Pub Date : 2023-03-01DOI: 10.1016/j.meomic.2022.100018
Sulaiman C.T. , Deepak M. , Praveen T.K. , Lijini K.R. , Salman M. , Sadheeshnakumari S. , Indira Balachandran
Background
Euphorbia thymifolia L. and Euphorbia hirta L. are two medicinally important species used in Ayurveda and are known as Laghudugdhika and Dugdhika respectively. This study was carried out to evaluate the comparative metabolite profiling and anti-cancer activity of E. thymifolia and E. hirta. Chemical profiling was done by High Performance Thin Layer Chromatography (HPTLC) and quantitative estimations of a major class of phytochemicals were done using specified spectrophotometric methods. Detailed metabolite profiling was done by tandem mass spectroscopic evaluation by Q-TOF-LC-MS/MS analysis. Anticancer activity was evaluated using Ehrlich Ascites Carcinoma (EAC) model in mice with 5-fluorouracil as standard.
Results
HPTLC profile showed that most of the chemical contents are similar in both species. Major group of secondary metabolites such as phenolics, flavonoids and sterols were found to be in equal concentration in both species. LC/MS analysis and data processing based on the molecular ion fragmentation pattern led to the identification of 44 compounds from the selected species. Pharmacological evaluation showed that both species possess anti-cancer activity against ascites carcinoma in mice model, however, E. hirta showed a significant dose dependent anticancer activity against EAC induced periotoneal ascites in mice.
Conclusion
The study concluded that the selectd species comparised of variety of active phytoconstrtiuents with anti-cancer properties.
{"title":"Metabolite profiling and anti-cancer activity of two medicinally important Euphorbia species","authors":"Sulaiman C.T. , Deepak M. , Praveen T.K. , Lijini K.R. , Salman M. , Sadheeshnakumari S. , Indira Balachandran","doi":"10.1016/j.meomic.2022.100018","DOIUrl":"https://doi.org/10.1016/j.meomic.2022.100018","url":null,"abstract":"<div><h3>Background</h3><p><em>Euphorbia thymifolia</em> L. and <em>Euphorbia hirta</em> L. are two medicinally important species used in <em>Ayurveda</em> and are known as <em>Laghudugdhika</em> and <em>Dugdhika</em> respectively. This study was carried out to evaluate the comparative metabolite profiling and anti-cancer activity of <em>E. thymifolia</em> and <em>E. hirta</em>. Chemical profiling was done by High Performance Thin Layer Chromatography (HPTLC) and quantitative estimations of a major class of phytochemicals were done using specified spectrophotometric methods. Detailed metabolite profiling was done by tandem mass spectroscopic evaluation by Q-TOF-LC-MS/MS analysis. Anticancer activity was evaluated using Ehrlich Ascites Carcinoma (EAC) model in mice with 5-fluorouracil as standard.</p></div><div><h3>Results</h3><p>HPTLC profile showed that most of the chemical contents are similar in both species. Major group of secondary metabolites such as phenolics, flavonoids and sterols were found to be in equal concentration in both species. LC/MS analysis and data processing based on the molecular ion fragmentation pattern led to the identification of 44 compounds from the selected species. Pharmacological evaluation showed that both species possess anti-cancer activity against ascites carcinoma in mice model, however, <em>E. hirta</em> showed a significant dose dependent anticancer activity against EAC induced periotoneal ascites in mice.</p></div><div><h3>Conclusion</h3><p>The study concluded that the selectd species comparised of variety of active phytoconstrtiuents with anti-cancer properties.</p></div>","PeriodicalId":100914,"journal":{"name":"Medicine in Omics","volume":"7 ","pages":"Article 100018"},"PeriodicalIF":0.0,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50192430","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-09-01DOI: 10.1016/j.meomic.2022.100016
Zafran Khan , Daniya Ualiyeva , Ubaid Ahmad , Buhari Yusuf
Drug-resistant tuberculosis (DR-TB) epidemics pose a potential threat to global health and are defined by higher morbidity and mortality, sequelae, cost, and complexities. Previously, it has been evidenced that establishing a new drug regimen containing 2–3 new effective drugs may take around 30 years and will be cost-effective. Due to these limitations, drug repurposing has become critical, and the repurposing of existing drugs, licensed for other diseases is the broad alternative for DR-TB treatment. Thus, immunomodulatory drugs are an alternative approach to combat the deadly infectious disease, caused by Mycobacterium tuberculosis. These repurposed drugs target many pathways, and also reduce the risk of acquiring resistance. In this review, we discussed some of the immunomodulatory drugs, and their effectiveness to combat TB.
