 21% at 2 years. Local PFS was 84.4% and 75.3% at 1 and 2 years, respectively, and no grade ≥3 AEs were observed. Baseline high levels of tumor-reactive T cells (TTR; CD8+CD11ahigh) predicted superior local, PSA, and distant PFS. Baseline high levels of effector memory T cells (TEM; CCR7−CD45RA−) were associated with improved PSA PFS. An increase in TTR at day 14 from baseline was associated with superior OS. Conclusions: This is the first comprehensive effector T-cell immunophenotype analysis in a phase II trial before and after SABR in CRPC. Results are favorable and support the incorporation of immune-based markers in the design of future randomized trials in patients with oligometastatic CRPC treated with SABR.
Surfaceome Profiling of Rhabdomyosarcoma Reveals B7-H3 as a Mediator of Immune Evasion
Lavoie, Roxane R. , Gargollo, Patricio C. , Ahmed, Mohamed E. , Baer, Emily , Phelps, Doris A., Charlesworth, M. Cristine , Wang, Liguo , Houghton, Peter J. , Cheville, John C. , Granberg, Candace F. , Lucien, Fabrice , Baer, Emily , Charlesworth, Cristine M, Lucien, Fabrice , Wang, Liguo , Ahmed, Mohamed , Kim, Yohan , Madden, Benjamin J. , Dong, Haidong

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Cancers | September 9, 2021 | Volume: 13 | Issue: 18 | Pages: 4528

10.3390/cancers13184528 | PMID 34572755 Get It

Novel therapeutic strategies are needed for the treatment of rhabdomyosarcoma (RMS), the most common soft-tissue sarcoma in children. By using a combination of cell surface proteomics and transcriptomic profiling of RMS and normal muscle, we generated a catalog of targetable cell surface proteins enriched in RMS tumors. Among the top candidates, we identified B7-H3 as the major immunoregulatory molecule expressed by RMS tumors. By using a large cohort of tissue specimens, we demonstrated that B7-H3 is expressed in a majority of RMS tumors while not detected in normal human tissues. Through a deconvolution analysis of the RMS tumor RNA-seq data, we showed that B7-H3-rich tumors are enriched in macrophages M1, NK cells, and depleted in CD8+-T cells. Furthermore, in vitro functional assays showed that B7-H3 knockout in RMS tumor cells increases T-cell mediated cytotoxicity. Altogether, our study uncovers new potential targets for the treatment of RMS and provides the first biological insights into the role of B7-H3 in RMS biology, paving the way for the development of next-generation immunotherapies.
Abstract 675: Radiotherapy inhibits the antitumor immune response through release of immunosuppressive tumor-derived extracellular vesicles in prostate cancer
Lavoie, Roxane R. , dong, Haidong, Lucien-Matteoni, Fabrice, Kim, Yohan , Dong, Haidong , Park, Sean S.

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Cancer Research | July 1, 2021 | Volume: 81 | Issue: 13_Supplement | Pages: 675-675

10.1158/1538-7445.am2021-675 Get It

Abstract Stereotactic ablative radiotherapy (SABR) has shown durable response rates in a subset of prostate cancer patients presenting with low metastatic burden (oligometastasis). By delivering a highly focused dose of radiation, SABR optimizes local control and induces a systemic antitumor immune response which causes tumor regression in non-irradiated metastases at distant sites (called abscopal response). However, cases of abscopal response remain scarce and the disease in majority of patients progresses by developing wide-spread metastasis. Therefore, it is crucial to elucidate the underlying mechanisms of resistance to SABR in non-responder patients and develop more effective combination therapies. By analyzing plasma samples from metastatic castration-resistant prostate cancer (mCRPC) patients, we have observed that radiotherapy induces release of tumor fragments, called extracellular vesicles (EVs). Patients with high levels of tumor-derived EVs were more at risk of developing metastases following radiotherapy. We hypothesize that radiotherapy can inhibit a systemic antitumor immune response by inducing the release of immunosuppressive tumor-derived EVs in prostate cancer. Prostate cancer cell lines (PC3 and DU145) were treated with single dose or fractionated radiotherapy. Levels of EVs were measured with Apogee Micro60-Plus nanoscale flow cytometer and the molecular composition of EVs was analyzed by proteomics and western-blot. Co-culture of prostate cancer cells with CD8+-T cells isolated from healthy donors was used to evaluate the impact of EVs on T-cell activity.For the first time, we identified irradiated PC3 and DU145 prostate cancer cells with both single dose and fractionated radiotherapy exhibiting significant increases in B7H3 protein expression. In accordance with total B7H3 protein level changes, the levels of surface B7H3 protein expression in irradiated PC3 and DU145 cells also significantly increased. Lastly, not only did radiation cause increases in the levels of PC3 and DU145 cell EV release, but also increased B7H3 protein enrichment in those EVs. Given the increases in the B7H3 protein levels in irradiated PC3 and DU145 cell surface and EVs, B7H3 enriched- PC3 and DU145 cell EV treatment to CD8+ T-cells caused significant decreases in the proliferation rates of CD8+ T-cells compared to the proliferation rates of CD8+ T-cells without EV treatment or with non-irradiated PC3 and DU145 cell-derived EV treatment.We anticipate that this proposed study can unveil novel cellular mechanisms underscoring the role of B7H3-enriched prostate cancer cell EVs in halting the radiation-induced anti-tumor immune response. This study warrants investigation into potential therapeutic strategies paired with SABR, making more efficacious anti-metastatic prostate cancer treatments. Citation Format: Yohan Kim, Roxane R. Lavoie, Haidong dong, Sean Park, Fabrice Lucien-Matteoni. Radiotherapy inhibits the antitumor immune response through release of immunosuppressive tumor-derived extracellular vesicles in prostate cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 675.
Abstract 504: NKG7 mRNA therapy increases the anti-tumor cytotoxicity of CD8 T cells
Li, Ying , Liu, Cindy , Hirdler, Jacob, Gicobi, Joanina K. , Lucien-Matteoni, Fabrice, Yan, Yiyi , Barham, Whitney , Wen, Ti , Zhang, Henan , Hirdler, Jacob B. , Dong, Haidong

