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Articles 4801 - 4830 of 7873

Full-Text Articles in Biomedical Informatics

Immune-Depleted Tumor Microenvironment Is Associated With Poor Outcomes And Btk Inhibitor Resistance In Mantle Cell Lymphoma, Preetesh Jain, Krystle Nomie, Nikita Kotlov, Vitaiy Segodin, Holly Hill, Chi Young Ok, Ahmed Fetooh, Rashmi Kanagal-Shamanna, Francisco Vega, Alexander Bagaev, Nathan Fowler, Christopher R Flowers, Michael Wang Oct 2023

Immune-Depleted Tumor Microenvironment Is Associated With Poor Outcomes And Btk Inhibitor Resistance In Mantle Cell Lymphoma, Preetesh Jain, Krystle Nomie, Nikita Kotlov, Vitaiy Segodin, Holly Hill, Chi Young Ok, Ahmed Fetooh, Rashmi Kanagal-Shamanna, Francisco Vega, Alexander Bagaev, Nathan Fowler, Christopher R Flowers, Michael Wang

Faculty, Staff and Student Publications

Mantle cell lymphoma (MCL) is a generally aggressive B cell non-Hodgkin lymphoma (B-NHL). Outcomes of patients have improved in the era of Bruton’s tyrosine kinase inhibitors (BTKi). However, MCL patients can develop resistance to BTKi over time and can progress [1]. Ibrutinib resistance in MCL is correlated with an overexpression of OXPHOS, MYC and PI3K/AKT/m-TOR pathways. Somatic mutations in TP53, KMT2D, NSD2, SMARCA4, CCND1, TRAF2, NFKBIE genes are reported with ibrutinib resistance [2]. A few reports have also demonstrated that a decrease in T cell numbers [3, 4] or a downregulation of effector/cytotoxic …


Usp1 Promotes Cholangiocarcinoma Progression By Deubiquitinating Parp1 To Prevent Its Proteasomal Degradation, Deng Yong Zhang, Yan Zhu, Qiong Wu, Shuoshuo Ma, Yang Ma, Zheng Chao Shen, Zhonglin Wang, Wanliang Sun, Yong Chun Zhou, Dongdong Wang, Shuo Zhou, Zhong Liu, Lawrence N Kwong, Zheng Lu Oct 2023

Usp1 Promotes Cholangiocarcinoma Progression By Deubiquitinating Parp1 To Prevent Its Proteasomal Degradation, Deng Yong Zhang, Yan Zhu, Qiong Wu, Shuoshuo Ma, Yang Ma, Zheng Chao Shen, Zhonglin Wang, Wanliang Sun, Yong Chun Zhou, Dongdong Wang, Shuo Zhou, Zhong Liu, Lawrence N Kwong, Zheng Lu

Faculty, Staff and Student Publications

Despite its involvement in various cancers, the function of the deubiquitinase USP1 (ubiquitin-specific protease 1) is unexplored in cholangiocarcinoma (CCA). In this study, we provide evidence that USP1 promotes CCA progression through the stabilization of Poly (ADP-ribose) polymerase 1 (PARP1), consistent with the observation that both USP1 and PARP1 are upregulated in human CCA. Proteomics and ubiquitylome analysis of USP1-overexpressing CCA cells nominated PARP1 as a top USP1 substrate. Indeed, their direct interaction was validated by a series of immunofluorescence, co-immunoprecipitation (CO-IP), and GST pull-down assays, and their interaction regions were identified using deletion mutants. Mechanistically, USP1 removes the ubiquitin …


The Significant Impacts Of Interleukin-8 Genotypes On The Risk Of Colorectal Cancer In Taiwan, Chia-Wen Tsai, Wen-Shin Chang, Te-Cheng Yueh, Yun-Chi Wang, Yu-Ting Chin, Mei-Due Yang, Yi-Chih Hung, Mei-Chin Mong, Ya-Chen Yang, Jian Gu, Da-Tian Bau Oct 2023

The Significant Impacts Of Interleukin-8 Genotypes On The Risk Of Colorectal Cancer In Taiwan, Chia-Wen Tsai, Wen-Shin Chang, Te-Cheng Yueh, Yun-Chi Wang, Yu-Ting Chin, Mei-Due Yang, Yi-Chih Hung, Mei-Chin Mong, Ya-Chen Yang, Jian Gu, Da-Tian Bau

Faculty, Staff and Student Publications

Interleukin-8 (IL-8), a pro-inflammatory cytokine, is upregulated in CRC and plays an important role in its development and progression. Genetic variants in the IL-8 gene may impact the risk of CRC by modulating IL-8 levels. Our primary objective was to investigate the role of IL-8 genotypes in the development of CRC. To accomplish this, we employed the polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) method to analyze the genotypes of IL-8 rs4017, rs2227306, rs2227543, and rs1126647 in 362 CRC patients and 362 controls. Additionally, we evaluated the interactions between these genotypes and factors such as age, gender, smoking, alcohol consumption, …


Collective Motion In Hcp-Fe At Earth's Inner Core Conditions, Youjun Zhang, Yong Wang, Yuqian Huang, Junjie Wang, Zhixin Liang, Long Hao, Zhipeng Gao, Jun Li, Qiang Wu, Hong Zhang, Yun Liu, Jian Sun, Jung-Fu Lin Oct 2023

Collective Motion In Hcp-Fe At Earth's Inner Core Conditions, Youjun Zhang, Yong Wang, Yuqian Huang, Junjie Wang, Zhixin Liang, Long Hao, Zhipeng Gao, Jun Li, Qiang Wu, Hong Zhang, Yun Liu, Jian Sun, Jung-Fu Lin

Faculty, Staff and Student Publications

Earth's inner core is predominantly composed of solid iron (Fe) and displays intriguing properties such as strong shear softening and an ultrahigh Poisson's ratio. Insofar, physical mechanisms to explain these features coherently remain highly debated. Here, we have studied longitudinal and shear wave velocities of hcp-Fe (hexagonal close-packed iron) at relevant pressure-temperature conditions of the inner core using in situ shock experiments and machine learning molecular dynamics (MLMD) simulations. Our results demonstrate that the shear wave velocity of hcp-Fe along the Hugoniot in the premelting condition, defined as