{"title":"Immuno-modulatory drugs: A rapid way to combat the tuberculosis","authors":"Zafran Khan , Daniya Ualiyeva , Ubaid Ahmad , Buhari Yusuf","doi":"10.1016/j.meomic.2022.100016","DOIUrl":"10.1016/j.meomic.2022.100016","url":null,"abstract":"<div><p>Drug-resistant tuberculosis (DR-TB) epidemics pose a potential threat to global health and are defined by higher morbidity and mortality, sequelae, cost, and complexities. Previously, it has been evidenced that establishing a new drug regimen containing 2–3 new effective drugs may take around 30 years and will be cost-effective. Due to these limitations, drug repurposing has become critical, and the repurposing of existing drugs, licensed for other diseases is the broad alternative for DR-TB treatment. Thus, immunomodulatory drugs are an alternative approach to combat the deadly infectious disease, caused by<!--> <em>Mycobacterium tuberculosis.</em> <!-->These repurposed drugs target many pathways, and also reduce the risk of acquiring resistance. In this review, we discussed some of the immunomodulatory drugs, and their effectiveness to combat TB.</p></div>","PeriodicalId":100914,"journal":{"name":"Medicine in Omics","volume":"5 ","pages":"Article 100016"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590124922000049/pdfft?md5=b33f37dc3bdc232e37d2341f48c892b5&pid=1-s2.0-S2590124922000049-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73469068","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Echis ocellatus is one of the many viper species that accounts for severe pathophysiological alterations in tissues of organs after envenoming. However, limited information regarding the potential cardiac toxicity due to viper envenoming is available. This current study investigated cardiotoxicity associated with E. ocellatus envenoming in rat model. Twenty (20) male Wistar rats weighing between 140 and 180 g were divided randomly into two groups (n = 10). Rats in group 1 (control) were injected with saline while rats in group 2 were envenomed intraperitoneally with 0.055 mg/kg−1 (LD6.25) of E. ocellatus venom. The rats were envenomed on day 1 with a repeated dose administered on day 15, afterwards the animals were monitored till day 30. The venom caused significant (P < 0.05) reduction in body and heart weights including the heart index of envenomed rats compared to the control. Levels of malondialdehyde significantly (P < 0.05) increased with decrease in glutathione concentration and catalase activity in heart tissues of envenomed rats. E. ocellatus venom elevated pro-inflammatory cytokines response as levels of tumor necrosis factor-alpha and interleukin1-beta significantly (P < 0.05) increased in cardiac tissues of the envenomed rats compared to control. The venom induced severe morphological defects in the heart tissues of envenomed rats indicating that E. ocellatus venom could actuate cardiotoxicity post envenoming.