Mayo Clinic

Cancer Research | July 1, 2021 | Volume: 81 | Issue: 13_Supplement | Pages: 504-504

10.1158/1538-7445.am2021-504 Get It

Abstract Cytotoxic T lymphocytes (CTL's) are capable of killing tumor cells throughout the body, and can be stimulated to do so by a form of immunotherapy known as PD-1 checkpoint blockade. However, the majority of patients given anti-PD-1 therapeutics do not respond to treatment. Thus, we sought to identify key factors associated with failure of PD-1 blockade in order to develop strategies that could significantly improve response rates. We performed single-cell RNA-seq analysis of peripheral CD8+ T cells from responding and non-responding patients and found that the non-responders had less NKG7 expression. Functional assays revealed that knock-down of NKG7 compromised cytolytic granule localization and trafficking within CTL's. Since decreasing NKG7 reduced the cytolytic efficiency of CD8+ T cells, we next hypothesized that by increasing expression of NKG7 we could promote better T cell killing of tumor and enhance the effects of immune checkpoint inhibitors. To test this, we utilized peripheral blood samples from melanoma patients who failed to respond to anti-PD-1 treatment and transfected the PBMC's with NKG7 mRNA. The addition of NKG7 mRNA significantly increased T cell killing of melanoma tumor cells in an in vitro cytotoxicity assay, and this effect was even more robust in combination with anti-PD-1 or anti-PD-L1 pre-treatment. To confirm that over-expression of NKG7 could improve CD8+ T cell killing in an antigen-specific manner, we transfected OT-1 transgenic T cells with murine sequence of NKG7 mRNA or control mRNA. OT-1 CD8+ T cells with increased NKG7 expression exhibited enhanced cytolytic ability when challenged with either EL4 cells pulsed with OVA peptide or B16-OVA tumor cells in vitro. In addition, NKG7 mRNA-transfected OT-1 CD8+ T cells suppressed the aggressive growth of B16-OVA cells in vivo significantly better than control OT-1 CD8+ T cells. These results indicate that deficits in a T cell-intrinsic cytolytic factor can lead to failure of PD-1/L1 blockade and establish NKG7 as a new therapeutic target for enhancing response to cancer immunotherapy. Citation Format: Whitney J. Barham, Ti Wen, Ying Li, Henan Zhang, Cindy Liu, Jacob Hirdler, Joanina Gicobi, Fabrice Lucien-Matteoni, Yiyi Yan, Haidong Dong. NKG7 mRNA therapy increases the anti-tumor cytotoxicity of CD8 T cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 504.
Abstract 3048: Surfaceome profiling identifies the immune checkpoint molecule B7-H3 as a key player of immune-evasion in rhabdomyosarcoma
Lavoie, Roxane R. , Phelps, Doris A., Baer, Emily , Charlesworth, M. Cristine , Houghton, Peter, Cheville, John C. , Gargollo, Patricio C. , Granberg, Candace F. , Kim, Yohan , Ahmed, Mohamed E. , Madden, Benjamin , Wang, Liguo , Dong, Haidong , Lucien, Fabrice

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Cancer Research | July 1, 2021 | Volume: 81 | Issue: 13_Supplement | Pages: 3048-3048