Integrated Molecular Characterization Of Intraductal Papillary Mucinous Neoplasms: An Nci Cancer Moonshot Precancer Atlas Pilot Project, Alexander Semaan, Vincent Bernard, Justin Wong, Yuki Makino, Daniel B Swartzlander, Kimal I Rajapakshe, Jaewon J Lee, Adam Officer, Christian Max Schmidt, Howard H Wu, Courtney L Scaife, Kajsa E Affolter, Daniela Nachmanson, Matthew A Firpo, Michele Yip-Schneider, Andrew M Lowy, Olivier Harismendy, Subrata Sen, Anirban Maitra, Yasminka A Jakubek, Paola A Guerrero Oct 2023

Integrated Molecular Characterization Of Intraductal Papillary Mucinous Neoplasms: An Nci Cancer Moonshot Precancer Atlas Pilot Project, Alexander Semaan, Vincent Bernard, Justin Wong, Yuki Makino, Daniel B Swartzlander, Kimal I Rajapakshe, Jaewon J Lee, Adam Officer, Christian Max Schmidt, Howard H Wu, Courtney L Scaife, Kajsa E Affolter, Daniela Nachmanson, Matthew A Firpo, Michele Yip-Schneider, Andrew M Lowy, Olivier Harismendy, Subrata Sen, Anirban Maitra, Yasminka A Jakubek, Paola A Guerrero

Faculty, Staff and Student Publications

Intraductal papillary mucinous neoplasms (IPMN) are cystic precursor lesions to pancreatic ductal adenocarcinoma (PDAC). IPMNs undergo multistep progression from low-grade (LG) to high-grade (HG) dysplasia, culminating in invasive neoplasia. While patterns of IPMN progression have been analyzed using multiregion sequencing for somatic mutations, there is no integrated assessment of molecular events, including copy-number alterations (CNA) and transcriptional changes that accompany IPMN progression. We performed laser capture microdissection on surgically resected IPMNs of varying grades of histologic dysplasia obtained from 23 patients, followed by whole-exome and whole-transcriptome sequencing. Overall, HG IPMNs displayed a significantly greater aneuploidy score than LG lesions, with …


First-In-Human, Phase I Dose-Escalation And Dose-Expansion Study Of Trophoblast Cell-Surface Antigen 2-Directed Antibody-Drug Conjugate Datopotamab Deruxtecan In Non-Small-Cell Lung Cancer: Tropion-Pantumor01, Toshio Shimizu, Jacob Sands, Kiyotaka Yoh, Alexander Spira, Edward B Garon, Satoru Kitazono, Melissa L Johnson, Funda Meric-Bernstam, Anthony W Tolcher, Noboru Yamamoto, Jon Greenberg, Yui Kawasaki, Hong Zebger-Gong, Fumiaki Kobayashi, Penny Phillips, Aaron E Lisberg, Rebecca S Heist Oct 2023

First-In-Human, Phase I Dose-Escalation And Dose-Expansion Study Of Trophoblast Cell-Surface Antigen 2-Directed Antibody-Drug Conjugate Datopotamab Deruxtecan In Non-Small-Cell Lung Cancer: Tropion-Pantumor01, Toshio Shimizu, Jacob Sands, Kiyotaka Yoh, Alexander Spira, Edward B Garon, Satoru Kitazono, Melissa L Johnson, Funda Meric-Bernstam, Anthony W Tolcher, Noboru Yamamoto, Jon Greenberg, Yui Kawasaki, Hong Zebger-Gong, Fumiaki Kobayashi, Penny Phillips, Aaron E Lisberg, Rebecca S Heist

Faculty, Staff and Student Publications

PURPOSE: This first-in-human, dose-escalation and dose-expansion study evaluated the safety, tolerability, and antitumor activity of datopotamab deruxtecan (Dato-DXd), a novel trophoblast cell-surface antigen 2 (TROP2)-directed antibody-drug conjugate in solid tumors, including advanced non-small-cell lung cancer (NSCLC).

PATIENTS AND METHODS: Adults with locally advanced/metastatic NSCLC received 0.27-10 mg/kg Dato-DXd once every 3 weeks during escalation or 4, 6, or 8 mg/kg Dato-DXd once every 3 weeks during expansion. Primary end points were safety and tolerability. Secondary end points included objective response rate (ORR), survival, and pharmacokinetics.

RESULTS: Two hundred ten patients received Dato-DXd, including 180 in the 4-8 mg/kg dose-expansion cohorts. …


Bronchial Epithelial Gene Expression And Interstitial Lung Abnormalities, Aravind A Menon, Minyi Lee, Xu Ke, Rachel K Putman, Takuya Hino, Jonathan A Rose, Fenghai Duan, Samuel Y Ash, Michael H Cho, George T O'Connor, Josée Dupuis, Hiroto Hatabu, Marc E Lenburg, Ehab S Billatos, Gary M Hunninghake, Decamp Investigators Oct 2023

Bronchial Epithelial Gene Expression And Interstitial Lung Abnormalities, Aravind A Menon, Minyi Lee, Xu Ke, Rachel K Putman, Takuya Hino, Jonathan A Rose, Fenghai Duan, Samuel Y Ash, Michael H Cho, George T O'Connor, Josée Dupuis, Hiroto Hatabu, Marc E Lenburg, Ehab S Billatos, Gary M Hunninghake, Decamp Investigators

Faculty, Staff and Student Publications

INTRODUCTION: Interstitial lung abnormalities (ILA) often represent early fibrotic changes that can portend a progressive fibrotic phenotype. In particular, the fibrotic subtype of ILA is associated with increased mortality and rapid decline in lung function. Understanding the differential gene expression that occurs in the lungs of participants with fibrotic ILA may provide insight into development of a useful biomarker for early detection and therapeutic targets for progressive pulmonary fibrosis.