{"title":"An in vivo assessment of inflammatory and oxidative stress responses in Echis ocellatus-venom induced cardiotoxicity","authors":"Babafemi Siji Ajisebiola , Ayomikun Busayo Fawole , Olubisi Esther Adeyi , Akindele Oluwatosin Adeyi","doi":"10.1016/j.meomic.2022.100017","DOIUrl":"10.1016/j.meomic.2022.100017","url":null,"abstract":"<div><p><em>Echis ocellatus</em> is one of the many viper species that accounts for severe pathophysiological alterations in tissues of organs after envenoming. However, limited information regarding the potential cardiac toxicity due to viper envenoming is available. This current study investigated cardiotoxicity associated with <em>E. ocellatus</em> envenoming in rat model. Twenty (20) male Wistar rats weighing between 140 and 180 g were divided randomly into two groups (n = 10). Rats in group 1 (control) were injected with saline while rats in group 2 were envenomed intraperitoneally with 0.055 mg/kg<sup>−1</sup> (LD<sub>6.25</sub>) of <em>E. ocellatus</em> venom. The rats were envenomed on day 1 with a repeated dose administered on day 15, afterwards the animals were monitored till day 30. The venom caused significant (P < 0.05) reduction in body and heart weights including the heart index of envenomed rats compared to the control. Levels of malondialdehyde significantly (P < 0.05) increased with decrease in glutathione concentration and catalase activity in heart tissues of envenomed rats. <em>E. ocellatus</em> venom elevated pro-inflammatory cytokines response as levels of tumor necrosis factor-alpha and interleukin1-beta significantly (P < 0.05) increased in cardiac tissues of the envenomed rats compared to control. The venom induced severe morphological defects in the heart tissues of envenomed rats indicating that <em>E. ocellatus</em> venom could actuate cardiotoxicity post envenoming.</p></div>","PeriodicalId":100914,"journal":{"name":"Medicine in Omics","volume":"5 ","pages":"Article 100017"},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590124922000050/pdfft?md5=a55f21302a90a612d5865e6a22aa6a8e&pid=1-s2.0-S2590124922000050-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79071219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-06-01DOI: 10.1016/j.meomic.2022.100015
Muhammad Tufail
When genetic engineering was first developed in the 1970s, it opened new possibilities for genome editing. The life sciences have reaped numerous gains from gene-editing technology. The CRISPR/Cas9 system makes adding or removing sequence-specific amounts of DNA from the genome with ease achievable. CRISPR/Cas9 targeting efficiency improves, and concerted efforts reduce off-target effects. Cancer biology and oncology utilise CRISPR/Cas9 applications to do robust site-specific gene editing, making the technology valuable for research and therapeutic use. CRISPR/Cas9 is quickly evolving into several variations and uses. Helped by CRISPR-based techniques, scientists have developed a simple and inexpensive tool for developing powerful cancer therapies. CRISPR-based gene-editing technologies in oncology, gene editing for personalised medicine and overcoming resistance to cancer therapies, targeted therapies, optimisation of gene-editing technology and future cancer therapeutics are discussed in this review.
{"title":"Genome editing: An essential technology for cancer treatment","authors":"Muhammad Tufail","doi":"10.1016/j.meomic.2022.100015","DOIUrl":"10.1016/j.meomic.2022.100015","url":null,"abstract":"<div><p>When genetic engineering was first developed in the 1970s, it opened new possibilities for genome editing. The life sciences have reaped numerous gains from gene-editing technology. The CRISPR/Cas9 system makes adding or removing sequence-specific amounts of DNA from the genome with ease achievable. CRISPR/Cas9 targeting efficiency improves, and concerted efforts reduce off-target effects. Cancer biology and oncology utilise CRISPR/Cas9 applications to do robust site-specific gene editing, making the technology valuable for research and therapeutic use. CRISPR/Cas9 is quickly evolving into several variations and uses. Helped by CRISPR-based techniques, scientists have developed a simple and inexpensive tool for developing powerful cancer therapies. CRISPR-based gene-editing technologies in oncology, gene editing for personalised medicine and overcoming resistance to cancer therapies, targeted therapies, optimisation of gene-editing technology and future cancer therapeutics are discussed in this review.</p></div>","PeriodicalId":100914,"journal":{"name":"Medicine in Omics","volume":"4 ","pages":"Article 100015"},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590124922000037/pdfft?md5=c37edaf04ce0822f7184dd8c8730f1d6&pid=1-s2.0-S2590124922000037-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83460365","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-12-01DOI: 10.1016/j.meomic.2021.100012
Christy Thomas , Cecilia Giulivi
This pilot study delineates a protocol to select a set of salivary proteins to distinguish objectively among individual donors. A small subset of proteins (<10%) of > 900 identified by mass spectrometry from wet saliva samples allowed to discriminate among donors supporting the notion that most of the salivary proteome is highly conserved across subjects. Most of these discriminating proteins were involved with immunity, tissue metabolism and regeneration. They were already identified in other saliva proteome studies including those performed with dry saliva samples indicating the likelihood of using wet or dry saliva biospecimens. The differences in the proteomes across subjects may reflect a combination of different lifestyle habits, environmental factors, underlying diseases/conditions, and the many other factors that influence the salivary proteome, but not necessarily age. Application of such proteomic analysis has the potential to increase substantially the value of saliva as a source of proteins in forensic evidence. Additionally, these profiles could possibly be used to develop therapies that are personalized to a patient, built off their individual and unique protein compositions.