10.1158/1538-7445.am2021-3048 Get It

Abstract Introduction: Pediatric rhabdomyosarcoma (RMS) is the most common soft tissue tumor in children, with nearly 20% of children presenting with locally aggressive and/or metastatic disease. Despite aggressive chemotherapy and radiotherapy, the 5-year overall survival rate is still less than 40%. In addition, resistance to chemotherapy remains the major cause of cancer-related mortality. Therefore, there is an unmet need to develop more effective and tolerable therapeutic strategies for the treatment of RMS. Our overall objective is to leverage transcriptomic and proteomic profiling methods to identify RMS-specific surface proteins targetable with immune-based therapies. Methods: To identify therapeutic targets, we performed cell-surface capture and mass spectrometry on fusion-positive (FP), fusion-negative (FN) RMS and normal skeletal muscle. Transcriptomic datasets of RMS tumor specimens and normal tissue were employed to identify high-confidence RMS-specific cell-surface proteins. Expression of immune checkpoint molecules was confirmed by flow cytometry, western blot and PCR. Paraffin-embedded tissue sections were used to determine protein expression and prognostic value in RMS patients. We developed an in vitro T-cell killing assay to assess the functional role of immune checkpoint molecules on the antitumor immune response. Results: Surfaceome profiling of RMS cells revealed unique protein signatures specific for each tumor type and normal tissue. We have identified 5061 cell-surface proteins in RMS and 31.6% of proteins were correctly located at the plasma membrane. By integrating proteomic and transcriptomic data, we have identified 30 and 38 proteins significantly overexpressed in fusion-negative and fusion-positive RMS respectively compared to normal muscle. We have identified the immune checkpoint molecule B7-H3 as cell-surface protein overexpressed in both RMS subtypes. Strong expression of B7-H3 was also observed in patient's tumor specimens. Genetic deletion of B7-H3 gene in RMS cells was associated with higher antitumor immune response in tumor cells co-cultured with CD8+-T cells. No difference was observed in tumor cell proliferation and radioresistance. Conclusion: Through integrated transcriptomic and proteomic profiling, we have discovered B7-H3 as a key regulator of tumor immune-evasion in RMS. B7-H3 is a suitable immunotherapy target for the treatment of RMS. Further studies are warranted to elucidate underlying mechanisms of B7-H3 function in RMS. Citation Format: Roxane R. Lavoie, Yohan Kim, Mohamed E. Ahmed, Doris Phelps, Emily Baer, Cristine Charlesworth, Benjamin Madden, Liguo Wang, Haidong Dong, Peter Houghton, John Cheville, Patricio Gargollo, Candace Granberg, Fabrice Lucien. Surfaceome profiling identifies the immune checkpoint molecule B7-H3 as a key player of immune-evasion in rhabdomyosarcoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 3048.
Fast super-resolution ultrasound microvessel imaging using spatiotemporal data with deep fully convolutional neural network
Lok, U‐Wai , Tang, Shanshan , Zhang, Wei , Korfiatis, Panagiotis , Blezek, Daniel J. , Zheng, Rongqin , Trzasko, Joshua D. , Chen, Shigao , Gong, Ping , Yang, Lulu, Zhang, Wei , Lok, U-Wai , Huang, Chengwu , Gong, Ping , Yang, Lulu , Kim, Yohan , Lucien, Fabrice

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Physics in Medicine & Biology | March 2, 2021 | Volume: 66 | Issue: 7 | Pages: 075005

10.1088/1361-6560/abeb31 | PMID 33652418 Get It

Abstract Ultrasound localization microscopy (ULM) has been proposed to image microvasculature beyond the ultrasound diffraction limit. Although ULM can attain microvascular images with a sub-diffraction resolution, long data acquisition time and processing time are the critical limitations. Deep learning-based ULM (deep-ULM) has been proposed to mitigate these limitations. However, microbubble (MB) localization used in deep-ULMs is currently based on spatial information without the use of temporal information. The highly spatiotemporally coherent MB signals provide a strong feature that can be used to differentiate MB signals from background artifacts. In this study, a deep neural network was employed and trained with spatiotemporal ultrasound datasets to better identify the MB signals by leveraging both the spatial and temporal information of the MB signals. Training, validation and testing datasets were acquired from MB suspension to mimic the realistic intensity-varying and moving MB signals. The performance of the proposed network was first demonstrated in the chicken embryo chorioallantoic membrane dataset with an optical microscopic image as the reference standard. Substantial improvement in spatial resolution was shown for the reconstructed super-resolved images compared with power Doppler images. The full-width-half-maximum (FWHM) of a microvessel was improved from 133 μ m to 35 μ m, which is smaller than the ultrasound wavelength (73 μ m). The proposed method was further tested in an in vivo human liver data. Results showed the reconstructed super-resolved images could resolve a microvessel of nearly 170 μ m (FWHM). Adjacent microvessels with a distance of 670 μ m, which cannot be resolved with power Doppler imaging, can be well-separated with the proposed method. Improved contrast ratios using the proposed method were shown compared with that of the conventional deep-ULM method. Additionally, the processing time to reconstruct a high-resolution ultrasound frame with an image size of 1024 × 512 pixels was around 16 ms, comparable to state-of-the-art deep-ULMs.