METHODS: Measures of ILA and gene expression data were available in 213 participants in the Detection of Early Lung Cancer Among Military Personnel (DECAMP1 and DECAMP2) cohorts. ILA was defined using …


Outcomes Of Breakthrough Covid-19 Infections In Patients With Hematologic Malignancies, Kelly S Chien, Christine B Peterson, Elliana Young, Dai Chihara, Elizabet E Manasanch, Jeremy L Ramdial, Philip A Thompson Oct 2023

Outcomes Of Breakthrough Covid-19 Infections In Patients With Hematologic Malignancies, Kelly S Chien, Christine B Peterson, Elliana Young, Dai Chihara, Elizabet E Manasanch, Jeremy L Ramdial, Philip A Thompson

Faculty, Staff and Student Publications

Patients with hematologic malignancies have both an increased risk for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections and higher morbidity/mortality. They have lower seroconversion rates after vaccination, potentially leading to inferior coronavirus disease 2019 (COVID-19) outcomes, despite vaccination. We consequently evaluated the clinical outcomes of COVID-19 infections in 243 vaccinated and 175 unvaccinated patients with hematologic malignancies. Hospitalization rates were lower in the vaccinated group when compared with the unvaccinated group (31.3% vs 52.6%). However, the rates of COVID-19-associated death were similar at 7.0% and 8.6% in vaccinated and unvaccinated patients, respectively. By univariate logistic regression, females, older patients, …


Dendritic Cells As Shepherds Of T Cell Immunity In Cancer, Mikael J Pittet, Mauro Di Pilato, Christopher Garris, Thorsten R Mempel Oct 2023

Dendritic Cells As Shepherds Of T Cell Immunity In Cancer, Mikael J Pittet, Mauro Di Pilato, Christopher Garris, Thorsten R Mempel

Faculty, Staff and Student Publications

In cancer patients, dendritic cells (DCs) in tumor-draining lymph nodes can present antigens to naive T cells in ways that break immunological tolerance. The clonally expanded progeny of primed T cells are further regulated by DCs at tumor sites. Intratumoral DCs can both provide survival signals to and drive effector differentiation of incoming T cells, thereby locally enhancing antitumor immunity; however, the paucity of intratumoral DCs or their expression of immunoregulatory molecules often limits antitumor T cell responses. Here, we review the current understanding of DC-T cell interactions at both priming and effector sites of immune responses. We place emerging …


Vaccination With A Replication-Defective Cytomegalovirus Vaccine Elicits A Glycoprotein B-Specific Monoclonal Antibody Repertoire Distinct From Natural Infection, Sarah M Valencia, Eric Rochat, Melissa J Harnois, Maria Dennis, Helen S Webster, Bhavna Hora, Amit Kumar, Hsuan-Yuan Sherry Wang, Leike Li, Daniel Freed, Ningyan Zhang, Zhiqiang An, Dai Wang, Sallie R Permar Oct 2023

Vaccination With A Replication-Defective Cytomegalovirus Vaccine Elicits A Glycoprotein B-Specific Monoclonal Antibody Repertoire Distinct From Natural Infection, Sarah M Valencia, Eric Rochat, Melissa J Harnois, Maria Dennis, Helen S Webster, Bhavna Hora, Amit Kumar, Hsuan-Yuan Sherry Wang, Leike Li, Daniel Freed, Ningyan Zhang, Zhiqiang An, Dai Wang, Sallie R Permar

Faculty, Staff and Student Publications

Human Cytomegalovirus (HCMV) is the leading infectious congenital infection globally and the most common viral infection in transplant recipients, therefore identifying a vaccine for HCMV is a top priority. Humoral immunity is a correlate of protection for HCMV infection. The most effective vaccine tested to date, which achieved 50% reduction in acquisition of HCMV, was comprised of the glycoprotein B protein given with an oil-in-water emulsion adjuvant MF59. We characterize gB-specific monoclonal antibodies isolated from individuals vaccinated with a disabled infectious single cycle (DISC) CMV vaccine, V160, and compare these to the gB-specific monoclonal antibody repertoire isolated from naturally-infected individuals. …


Blood-Based Transcriptomic Biomarkers Are Predictive Of Neurodegeneration Rather Than Alzheimer's Disease, Artur Shvetcov, Shannon Thomson, Jessica Spathos, Ann-Na Cho, Heather M Wilkins, Shea J Andrews, Fabien Delerue, Timothy A Couttas, Jasmeen Kaur Issar, Finula Isik, Simranpreet Kaur, Eleanor Drummond, Carol Dobson-Stone, Shantel L Duffy, Natasha M Rogers, Daniel Catchpoole, Wendy A Gold, Russell H Swerdlow, David A Brown, Caitlin A Finney Oct 2023

Blood-Based Transcriptomic Biomarkers Are Predictive Of Neurodegeneration Rather Than Alzheimer's Disease, Artur Shvetcov, Shannon Thomson, Jessica Spathos, Ann-Na Cho, Heather M Wilkins, Shea J Andrews, Fabien Delerue, Timothy A Couttas, Jasmeen Kaur Issar, Finula Isik, Simranpreet Kaur, Eleanor Drummond, Carol Dobson-Stone, Shantel L Duffy, Natasha M Rogers, Daniel Catchpoole, Wendy A Gold, Russell H Swerdlow, David A Brown, Caitlin A Finney

Faculty, Staff and Student Publications

Alzheimer's disease (AD) is a growing global health crisis affecting millions and incurring substantial economic costs. However, clinical diagnosis remains challenging, with misdiagnoses and underdiagnoses being prevalent. There is an increased focus on putative, blood-based biomarkers that may be useful for the diagnosis as well as early detection of AD. In the present study, we used an unbiased combination of machine learning and functional network analyses to identify blood gene biomarker candidates in AD. Using supervised machine learning, we also determined whether these candidates were indeed unique to AD or whether they were indicative of other neurodegenerative diseases, such as …


Enzyme-Mediated Depletion Of Methylthioadenosine Restores T Cell Function In Mtap-Deficient Tumors And Reverses Immunotherapy Resistance, Donjeta Gjuka, Elio Adib, Kendra Garrison, Jianfeng Chen, Yuxue Zhang, Wenjiao Li, Daniel Boutz, Candice Lamb, Yuri Tanno, Amin Nassar, Talal El Zarif, Neil Kale, Mehrdad Rakaee, Tarek H Mouhieddine, Sarah Abou Alaiwi, Alexander Gusev, Thomas Rogers, Jianjun Gao, George Georgiou, David J Kwiatkowski, Everett Stone Oct 2023

Enzyme-Mediated Depletion Of Methylthioadenosine Restores T Cell Function In Mtap-Deficient Tumors And Reverses Immunotherapy Resistance, Donjeta Gjuka, Elio Adib, Kendra Garrison, Jianfeng Chen, Yuxue Zhang, Wenjiao Li, Daniel Boutz, Candice Lamb, Yuri Tanno, Amin Nassar, Talal El Zarif, Neil Kale, Mehrdad Rakaee, Tarek H Mouhieddine, Sarah Abou Alaiwi, Alexander Gusev, Thomas Rogers, Jianjun Gao, George Georgiou, David J Kwiatkowski, Everett Stone

