Cell and Developmental Biology Commons^™

Her2 Alterations Across Solid Tumors: Implications For Comprehensive Testing, Ahmed Ismail, Chimay Jani, Nusrat Jahan, Malla Midhun, Arnab Basu, Garima Gupta, Bassel El-Rayes, Sejong Bae, Tyler Mattox, Cyntanna Hawkins, Rebecca C. Arend, Mehmet Akce, Yanis Boumber, Aakash Desai

Department of Medicine Faculty Publications

Purpose

ERBB2 (HER2) alterations (e.g., overexpression, amplification, and mutations) are known to drive tumor progression. These changes, particularly in non-breast and gastric/gastroesophageal cancers, remain poorly characterized. With pan-tumor approval of HER2-targeted therapies like Trastuzumab deruxetecan (T-DXd), understanding ERBB2 alterations across diverse cancers is crucial.

Methods

HER2 analysis was conducted on 653 solid tumor specimens at the University of Alabama, using immunohistochemistry (IHC), copy number (CN) variation (CNV) assessment, and mutational profiling. The correlation between CN amplification and IHC expression was evaluated using Somers' D ordinal association.

Results

Of the 653 cases, HER2 IHC scores were distributed as 3 + (3.1%), …

The Role Of Tgf-Beta Superfamily Members In Immune Homeostasis And Disease, Natalie Eva Nieuwenhuizen, Ioannis Eleftherianos, Piotr Jan Kraj, Maria Semitekolou

Biological Sciences Faculty Publications

[Introduction] The Transforming Growth Factor beta (TGF-beta) superfamily, encompassing molecules such as TGFs, activins, Bone Morphogenetic Proteins (BMPs), Growth/Differentiation Factor (GDFs) and Nodals, represents the largest family of growth and differentiation factors, playing crucial roles in developmental and physiological processes across animal species (1). These molecules are integral to tissue homeostasis and cell fate determination. Among them, TGF-beta is particularly noted for its regulatory influence on immune responses and tissue fibrosis (2, 3). Recent research has expanded our understanding of the immune functions of other superfamily members, including activin A and BMPs (4). These molecules signal through receptor complexes composed …

Repositioning Antimalarial Drugs As Anticancer Agents: Focus On Tafenoquine, Chris Barton

Funded Scholarship

Due to the expensive and lengthy process of drug design and approval, drug repurposing (or repositioning) has become another option for identifying preexisting molecules that may be used for alternative purposes. Recently, some antimalarial compounds have been shown to display efficacy against cancer cell proliferation. In this study, we provide evidence to suggest that multiple preexisting antimalarial drugs can reduce the viability of human cancer cells in culture. Furthermore, we provide the first evidence that one antimalarial, Tafenoquine (LD50 = 9.6 μM in HCT116 cells), is capable of decreasing viability with an efficacy comparable to Etoposide (LD50 = 15.2 μM …

Xanthine Oxidoreductase, Uric Acid, And Iron Homeostasis: Discovering A Therapeutic Vulnerability In Breast Cancer, Matthew G. Chapa

Graduate Theses, Dissertations, and Problem Reports (ETD)

Breast cancer remains the most frequently diagnosed malignancy and the leading cause of cancer related deaths in women. This is primarily due to distant metastases, which highlight the necessity to understand factors that contribute to breast cancer progression. Emerging evidence associates decreased tumor xanthine oxidoreductase (XOR) expression with a poorer prognosis, increased recurrence, and a more aggressive phenotype. While healthy liver, intestines, kidneys, and breast tissue have robust XOR expression and activity, there is a tendency for this to be ablated in carcinogenesis. This dissertation investigates XOR's role in breast cancer and identifies its product, uric acid (UA), as possessing …

Neurobiological Variables Mediating The Relationship Between Breast Cancer And Sleep Disruption, Brittany Domenique Elliott

Graduate Theses, Dissertations, and Problem Reports (ETD)