{"title":"Saliva protein profiling for subject identification and potential medical applications","authors":"Christy Thomas , Cecilia Giulivi","doi":"10.1016/j.meomic.2021.100012","DOIUrl":"10.1016/j.meomic.2021.100012","url":null,"abstract":"<div><p>This pilot study delineates a protocol to select a set of salivary proteins to distinguish objectively among individual donors. A small subset of proteins (<10%) of > 900 identified by mass spectrometry from wet saliva samples allowed to discriminate among donors supporting the notion that most of the salivary proteome is highly conserved across subjects. Most of these discriminating proteins were involved with immunity, tissue metabolism and regeneration. They were already identified in other saliva proteome studies including those performed with dry saliva samples indicating the likelihood of using wet or dry saliva biospecimens. The differences in the proteomes across subjects may reflect a combination of different lifestyle habits, environmental factors, underlying diseases/conditions, and the many other factors that influence the salivary proteome, but not necessarily age. Application of such proteomic analysis has the potential to increase substantially the value of saliva as a source of proteins in forensic evidence. Additionally, these profiles could possibly be used to develop therapies that are personalized to a patient, built off their individual and unique protein compositions.</p></div>","PeriodicalId":100914,"journal":{"name":"Medicine in Omics","volume":"3 ","pages":"Article 100012"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590124921000080/pdfft?md5=f07836eb4dce7e6a411625a1df10af0d&pid=1-s2.0-S2590124921000080-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81046750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Diabetes mellitus (DM) is a metabolic syndrome and is mainly characterized by chronic hyperglycemia. In DM, developing diabetic nephropathy is a major complication. Several studies have shown that Aloe vera (AV) exerts beneficial effects on DM. Proteomic analysis has long been used to systematically study the group of proteins that are being expressed in a given situation. Therefore, in this study, we aimed to evaluate the effect of butanolic fraction of AV (ABF) on the kidneys of type 1 DM rats through proteomic analysis in order to elucidate the protective mechanism of AV. The streptozotocin-induced diabetic model in male Wistar rats was used. We verified that the hypoglycemic effect of ABF lasted up to 6 h after administration. Through proteomic analysis, 36 proteins related to DM were identified with statistical differences between control and diabetics without treatment groups. Thereafter, to verify the results of ABF and insulin, a new statistical analysis was performed considering the treated groups. ABF treatment exerted a beneficial effect by altering the expression of nine of these proteins, among which six of them showed interaction with each other as presented in the string map (10-kDa heat shock, cytochrome P450 2C23, L-lactate dehydrogenase B chain, fructose-bisphosphate aldolase A, transaldolase and cAMP-dependent protein kinase catalytic subunit beta). In conclusion, AV modulated proteins related to mitochondrial function, vascular system and glycolysis/pentose pathway in diabetes situation and these results provide further insights and understanding of the possible molecular mechanisms by which AV may lead to the establishment of treatment and prevention methods for DM-associated kidney damage.