Faculty, Staff and Student Publications

Chromosomal region 9p21 containing tumor suppressors CDKN2A/B and methylthioadenosine phosphorylase (MTAP) is one of the most frequent genetic deletions in cancer. 9p21 loss is correlated with reduced tumor-infiltrating lymphocytes (TILs) and resistance to immune checkpoint inhibitor (ICI) therapy. Previously thought to be caused by CDKN2A/B loss, we now show that it is loss of MTAP that leads to poor outcomes on ICI therapy and reduced TIL density. MTAP loss causes accumulation of methylthioadenosine (MTA) both intracellularly and extracellularly and profoundly impairs T cell function via the inhibition of protein arginine methyltransferase 5 (PRMT5) and by adenosine receptor agonism. Administration of …


Znf683 Marks A Cd8+ T Cell Population Associated With Anti-Tumor Immunity Following Anti-Pd-1 Therapy For Richter Syndrome, Erin M Parry, Camilla K Lemvigh, Stephanie Deng, Nathan Dangle, Neil Ruthen, Binyamin A Knisbacher, Julien Broséus, Sébastien Hergalant, Romain Guièze, Shuqiang Li, Wandi Zhang, Connor Johnson, Jaclyn M Long, Shanye Yin, Lillian Werner, Annabelle Anandappa, Noelia Purroy, Satyen Gohil, Giacomo Oliveira, Pavan Bachireddy, Sachet A Shukla, Teddy Huang, Joseph D Khoury, Beenu Thakral, Michael Dickinson, Constantine Tam, Kenneth J Livak, Gad Getz, Donna Neuberg, Pierre Feugier, Peter Kharchenko, William Wierda, Lars Rønn Olsen, Nitin Jain, Catherine J Wu Oct 2023

Znf683 Marks A Cd8+ T Cell Population Associated With Anti-Tumor Immunity Following Anti-Pd-1 Therapy For Richter Syndrome, Erin M Parry, Camilla K Lemvigh, Stephanie Deng, Nathan Dangle, Neil Ruthen, Binyamin A Knisbacher, Julien Broséus, Sébastien Hergalant, Romain Guièze, Shuqiang Li, Wandi Zhang, Connor Johnson, Jaclyn M Long, Shanye Yin, Lillian Werner, Annabelle Anandappa, Noelia Purroy, Satyen Gohil, Giacomo Oliveira, Pavan Bachireddy, Sachet A Shukla, Teddy Huang, Joseph D Khoury, Beenu Thakral, Michael Dickinson, Constantine Tam, Kenneth J Livak, Gad Getz, Donna Neuberg, Pierre Feugier, Peter Kharchenko, William Wierda, Lars Rønn Olsen, Nitin Jain, Catherine J Wu

Faculty, Staff and Student Publications

Unlike many other hematologic malignancies, Richter syndrome (RS), an aggressive B cell lymphoma originating from indolent chronic lymphocytic leukemia, is responsive to PD-1 blockade. To discover the determinants of response, we analyze single-cell transcriptome data generated from 17 bone marrow samples longitudinally collected from 6 patients with RS. Response is associated with intermediate exhausted CD8 effector/effector memory T cells marked by high expression of the transcription factor ZNF683, determined to be evolving from stem-like memory cells and divergent from terminally exhausted cells. This signature overlaps with that of tumor-infiltrating populations from anti-PD-1 responsive solid tumors. ZNF683 is found to directly …


Ccdc50 Promotes Tumor Growth Through Regulation Of Lysosome Homeostasis, Penghui Jia, Tian Tian, Zibo Li, Yicheng Wang, Yuxin Lin, Weijie Zeng, Yu Ye, Miao He, Xiangrong Ni, Ji'an Pan, Xiaonan Dong, Jian Huang, Chun-Mei Li, Deyin Guo, Panpan Hou Oct 2023

Ccdc50 Promotes Tumor Growth Through Regulation Of Lysosome Homeostasis, Penghui Jia, Tian Tian, Zibo Li, Yicheng Wang, Yuxin Lin, Weijie Zeng, Yu Ye, Miao He, Xiangrong Ni, Ji'an Pan, Xiaonan Dong, Jian Huang, Chun-Mei Li, Deyin Guo, Panpan Hou

Faculty, Staff and Student Publications

The maintenance of lysosome homeostasis is crucial for cell growth. Lysosome-dependent degradation and metabolism sustain tumor cell survival. Here, we demonstrate that CCDC50 serves as a lysophagy receptor, promoting tumor progression and invasion by controlling lysosomal integrity and renewal. CCDC50 monitors lysosomal damage, recognizes galectin-3 and K63-linked polyubiquitination on damaged lysosomes, and specifically targets them for autophagy-dependent degradation. CCDC50 deficiency causes the accumulation of ruptured lysosomes, impaired autophagic flux, and superfluous reactive oxygen species, consequently leading to cell death and tumor suppression. CCDC50 expression is associated with malignancy, progression to metastasis, and poor overall survival in human melanoma. Targeting CCDC50 …


Mathematical Modeling Of Radiotherapy: Impact Of Model Selection On Estimating Minimum Radiation Dose For Tumor Control, Achyudhan R Kutuva, Jimmy J Caudell, Kosj Yamoah, Heiko Enderling, Mohammad U Zahid Oct 2023

Mathematical Modeling Of Radiotherapy: Impact Of Model Selection On Estimating Minimum Radiation Dose For Tumor Control, Achyudhan R Kutuva, Jimmy J Caudell, Kosj Yamoah, Heiko Enderling, Mohammad U Zahid

Faculty, Staff and Student Publications

INTRODUCTION: Radiation therapy (RT) is one of the most common anticancer therapies. Yet, current radiation oncology practice does not adapt RT dose for individual patients, despite wide interpatient variability in radiosensitivity and accompanying treatment response. We have previously shown that mechanistic mathematical modeling of tumor volume dynamics can simulate volumetric response to RT for individual patients and estimation personalized RT dose for optimal tumor volume reduction. However, understanding the implications of the choice of the underlying RT response model is critical when calculating personalized RT dose.