Neurobiological Variables Mediating the Relationship between

Breast Cancer and Sleep Disruption

Brittany D. Elliott, MS

Breast cancer is the most commonly diagnosed malignancy in women, with more than two million new cases diagnosed world-wide each year. Improvements in screening technology and diagnostics have increased survival rates, but cancer-associated sleep disruptions persist for the majority of breast cancer survivors well beyond the treatment period. In addition to reducing quality of life, reduced sleep quality is associated with greater incidences of affective dysfunction, reduced treatment efficiency, aggressive cancer progression, increased symptom severity, and increased mortality by all causes. Thus, identifying the variables …

Analysis Of Differential Gene Expression In Androgen-Independent Clones Derived From The Mycap Pca Cell Line, Jessie L. Tignor, Melanie Sinanian, Richard Inho Joh, David Gewirtz, Jason Reed

Undergraduate Research Posters

Androgen deprivation therapy (ADT) is a primary treatment strategy for prostate cancer (PCa), yet many tumors eventually develop androgen independence, leading to treatment resistance. To investigate the molecular changes underlying this transition, we analyzed differential gene expression in four androgen-independent (AI) clones derived from the Myc-CaP prostate cancer cell line using RNA sequencing. Gene expression profiles were compared to the parental Myc-CaP line, and differentially expressed genes (DEGs) were identified using DESeq2 and edgeR. The AI clones exhibited significant downregulation of senescence-associated genes, including Ezh2 and lamin B1, suggesting a loss of senescence-related chromatin repression. Additionally, upregulation of Wnt pathway …

Comprehensive Investigation Of Proteoglycan Gene Expression In Breast Cancer: Discovery Of A Unique Proteoglycan Gene Signature Linked To The Malignant Phenotype, Simone Buraschi, Gabriel Pascal, Federico Liberatore, Renato V. Iozzo

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Solid tumors present a formidable challenge in oncology, necessitating innovative approaches to improve therapeutic outcomes. Proteoglycans, multifaceted molecules within the tumor microenvironment, have garnered attention due to their diverse roles in cancer progression. Their unique ability to interact with specific membrane receptors, growth factors, and cytokines provides a promising avenue for the development of recombinant proteoglycan-based therapies that could enhance the precision and efficacy of cancer treatment. In this study, we performed a comprehensive analysis of the proteoglycan gene landscape in human breast carcinomas. Leveraging the available wealth of genomic and clinical data regarding gene expression in breast carcinoma and …

P85Α Degradation Mediated By Ubiquitin E3 Ligase Fbxo21 Offers Therapeutic Potential In Leukemia, Kasidy K. Weber

Theses & Dissertations

Acute myeloid leukemia (AML) is a complex and heterogeneous disease characterized by the clonal expansion of myeloid blasts in the bone marrow. Despite significant therapeutic advances over the years, the prognosis for AML patients remains dismal, with high relapse rates and poor overall survival. The ubiquitin-proteasome system (UPS) plays a critical role in maintaining cellular homeostasis by regulating the degradation of proteins involved in essential processes such as cell cycle control, DNA repair, apoptosis, and various signaling pathways. Given this vital function, targeting ubiquitin E3 ligases within the UPS presents a promising strategy for developing more effective and targeted therapies …

Investigating Tumor Growth And Regulation In Supratentorial Ependymomas; The Impact Of Dlk1 And Egr1 Knockout, Om Sinojia

Honors Scholar Theses

Ependymomas (EPNs) are primary brain tumors that often arise from radial glial cells lining the ventricular system. Supratentorial ependymomas (ST-EPNs) are particularly aggressive, and understanding the molecular factors driving their growth is critical for developing targeted therapies. This study investigates the roles of DLK1 and EGR1, key regulators in cellular differentiation and tumorigenesis, in the development of ST-EPNs. We utilized genetically engineered mouse models to induce postnatal knockouts of DLK1 and EGR1 and evaluated tumor growth using histological and imaging techniques. Tumor area was quantified across multiple brain sections from both male and female mice. DLK1 knockout brains exhibited consistent …