糖尿病(DM)是一种以慢性高血糖为主要特征的代谢综合征。在糖尿病中,发展成糖尿病肾病是一个主要的并发症。一些研究表明,芦荟(AV)对糖尿病有有益的作用。长期以来,蛋白质组学分析一直被用于系统地研究在特定情况下表达的蛋白质组。因此,在本研究中,我们旨在通过蛋白质组学分析,评价AV (ABF)丁醇醇组分(butanolic fraction of AV, ABF)对1型DM大鼠肾脏的影响,以阐明AV的保护机制。我们证实ABF的降糖作用持续至给药后6小时。通过蛋白质组学分析,鉴定出36个与DM相关的蛋白,对照组与未治疗组之间有统计学差异。之后,为了验证ABF和胰岛素的结果,考虑治疗组进行新的统计分析。ABF处理通过改变其中9个蛋白的表达发挥了有益的作用,其中6个蛋白在串图中表现出相互作用(10-kDa热休克、细胞色素P450 2C23、l -乳酸脱氢酶B链、果糖-二磷酸醛缩酶a、转醛缩酶和camp依赖性蛋白激酶催化亚基β)。综上所述,AV调节了糖尿病患者线粒体功能、血管系统和糖酵解/戊糖通路相关的蛋白,这些结果为AV可能导致dm相关肾损害治疗和预防方法的建立提供了进一步的分子机制和认识。
{"title":"Exploring the beneficial effects of Aloe vera on the kidneys of diabetic rats at the protein level","authors":"Lilian dos Santos , Lilian Saemi Arita , Juliana Dinéia Perez , Valdemir Melechco Carvalho , Alexandre Keiji Tashima , Tatiana Sousa Cunha , Dulce Elena Casarini , Danielle Yuri Arita","doi":"10.1016/j.meomic.2022.100013","DOIUrl":"10.1016/j.meomic.2022.100013","url":null,"abstract":"<div><p>Diabetes mellitus (DM) is a metabolic syndrome and is mainly characterized by chronic hyperglycemia. In DM, developing diabetic nephropathy is a major complication. Several studies have shown that <em>Aloe vera</em> (AV) exerts beneficial effects on DM. Proteomic analysis has long been used to systematically study the group of proteins that are being expressed in a given situation. Therefore, in this study, we aimed to evaluate the effect of butanolic fraction of AV (ABF) on the kidneys of type 1 DM rats through proteomic analysis in order to elucidate the protective mechanism of AV. The streptozotocin-induced diabetic model in male Wistar rats was used. We verified that the hypoglycemic effect of ABF lasted up to 6 h after administration. Through proteomic analysis, 36 proteins related to DM were identified with statistical differences between control and diabetics without treatment groups. Thereafter, to verify the results of ABF and insulin, a new statistical analysis was performed considering the treated groups. ABF treatment exerted a beneficial effect by altering the expression of nine of these proteins, among which six of them showed interaction with each other as presented in the string map (10-kDa heat shock, cytochrome P450 2C23, L-lactate dehydrogenase B chain, fructose-bisphosphate aldolase A, transaldolase and cAMP-dependent protein kinase catalytic subunit beta). In conclusion, AV modulated proteins related to mitochondrial function, vascular system and glycolysis/pentose pathway in diabetes situation and these results provide further insights and understanding of the possible molecular mechanisms by which AV may lead to the establishment of treatment and prevention methods for DM-associated kidney damage.</p></div>","PeriodicalId":100914,"journal":{"name":"Medicine in Omics","volume":"3 ","pages":"Article 100013"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590124922000013/pdfft?md5=6f5bd4e9f32bfa4d449d3c11ec36f1cc&pid=1-s2.0-S2590124922000013-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89619381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-09-01DOI: 10.1016/j.meomic.2021.100006
Dekang Lv , Xuehong Zhang , Quentin Liu
Intra-tumor heterogeneity, the major cause of therapeutic resistance, results from the genetic, epigenetic and microenvironmental selective pressures during tumor progression. However, our knowledge of how this diversity emerges over time remains limited. Single-cell omics approaches, which provide high-resolution data on cellular composition, evolutionary dynamics and clonal relationships in tumor progression, have greatly expanded our toolkit for delineating tumor evolution. Here we summarize recent progress in decoding tumor evolution through single-cell omics measurements and discuss the challenges and opportunities in this emerging field.
{"title":"Single-cell omics decipher tumor evolution","authors":"Dekang Lv , Xuehong Zhang , Quentin Liu","doi":"10.1016/j.meomic.2021.100006","DOIUrl":"10.1016/j.meomic.2021.100006","url":null,"abstract":"<div><p>Intra-tumor heterogeneity, the major cause of therapeutic resistance, results from the genetic, epigenetic and microenvironmental selective pressures during tumor progression. However, our knowledge of how this diversity emerges over time remains limited. Single-cell omics approaches, which provide high-resolution data on cellular composition, evolutionary dynamics and clonal relationships in tumor progression, have greatly expanded our toolkit for delineating tumor evolution. Here we summarize recent progress in decoding tumor evolution through single-cell omics measurements and discuss the challenges and opportunities in this emerging field.</p></div>","PeriodicalId":100914,"journal":{"name":"Medicine in Omics","volume":"2 ","pages":"Article 100006"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.meomic.2021.100006","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"108982975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-09-01DOI: 10.1016/j.meomic.2021.100008
Lin Qi , Jia Ke , Zhaoliang Yu , Yi Cao , Yuni Lai , Yufeng Chen , Feng Gao , Xin Wang
Background
The ecological diversity in the tumor microenvironment influences cancer progression and clinical outcomes of patients. However, the complexity of cellular and tissue components hamper quantitative dissection of the tumor microenvironment. In this study, we aimed to develop an efficient and robust artificial intelligence (AI)-empowered framework for the identification of prognostic spatial organization features based on histopathological images.