METHODS: In this study, we evaluate the mathematical implications and biological effects of 2 …


Cancer Survivors’ Health Behaviors And Outcomes: A Population-Based Study Of Sexual And Gender Minorities, Ulrike Boehmer, Shine Chang, Nelson F Sanchez, Bill M Jesdale, Matthew B Schabath Oct 2023

Cancer Survivors’ Health Behaviors And Outcomes: A Population-Based Study Of Sexual And Gender Minorities, Ulrike Boehmer, Shine Chang, Nelson F Sanchez, Bill M Jesdale, Matthew B Schabath

Faculty, Staff and Student Publications

BACKGROUND: Most case-control studies compare cancer survivors with general population controls without considering sexual orientation or gender identity. This case-control analysis compared health risk behaviors and health outcomes among sexual and gender minority cancer survivors to those of matched sexual and gender minority participants without cancer (controls).

METHODS: Using data from the 2014-2021 Behavioral Risk Factor Surveillance System, a population-based sample of 4507 cancer survivors who self-identified as transgender, gay men, bisexual men, lesbian women, or bisexual women were 1:1 propensity score matched, using age at survey, race and ethnicity, marital status, education, access to health care, and US census …


Influence Of Macrophages On Vascular Invasion Of Inflammatory Breast Cancer Emboli Measured Using An In Vitro Microfluidic Multi-Cellular Platform, Manasa Gadde, Melika Mehrabi-Dehdezi, Bisrat G Debeb, Wendy A Woodward, Marissa Nichole Rylander Oct 2023

Influence Of Macrophages On Vascular Invasion Of Inflammatory Breast Cancer Emboli Measured Using An In Vitro Microfluidic Multi-Cellular Platform, Manasa Gadde, Melika Mehrabi-Dehdezi, Bisrat G Debeb, Wendy A Woodward, Marissa Nichole Rylander

Faculty, Staff and Student Publications

Inflammatory breast cancer (IBC) is an aggressive disease with a poor prognosis and a lack of effective treatments. It is widely established that understanding the interactions between tumor-associated macrophages (TAMs) and the tumor microenvironment is essential for identifying distinct targeting markers that help with prognosis and subsequent development of effective treatments. In this study, we present a 3D in vitro microfluidic IBC platform consisting of THP1 M0, M1, or M2 macrophages, IBC cells, and endothelial cells. The platform comprises a collagen matrix that includes an endothelialized vessel, creating a physiologically relevant environment for cellular interactions. Through the utilization of this …


The Neuroimmune Regulation And Potential Therapeutic Strategies Of Optic Pathway Glioma, Khushboo Irshad, Yu-Kai Huang, Paul Rodriguez, Jung Lo, Benjamin E Aghoghovwia, Yuan Pan, Kun-Che Chang Oct 2023

The Neuroimmune Regulation And Potential Therapeutic Strategies Of Optic Pathway Glioma, Khushboo Irshad, Yu-Kai Huang, Paul Rodriguez, Jung Lo, Benjamin E Aghoghovwia, Yuan Pan, Kun-Che Chang

Faculty, Staff and Student Publications

Optic pathway glioma (OPG) is one of the causes of pediatric visual impairment. Unfortunately, there is as yet no cure for such a disease. Understanding the underlying mechanisms and the potential therapeutic strategies may help to delay the progression of OPG and rescue the visual morbidities. Here, we provide an overview of preclinical OPG studies and the regulatory pathways controlling OPG pathophysiology. We next discuss the role of microenvironmental cells (neurons, T cells, and tumor-associated microglia and macrophages) in OPG development. Last, we provide insight into potential therapeutic strategies for treating OPG and promoting axon regeneration.


The Gut Microbiome As A Biomarker And Therapeutic Target In Hepatocellular Carcinoma, Betul Gok Yavuz, Saumil Datar, Shadi Chamseddine, Yehia I Mohamed, Michael Lapelusa, Sunyoung S Lee, Zishuo Ian Hu, Eugene J Koay, Hop S Tran Cao, Prasun Kumar Jalal, Carrie Daniel-Macdougall, Manal Hassan, Dan G Duda, Hesham M Amin, Ahmed O Kaseb Oct 2023

The Gut Microbiome As A Biomarker And Therapeutic Target In Hepatocellular Carcinoma, Betul Gok Yavuz, Saumil Datar, Shadi Chamseddine, Yehia I Mohamed, Michael Lapelusa, Sunyoung S Lee, Zishuo Ian Hu, Eugene J Koay, Hop S Tran Cao, Prasun Kumar Jalal, Carrie Daniel-Macdougall, Manal Hassan, Dan G Duda, Hesham M Amin, Ahmed O Kaseb

Faculty, Staff and Student Publications

The microbiome is pivotal in maintaining health and influencing disease by modulating essential inflammatory and immune responses. Hepatocellular carcinoma (HCC), ranking as the third most common cause of cancer-related fatalities globally, is influenced by the gut microbiome through bidirectional interactions between the gut and liver, as evidenced in both mouse models and human studies. Consequently, biomarkers based on gut microbiota represent promising non-invasive tools for the early detection of HCC. There is a growing body of evidence suggesting that the composition of the gut microbiota may play a role in the efficacy of immunotherapy in different types of cancer; thus, …


High-Fat Diet, But Not Duration Of Lactation, Increases Mammary Gland Lymphatic Vessel Function And Subsequent Growth Of Inflammatory Breast Cancer Cells, Wintana Balema, Janelle Morton, Richard A Larson, Li Li, Fred Christian Velasquez, Natalie W Fowlkes, Savitri Krishnamurthy, Bisrat G Debeb, Eva Sevick-Muraca, Wendy A Woodward Oct 2023

High-Fat Diet, But Not Duration Of Lactation, Increases Mammary Gland Lymphatic Vessel Function And Subsequent Growth Of Inflammatory Breast Cancer Cells, Wintana Balema, Janelle Morton, Richard A Larson, Li Li, Fred Christian Velasquez, Natalie W Fowlkes, Savitri Krishnamurthy, Bisrat G Debeb, Eva Sevick-Muraca, Wendy A Woodward

Faculty, Staff and Student Publications

Inflammatory breast cancer (IBC) presents as rapid-onset swelling and breast skin changes caused by tumor emboli in the breast and breast skin lymphatics. IBC has been linked with obesity and duration of breastfeeding, but how these factors affect IBC tumor progression is not clear. We modeled the simultaneous effects of diet and weaning in mice on in vivo lymphatic function; on IBC tumor growth; and on aspects of the mammary gland microenvironment before and after IBC (SUM149) xenograft inoculation. We hypothesized that weaning status and diet would have synergistic effects on lymphatic function and the breast microenvironment to enhance IBC …