A Conjugate Of An Egfr-Binding Peptide And Doxorubicin Shows Selective Toxicity To Triple-Negative Breast Cancer Cells, Phi-Phung Than, Shih-Jing Yao, Emad Althagafi, Kamaljit Kaur

Pharmacy Faculty Articles and Research

Selective targeting of cancer cells via overexpressed cell-surface receptors is a promising strategy to enhance chemotherapy efficacy and minimize off-target side effects. In this study, we designed peptide 31 (YHWYGYTPERVI) to target the overexpressed epidermal growth factor receptor (EGFR) in triple-negative breast cancer (TNBC) cells. Peptide 31 is internalized by TNBC cells through EGFR-mediated endocytosis and shares sequence and structural similarities with human EGF (hEGF), a natural EGFR ligand. Unlike hEGF, peptide 31 does not induce cell migration in TNBC cells. A novel conjugate of peptide 31 with doxorubicin (Dox) retains selectivity for TNBC cells and exhibits significant toxicity comparable …

Exploration In Cell Growth: Rac3 And Its Effect On Ewing Sarcomas Tumorigenic Properties, Allie Woods, Samuel De La Cruz, Catherine Garcia, Terry Jo Shackleford

Cell and Molecular Methods

Multiple experiments were conducted to measure the effectiveness of certain genes on cell growth. In the exploration of this process, RAC3 acted as the target gene and was applied to both SOX18 overexpressing and normal expressing cells (control). RAC3 is a gene that typically controls the intercellular signaling pathway of a cell. This means it helps with the movement of cells and allows for migration.The purpose of these experiments were to determine how the gene RAC3 would work when introduced to carcinogenic cells, specifically Ewing Sarcoma. Typically, RAC3 acts as a messenger for the cell, but when in conjunction with …

The Effect Of Knockdown Of Gene Kit On Sox18 Gene Expression Through The Jak2/Stat3 Signaling Pathway Within An Ewing Sarcoma Cell, Samantha Aragon, Cristina Herrera, Felicity Rodriguez, Riley Smith, Terry Jo Shackleford

Cell and Molecular Methods

Ewing sarcoma is an aggressive cancer that affects children & adolescents. Common treatments include surgery, radiation, and chemotherapy, yet individuals have a poor survival rate and often develop side effects from treatment, including fertility issues, secondary cancer, heart problems, and growth abnormalities.1SOX18 is a gene identified to aid in cell proliferation and cell differentiation, leading to the development of several cancers, such as gastric, bladder, and lung cancer.2,3 SOX18 resides in the JAK2/STAT3 pathway as a regulator, along with another gene named KIT that instigates the formation of the cell signaling pathway.4KIT is a transmembrane tyrosine kinase, which instigates cell …

The Effects Of Ewing Sarcoma Through The Overexpression And Knockdown Of Transcription Factors Sox18 And Stat1, Victoria Castillo, Melany Cervantes, Nicole Robles, Terry Jo Shackleford

Cell and Molecular Methods

SOX18, a transcription factor with a DNA-binding HMG domain, plays a critical role in regulatory processes linked to cancer progression. Exhibiting oncogenic properties, SOX18 has been linked to various cancers, where it promotes tumor growth by enhancing cell invasion, uncontrolled proliferation, and resistance to apoptosis through dysregulated signaling pathways. STAT1, a protein crucial for immune system regulation, is prominently expressed in immune-associated tissues like the lymph nodes, and bone marrow, suggesting it could play a role in tumor growth. Ewing Sarcoma (EWS), an aggressive cancer that targets bone and soft tissue, carries a high mortality rate of 90% without treatment …

Adiposity Throughout Adulthood And Risk Of Young-Onset Breast Cancer Tumor Subtypes In The Young Women's Health History Study, Lydia Marcus Post, Dorothy R. Pathak, Ann S. Hamilton, Kelly A. Hirko, Richard T. Houang, Emily H. Guseman, Dan Sanfelippo, Nicole Bohme Carnegie, L. Karl Olson, Hallgeir Rui, Ann G. Schwartz, Ellen M. Velie

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

BACKGROUND: The role of adult adiposity in young-onset breast cancer (YOBC) subtype risk is not well understood.