Results
Using two public H&E image cohorts involving 107,180 hand-delineated image patches, we trained and validated a robust and efficient deep convolutional neural network for accurate tissue classification. With the classification result, we calculated whole-slide and infiltrating spatial organization features (SOFs) for different tissue types. Interestingly, the whole-slide SOFs recapitulated the characteristics of the four Consensus Molecular Subtypes (CMSs) of colorectal cancer (CRC). More specifically, we found that lymphocyte, tumor, mucus, and stroma tissues are significantly more abundant in CMS1, 2, 3, and 4, respectively. Using univariate and multivariate analyses, we identified infiltrating lymphocyte ratio (ILR) and infiltrating stroma ratio (ISR) are significantly associated with relapse-free survival. Based on two independent clinical cohorts, we further demonstrated the combinatorial prognostic value of ILR and ISR. Together, our results suggest that a high level of lymphocyte infiltration may surpass the effect of stromal infiltration. However, stromal infiltration will be essential for RFS in patients with low degrees of immune activity.
Conclusions
We developed CRC-SPA for accurate profiling of spatial organization features using histology images, providing a cost-efficient tool for more quantitative analysis of tumor microenvironment and stratification of patients for more optimized clinical management.
{"title":"Identification of prognostic spatial organization features in colorectal cancer microenvironment using deep learning on histopathology images","authors":"Lin Qi , Jia Ke , Zhaoliang Yu , Yi Cao , Yuni Lai , Yufeng Chen , Feng Gao , Xin Wang","doi":"10.1016/j.meomic.2021.100008","DOIUrl":"10.1016/j.meomic.2021.100008","url":null,"abstract":"<div><h3>Background</h3><p>The ecological diversity in the tumor microenvironment influences cancer progression and clinical outcomes of patients. However, the complexity of cellular and tissue components hamper quantitative dissection of the tumor microenvironment. In this study, we aimed to develop an efficient and robust artificial intelligence (AI)-empowered framework for the identification of prognostic spatial organization features based on histopathological images.</p></div><div><h3>Results</h3><p>Using two public H&E image cohorts involving 107,180 hand-delineated image patches, we trained and validated a robust and efficient deep convolutional neural network for accurate tissue classification. With the classification result, we calculated whole-slide and infiltrating spatial organization features (SOFs) for different tissue types. Interestingly, the whole-slide SOFs recapitulated the characteristics of the four Consensus Molecular Subtypes (CMSs) of colorectal cancer (CRC). More specifically, we found that lymphocyte, tumor, mucus, and stroma tissues are significantly more abundant in CMS1, 2, 3, and 4, respectively. Using univariate and multivariate analyses, we identified infiltrating lymphocyte ratio (ILR) and infiltrating stroma ratio (ISR) are significantly associated with relapse-free survival. Based on two independent clinical cohorts, we further demonstrated the combinatorial prognostic value of ILR and ISR. Together, our results suggest that a high level of lymphocyte infiltration may surpass the effect of stromal infiltration. However, stromal infiltration will be essential for RFS in patients with low degrees of immune activity.</p></div><div><h3>Conclusions</h3><p>We developed CRC-SPA for accurate profiling of spatial organization features using histology images, providing a cost-efficient tool for more quantitative analysis of tumor microenvironment and stratification of patients for more optimized clinical management.</p></div>","PeriodicalId":100914,"journal":{"name":"Medicine in Omics","volume":"2 ","pages":"Article 100008"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.meomic.2021.100008","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"102769632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-06-01DOI: 10.1016/j.meomic.2020.100004
HuanMing Yang