Multiphoton In Vivo Microscopy Of Embryonic Thrombopoiesis Reveals The Generation Of Platelets Through Budding, Huan Liu, Hellen Ishikawa-Ankerhold, Julia Winterhalter, Michael Lorenz, Mykhailo Vladymyrov, Steffen Massberg, Christian Schulz, Mathias Orban Oct 2023

Multiphoton In Vivo Microscopy Of Embryonic Thrombopoiesis Reveals The Generation Of Platelets Through Budding, Huan Liu, Hellen Ishikawa-Ankerhold, Julia Winterhalter, Michael Lorenz, Mykhailo Vladymyrov, Steffen Massberg, Christian Schulz, Mathias Orban

Faculty, Staff and Student Publications

Platelets are generated by specialized cells called megakaryocytes (MKs). However, MK's origin and platelet release mode have remained incompletely understood. Here, we established direct visualization of embryonic thrombopoiesis in vivo by combining multiphoton intravital microscopy (MP-IVM) with a fluorescence switch reporter mouse model under control of the platelet factor 4 promoter (Pf4CreRosa26mTmG). Using this microscopy tool, we discovered that fetal liver MKs provide higher thrombopoietic activity than yolk sac MKs. Mechanistically, fetal platelets were released from MKs either by membrane buds or the formation of proplatelets, with the former constituting the key process. In E14.5 c-Myb-deficient …


Rare Variants In Long Non-Coding Rnas Are Associated With Blood Lipid Levels In The Topmed Whole-Genome Sequencing Study, Yuxuan Wang, Margaret Sunitha Selvaraj, Xihao Li, Zilin Li, Jacob A Holdcraft, Donna K Arnett, Joshua C Bis, John Blangero, Eric Boerwinkle, Donald W Bowden, Brian E Cade, Jenna C Carlson, April P Carson, Yii-Der Ida Chen, Joanne E Curran, Paul S De Vries, Susan K Dutcher, Patrick T Ellinor, James S Floyd, Myriam Fornage, Barry I Freedman, Stacey Gabriel, Soren Germer, Richard A Gibbs, Xiuqing Guo, Jiang He, Nancy Heard-Costa, Bertha Hildalgo, Lifang Hou, Marguerite R Irvin, Roby Joehanes, Robert C Kaplan, Sharon Lr Kardia, Tanika N Kelly, Ryan Kim, Charles Kooperberg, Brian G Kral, Daniel Levy, Changwei Li, Chunyu Liu, Don Lloyd-Jone, Ruth Jf Loos, Michael C Mahaney, Lisa W Martin, Rasika A Mathias, Ryan L Minster, Braxton D Mitchell, May E Montasser, Alanna C Morrison, Joanne M Murabito, Take Naseri, Jeffrey R O'Connell, Nicholette D Palmer, Michael H Preuss, Bruce M Psaty, Laura M Raffield, Dabeeru C Rao, Susan Redline, Alexander P Reiner, Stephen S Rich, Muagututi'a Sefuiva Ruepena, Wayne H-H Sheu, Jennifer A Smith, Albert Smith, Hemant K Tiwari, Michael Y Tsai, Karine A Viaud-Martinez, Zhe Wang, Lisa R Yanek, Wei Zhao, Nhlbi Trans-Omics For Precision Medicine (Topmed) Consortium, Jerome I Rotter, Xihong Lin, Pradeep Natarajan, Gina M Peloso Oct 2023

Rare Variants In Long Non-Coding Rnas Are Associated With Blood Lipid Levels In The Topmed Whole-Genome Sequencing Study, Yuxuan Wang, Margaret Sunitha Selvaraj, Xihao Li, Zilin Li, Jacob A Holdcraft, Donna K Arnett, Joshua C Bis, John Blangero, Eric Boerwinkle, Donald W Bowden, Brian E Cade, Jenna C Carlson, April P Carson, Yii-Der Ida Chen, Joanne E Curran, Paul S De Vries, Susan K Dutcher, Patrick T Ellinor, James S Floyd, Myriam Fornage, Barry I Freedman, Stacey Gabriel, Soren Germer, Richard A Gibbs, Xiuqing Guo, Jiang He, Nancy Heard-Costa, Bertha Hildalgo, Lifang Hou, Marguerite R Irvin, Roby Joehanes, Robert C Kaplan, Sharon Lr Kardia, Tanika N Kelly, Ryan Kim, Charles Kooperberg, Brian G Kral, Daniel Levy, Changwei Li, Chunyu Liu, Don Lloyd-Jone, Ruth Jf Loos, Michael C Mahaney, Lisa W Martin, Rasika A Mathias, Ryan L Minster, Braxton D Mitchell, May E Montasser, Alanna C Morrison, Joanne M Murabito, Take Naseri, Jeffrey R O'Connell, Nicholette D Palmer, Michael H Preuss, Bruce M Psaty, Laura M Raffield, Dabeeru C Rao, Susan Redline, Alexander P Reiner, Stephen S Rich, Muagututi'a Sefuiva Ruepena, Wayne H-H Sheu, Jennifer A Smith, Albert Smith, Hemant K Tiwari, Michael Y Tsai, Karine A Viaud-Martinez, Zhe Wang, Lisa R Yanek, Wei Zhao, Nhlbi Trans-Omics For Precision Medicine (Topmed) Consortium, Jerome I Rotter, Xihong Lin, Pradeep Natarajan, Gina M Peloso

Faculty, Staff and Student Publications

Long non-coding RNAs (lncRNAs) are known to perform important regulatory functions in lipid metabolism. Large-scale whole-genome sequencing (WGS) studies and new statistical methods for variant set tests now provide an opportunity to assess more associations between rare variants in lncRNA genes and complex traits across the genome. In this study, we used high-coverage WGS from 66,329 participants of diverse ancestries with measurement of blood lipids and lipoproteins (LDL-C, HDL-C, TC, and TG) in the National Heart, Lung, and Blood Institute (NHLBI) Trans-Omics for Precision Medicine (TOPMed) program to investigate the role of lncRNAs in lipid variability. We aggregated rare variants …