METHODS: In this population-based case (n = 1812)-control (n = 1,381) study of invasive YOBC (ages <50 >years), cases were identified from the Los Angeles County and Metropolitan Detroit Surveillance, Epidemiology, and End Results registries, 2010 to 2015. Area-based, frequency-matched controls were sampled from the 2010 Census. General adiposity [body mass index (BMI)] and central adiposity (waist circumference and waist-to-height ratio) across adulthood and covariates were collected from in-person interviews and measurements. ORs and 95% confidence intervals (CI) for adiposity and YOBC tumor subtypes …

Timigp: A Computational Framework To Determine The Tumor Immune Microenvironment Associated With Prognosis And Immunotherapy Response, Chenyang Li

Dissertations and Theses (Open Access)

Accumulating evidence has suggested that the tumor immune microenvironment (TIME) drastically impacts cancer patients’ clinical outcomes, including prognosis and immunotherapy response. However, understanding TIME remains challenging due to its complexity and heterogeneity. In this dissertation, we introduce TimiGP (Tumor Immune Microenvironment Illustration based on Gene Pairs), a computational framework designed to address this challenge. Leveraging single-cell RNA-seq (scRNA-seq) and bulk gene expression data alongside clinical information, TimiGP constructs a cell-cell interaction network that elucidates the relationship between immune cell function and relevant clinical outcomes, such as prognosis and treatment response. With immunological insights, these cell-cell interactions also facilitate the development …

Characterizing And Targeting The Genomic Consequences Of Atrx Deficiency In Glioma, Sharvari Dharmaiah

Dissertations and Theses (Open Access)

Mutational inactivation of histone chaperone ATRX (a-thalassaemia/mental retardation X-linked) represents a defining molecular feature in several cancers, including malignant glioma. As standard of care only leads to transient responses and poor outcomes, there is an unmet clinical need for developing new therapies that target ATRX-deficient glioma. Loss of ATRX gives rise to abnormal G-quadruplex DNA secondary structures at GC-rich sites of the genome, such as telomeric and pericentromeric regions, enhancing replication stress and genomic instability. These mutations are mutually exclusive with TERT promoter mutations, promoting the alternative lengthening of telomeres (ALT) pathway as a telomere maintenance mechanism in ATRX-deficient glioma. …

The Role Of Ganglioside Gd2 And Gd3 Synthase (St8sia1) In The Regulation Of Immune Suppression In Breast Cancer, Bolutyfe Oderinde

Dissertations and Theses (Open Access)

Gangliosides are acidic glycosphingolipids involved in cell adhesion, proliferation, and modulation of signal transduction pathways. It has been reported that tumor-shed gangliosides influence the activity of immune cells including macrophages, NK cells, and T cells. GD3 synthase (GD3S) is the key enzyme that regulates the biosynthesis of the b and c series gangliosides, particularly GD3 and GD2, and studies have shown that GD3S is upregulated in most tumors and plays a role in tumor progression. Similarly, we have previously found GD3S to be significantly upregulated in GD2+ breast cancer stem cells (BCSC) compared to GD2- cells, and the knockdown of …

Assessing The Temporal Role Of Mir-200 Loss In Murine Models Of Nsclc, Jared Fradette

Dissertations and Theses (Open Access)

Lung cancer is the leading cause of cancer related deaths in the United States, with non-small cell lung cancer (NSCLC) making up a majority of new diagnoses. Metastasis is the big killer in NSCLC and is driven by epithelial-mesenchymal transition (EMT) and immune evasion. The microRNA 200 family is a master regulator of EMT and is implicated in immune regulation. In this study we have developed a novel genetically engineered mouse model (GEMM) and derived primary cell lines from them to explore the role of microRNA-200 in early EMT and immune changes. Our model combines conditional activation of Kras^{G12D …}