{"title":"MEOMIC (Medicine in Omics) and the HGP (Human Genome Project)","authors":"HuanMing Yang","doi":"10.1016/j.meomic.2020.100004","DOIUrl":"https://doi.org/10.1016/j.meomic.2020.100004","url":null,"abstract":"","PeriodicalId":100914,"journal":{"name":"Medicine in Omics","volume":"1 ","pages":"Article 100004"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.meomic.2020.100004","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92022859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-06-01DOI: 10.1016/j.meomic.2020.100003
Guangchao Wang , Shichao Guo , Weimin Zhang , Dan Li , Yan Wang , Qimin Zhan
Esophageal squamous cell cancer (ESCC) is one of the most common malignant tumors with high mortality in China, whereas the underlying molecular mechanisms of ESCC are largely unknown. In this study, we aimed to identify the abnormally expressed genes which may play crucial roles in ESCC progression. We performed a weighted gene co-expression network analysis with 1494 differentially expressed genes identified in GSE53624 dataset, and found that the turquoise and black modules were highly correlated with tumor grade of ESCC. Gene ontology enrichment analysis showed that the turquoise module was associated with development and differentiation, and the black module was involved in cell cycle related processes. A total of 3 hub genes: PXMP2, TMEM45B and NEK2 were identified in two modules. Gene expression of 3 genes was associated with overall survival of ESCC patients. Receiver operating characteristic curve analysis showed that all of 3 genes could effectively distinguish ESCC from normal samples in GSE53624 dataset as well as in GSE53622 and TCGA datasets. Gene set enrichment analysis showed that PXMP2 and TMEM45B might be linked to lipid metabolism, and NEK2 was probably related to cell cycle and DNA repair. In addition, both PXMP2 and TMEM45B showed significant hypermethylation of the promoter regions in ESCC, whereas the promoter region of NEK2 was hypomethylated. These findings indicate that PXMP2, TMEM45B and NKE2 may contribute to ESCC progression.
{"title":"Co-expression network analysis identifies key modules and hub genes implicated in esophageal squamous cell cancer progression","authors":"Guangchao Wang , Shichao Guo , Weimin Zhang , Dan Li , Yan Wang , Qimin Zhan","doi":"10.1016/j.meomic.2020.100003","DOIUrl":"https://doi.org/10.1016/j.meomic.2020.100003","url":null,"abstract":"<div><p>Esophageal squamous cell cancer (ESCC) is one of the most common malignant tumors with high mortality in China, whereas the underlying molecular mechanisms of ESCC are largely unknown. In this study, we aimed to identify the abnormally expressed genes which may play crucial roles in ESCC progression. We performed a weighted gene co-expression network analysis with 1494 differentially expressed genes identified in GSE53624 dataset, and found that the turquoise and black modules were highly correlated with tumor grade of ESCC. Gene ontology enrichment analysis showed that the turquoise module was associated with development and differentiation, and the black module was involved in cell cycle related processes. A total of 3 hub genes: <em>PXMP2</em>, <em>TMEM45B</em> and <em>NEK2</em> were identified in two modules. Gene expression of 3 genes was associated with overall survival of ESCC patients. Receiver operating characteristic curve analysis showed that all of 3 genes could effectively distinguish ESCC from normal samples in GSE53624 dataset as well as in GSE53622 and TCGA datasets. Gene set enrichment analysis showed that <em>PXMP2</em> and <em>TMEM45B</em> might be linked to lipid metabolism, and <em>NEK2</em> was probably related to cell cycle and DNA repair. In addition, both <em>PXMP2</em> and <em>TMEM45B</em> showed significant hypermethylation of the promoter regions in ESCC, whereas the promoter region of <em>NEK2</em> was hypomethylated. These findings indicate that <em>PXMP2</em>, <em>TMEM45B</em> and <em>NKE2</em> may contribute to ESCC progression.</p></div>","PeriodicalId":100914,"journal":{"name":"Medicine in Omics","volume":"1 ","pages":"Article 100003"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.meomic.2020.100003","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92013443","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}