Müllerian-Type Clear Cell Carcinoma Of Donor Origin In A Male Patient With A Kidney Transplant: Ascertained By Molecular Testing, J Bryan Iorgulescu, Leah K Shaw, Asif Rashid, Priya Rao, Sreedhar Mandayam, Keyur P Patel, Kathleen M Schmeler, Richard K Yang, Pavlos Msaouel Oct 2023

Müllerian-Type Clear Cell Carcinoma Of Donor Origin In A Male Patient With A Kidney Transplant: Ascertained By Molecular Testing, J Bryan Iorgulescu, Leah K Shaw, Asif Rashid, Priya Rao, Sreedhar Mandayam, Keyur P Patel, Kathleen M Schmeler, Richard K Yang, Pavlos Msaouel

Faculty, Staff and Student Publications

Clear cell carcinomas of Müllerian origin have a strong female predominance and only extremely rarely will arise within the kidney, presumably due to ectopic Müllerian embryogenesis. Herein, we report a unique case of metastatic Müllerian type clear cell carcinoma in a 37-year-old patient who had previously received a transplanted kidney from his father at age 11 (due to severe bilateral vesicoureteral reflux) and remained on chronic immunosuppression. The tumor was highly aggressive and demonstrated somatic mutations in NF2 and SETD2. Imaging of the transplanted kidney did not reveal any clear evidence of malignancy. However, targeted multigene sequencing and short tandem …


Pls3 Missense Variants Affecting The Actin-Binding Domains Cause X-Linked Congenital Diaphragmatic Hernia And Body-Wall Defects, Florence Petit, Mauro Longoni, Julie Wells, Richard S Maser, Eric L Bogenschutz, Matthew J Dysart, Hannah T M Contreras, Frederic Frénois, Barbara R Pober, Robin D Clark, Philip F Giampietro, Hilger H Ropers, Hao Hu, Maria Loscertales, Richard Wagner, Xingbin Ai, Harrison Brand, Anne-Sophie Jourdain, Marie-Ange Delrue, Brigitte Gilbert-Dussardier, Louise Devisme, Boris Keren, David J Mcculley, Lu Qiao, Rebecca Hernan, Julia Wynn, Tiana M Scott, Daniel G Calame, Zeynep Coban-Akdemir, Patricia Hernandez, Andres Hernandez-Garcia, Hagith Yonath, James R Lupski, Yufeng Shen, Wendy K Chung, Daryl A Scott, Carol J Bult, Patricia K Donahoe, Frances A High Oct 2023

Pls3 Missense Variants Affecting The Actin-Binding Domains Cause X-Linked Congenital Diaphragmatic Hernia And Body-Wall Defects, Florence Petit, Mauro Longoni, Julie Wells, Richard S Maser, Eric L Bogenschutz, Matthew J Dysart, Hannah T M Contreras, Frederic Frénois, Barbara R Pober, Robin D Clark, Philip F Giampietro, Hilger H Ropers, Hao Hu, Maria Loscertales, Richard Wagner, Xingbin Ai, Harrison Brand, Anne-Sophie Jourdain, Marie-Ange Delrue, Brigitte Gilbert-Dussardier, Louise Devisme, Boris Keren, David J Mcculley, Lu Qiao, Rebecca Hernan, Julia Wynn, Tiana M Scott, Daniel G Calame, Zeynep Coban-Akdemir, Patricia Hernandez, Andres Hernandez-Garcia, Hagith Yonath, James R Lupski, Yufeng Shen, Wendy K Chung, Daryl A Scott, Carol J Bult, Patricia K Donahoe, Frances A High

Faculty, Staff and Student Publications

Congenital diaphragmatic hernia (CDH) is a relatively common and genetically heterogeneous structural birth defect associated with high mortality and morbidity. We describe eight unrelated families with an X-linked condition characterized by diaphragm defects, variable anterior body-wall anomalies, and/or facial dysmorphism. Using linkage analysis and exome or genome sequencing, we found that missense variants in plastin 3 (PLS3), a gene encoding an actin bundling protein, co-segregate with disease in all families. Loss-of-function variants in PLS3 have been previously associated with X-linked osteoporosis (MIM: 300910), so we used in silico protein modeling and a mouse model to address these seemingly disparate clinical …


Index Of Consciousness Monitoring During General Anesthesia May Effectively Enhance Rehabilitation In Elderly Patients Undergoing Laparoscopic Urological Surgery: A Randomized Controlled Clinical Trial, Fengling Qi, Long Fan, Chunxiu Wang, Yang Liu, Shuyi Yang, Zhen Fan, Fangfang Miao, Minhui Kan, Kunpeng Feng, Tianlong Wang Oct 2023

Index Of Consciousness Monitoring During General Anesthesia May Effectively Enhance Rehabilitation In Elderly Patients Undergoing Laparoscopic Urological Surgery: A Randomized Controlled Clinical Trial, Fengling Qi, Long Fan, Chunxiu Wang, Yang Liu, Shuyi Yang, Zhen Fan, Fangfang Miao, Minhui Kan, Kunpeng Feng, Tianlong Wang

Faculty, Staff and Student Publications

Background: Based on electroencephalogram (EEG) analysis, index of consciousness (IoC) monitoring is a new technique for monitoring anesthesia depth. IoC is divided into IoC1 (depth of sedation) and IoC2 (depth of analgesia). The potential for concurrent monitoring of IoC1 and IoC2 to expedite postoperative convalescence remains to be elucidated. We investigated whether combined monitoring of IoC1 and IoC2 can effectively enhances postoperative recovery compared with bispectral index (BIS) in elderly patients undergoing laparoscopic urological surgery under general anesthesia.

Methods: In this prospective, controlled, double-blinded trail, 120 patients aged 65 years or older were arbitrarily assigned to either the IoC group …


Gut Microbiota Aggravates Neutrophil Extracellular Traps-Induced Pancreatic Injury In Hypertriglyceridemic Pancreatitis, Guanqun Li, Liwei Liu, Tianqi Lu, Yuhang Sui, Can Zhang, Yongwei Wang, Tao Zhang, Yu Xie, Peng Xiao, Zhongjie Zhao, Chundong Cheng, Jisheng Hu, Hongze Chen, Dongbo Xue, Hua Chen, Gang Wang, Rui Kong, Hongtao Tan, Xuewei Bai, Zhibo Li, Florencia Mcallister, Le Li, Bei Sun Oct 2023

Gut Microbiota Aggravates Neutrophil Extracellular Traps-Induced Pancreatic Injury In Hypertriglyceridemic Pancreatitis, Guanqun Li, Liwei Liu, Tianqi Lu, Yuhang Sui, Can Zhang, Yongwei Wang, Tao Zhang, Yu Xie, Peng Xiao, Zhongjie Zhao, Chundong Cheng, Jisheng Hu, Hongze Chen, Dongbo Xue, Hua Chen, Gang Wang, Rui Kong, Hongtao Tan, Xuewei Bai, Zhibo Li, Florencia Mcallister, Le Li, Bei Sun

Faculty, Staff and Student Publications

Hypertriglyceridemic pancreatitis (HTGP) is featured by higher incidence of complications and poor clinical outcomes. Gut microbiota dysbiosis is associated with pancreatic injury in HTGP and the mechanism remains unclear. Here, we observe lower diversity of gut microbiota and absence of beneficial bacteria in HTGP patients. In a fecal microbiota transplantation mouse model, the colonization of gut microbiota from HTGP patients recruits neutrophils and increases neutrophil extracellular traps (NETs) formation that exacerbates pancreatic injury and systemic inflammation. We find that decreased abundance of Bacteroides uniformis in gut microbiota impairs taurine production and increases IL-17 release in colon that triggers NETs formation. …


Detection Of Early Myocardial Dysfunction By Imaging Biomarkers In Cancer Patients Undergoing Photon Beam Vs Proton Beam Radiotherapy: A Prospective Study, Muhannad Aboud Abbasi, Giulia Bruno, Cristina Di Stefano, Laura Garcia Bello, Nadia N Laack, Kimberly S Corbin, Thomas J Whitaker, Patricia A Pellikka, Robert W Mutter, Hector R Villarraga Oct 2023

Detection Of Early Myocardial Dysfunction By Imaging Biomarkers In Cancer Patients Undergoing Photon Beam Vs Proton Beam Radiotherapy: A Prospective Study, Muhannad Aboud Abbasi, Giulia Bruno, Cristina Di Stefano, Laura Garcia Bello, Nadia N Laack, Kimberly S Corbin, Thomas J Whitaker, Patricia A Pellikka, Robert W Mutter, Hector R Villarraga

Faculty, Staff and Student Publications

1. Background: We sought to determine acute and subacute changes in cardiac function after proton beam (PBT) and photon beam (PhT) radiotherapy (RT) using conventional and two-dimensional speckle tracking echocardiography (2D-STE) in patients with malignant breast and thoracic tumors. 2. Methods: Between March 2016 and March 2017, 70 patients with breast or thoracic cancer were prospectively enrolled and underwent transthoracic echocardiography with comprehensive strain analysis at pretreatment, mid-treatment, end of treatment, and 3 months after RT. 3. Results: PBT was used to treat 44 patients; PhT 26 patients. Mean ± SD age was 55 ± 12 years; most patients (93%) …


Analysis And Prediction Of Liver Volume Change Maps Derived From Computational Tomography Scans Acquired Pre- And Post-Radiation Therapy, Guillaume Cazoulat, Aashish C Gupta, Mais M Al Taie, Eugene J Koay, Kristy K Brock Oct 2023

Analysis And Prediction Of Liver Volume Change Maps Derived From Computational Tomography Scans Acquired Pre- And Post-Radiation Therapy, Guillaume Cazoulat, Aashish C Gupta, Mais M Al Taie, Eugene J Koay, Kristy K Brock

Faculty, Staff and Student Publications

External beam radiation therapy (EBRT) of liver cancers can cause local liver atrophy as a result of tissue damage or hypertrophy as a result of liver regeneration. Predicting those volumetric changes would enable new strategies for liver function preservation during treatment planning. However, understanding of the spatial dose/volume relationship is still limited. This study leverages the use of deep learning-based segmentation and biomechanical deformable image registration (DIR) to analyze and predict this relationship. Pre- and Post-EBRT imaging data were collected for 100 patients treated for hepatocellular carcinomas, cholangiocarcinoma or CRC with intensity-modulated radiotherapy (IMRT) with prescription doses ranging from 50 …


Privacy-Preserving Federated Genome-Wide Association Studies Via Dynamic Sampling, Xinyue Wang, Leonard Dervishi, Wentao Li, Erman Ayday, Xiaoqian Jiang, Jaideep Vaidya Oct 2023

Privacy-Preserving Federated Genome-Wide Association Studies Via Dynamic Sampling, Xinyue Wang, Leonard Dervishi, Wentao Li, Erman Ayday, Xiaoqian Jiang, Jaideep Vaidya

Faculty, Staff and Student Publications

MOTIVATION: Genome-wide association studies (GWAS) benefit from the increasing availability of genomic data and cross-institution collaborations. However, sharing data across institutional boundaries jeopardizes medical data confidentiality and patient privacy. While modern cryptographic techniques provide formal secure guarantees, the substantial communication and computational overheads hinder the practical application of large-scale collaborative GWAS.

RESULTS: This work introduces an efficient framework for conducting collaborative GWAS on distributed datasets, maintaining data privacy without compromising the accuracy of the results. We propose a novel two-step strategy aimed at reducing communication and computational overheads, and we employ iterative and sampling techniques to ensure accurate results. We …


An Update On Strategies To Deliver Protein And Peptide Drugs To The Eye, Sai H S Boddu, Devarshi Acharya, Vivek Hala, Harshil Jani, Sonal Pande, Chirag Patel, Moyad Shahwan, Renukuntla Jwala, Ketan M Ranch Oct 2023

An Update On Strategies To Deliver Protein And Peptide Drugs To The Eye, Sai H S Boddu, Devarshi Acharya, Vivek Hala, Harshil Jani, Sonal Pande, Chirag Patel, Moyad Shahwan, Renukuntla Jwala, Ketan M Ranch

Faculty, Staff and Student Publications

In the past few decades, advancements in protein engineering, biotechnology, and structural biochemistry have resulted in the discovery of various techniques that enhanced the production yield of proteins, targetability, circulating half-life, product purity, and functionality of proteins and peptides. As a result, the utilization of proteins and peptides has increased in the treatment of many conditions, including ocular diseases. Ocular delivery of large molecules poses several challenges due to their high molecular weight, hydrophilicity, unstable nature, and poor permeation through cellular and enzymatic barriers. The use of novel strategies for delivering protein and peptides such as glycoengineering, PEGylation, Fc-fusion, chitosan …