Cumin Seed Extracts Can Affect The Expression Of P53 In Triple Negative Breast Cancer, Krista A. Wheeler, Jared L. Scott, David Schultz

The Cardinal Edge

Breast cancer is the second leading cause of death amoung women after heart disease. One of the deadliest types of breast cancer, triple negative breast cancer (TNBC), is resistant to many chemotherapy drugs. Chemotherapeutics that can inhibit TNBC growth are needed to combat this form of cancer. Historically, natural compounds found in plants have been studied for their effectiveness at limiting cancer cell growth while also reducing negative side effects due to lower toxicity to healthy cells. Many chemotherapeutics have serious side effects that can result in reduced treatment compliance, often leading to the recurrence of more aggressive and recalcitrant …

Enhancing Chemotherapy: Synergistic Action Of Cisplatin And Berberine Hydrochloride Against Osteosarcoma, Adam S. Al-Droubi, Andrea Florian

Science University Research Symposium (SURS)

Osteosarcoma, the most common type of bone cancer, is notably aggressive and prone to a rapid rate of metastasis. When the tumor is localized; the survival rate is approximately 76% and can often be treated with surgery. However, once metastasis occurs, the survival rate drops to 24% and must be treated with chemotherapy. The standard treatment for metastatic osteosarcoma typically involves combination therapeutics, with cisplatin being a key component despite its severe side effects. Unfortunately, osteosarcoma exhibits a natural resistance to chemotherapy driven by the overexpression of drug efflux pumps, DNA repair mechanisms, and apoptosis avoidance mutations. To address these …

Early Ctdna Kinetics As A Dynamic Biomarker Of Cancer Treatment Response, Aaron Li, Emil Lou, Kevin Leder, Jasmine Foo

Annual Symposium on Biomathematics and Ecology Education and Research

No abstract provided.

Predicting And Monitoring Immune Checkpoint Inhibitor Therapy Using Artificial Intelligence In Pancreatic Cancer, Guangbo Yu, Zigeng Zhang, Aydin Eresen, Qiaoming Hou, Farideh Amirrad, Sha Webster, Surya M. Nauli, Vahid Yaghmai, Zhuoli Zhang

Pharmacy Faculty Articles and Research

Pancreatic cancer remains one of the most lethal cancers, primarily due to its late diagnosis and limited treatment options. This review examines the challenges and potential of using immunotherapy to treat pancreatic cancer, highlighting the role of artificial intelligence (AI) as a promising tool to enhance early detection and monitor the effectiveness of these therapies. By synthesizing recent advancements and identifying gaps in the current research, this review aims to provide a comprehensive overview of how AI and immunotherapy can be integrated to develop more personalized and effective treatment strategies. The insights from this review may guide future research efforts …

Tak1 Blockade Plus Azacitidine Induces Apoptosis, Augments Cytarabine, And Ablates Clonogenicity In Mll-Af9+ Human Aml Cell Lines, Austin P. Runde, Cameron Lewis, Peter Breslin Sj, Jiwang Zhang

School of Medicine

Acute myeloid leukemia (AML) encompasses a diverse group of cancers that originate in the blood-forming tissues of the bone marrow [1]. Aside from the PML-RARA⁺ subtype, AML carries a 5-year survival rate of 28% for patients 20+ years of age. AML is the most common cancer of the hematopoietic system and is slightly more common in biological males; the average age at diagnosis is 68 years. Standard frontline treatment for AML is a two-phase regimen of intensive chemotherapy (CTx) employing daunorubicin and cytarabine; etoposide may also be added in select regimens. Despite 60-70% of patients achieving complete remission (CR), …

Mechanisms Of Extracellular Vesicle Uptake And Implications For The Design Of Cancer Therapeutics, Stephanie R Jackson Cullison, Joseph P Flemming, Kubra Karagoz, Peter J Wermuth, Mỹ G Mahoney

Rowan-Virtua School of Osteopathic Medicine Departmental Research

The translation of pre-clinical anti-cancer therapies to regulatory approval has been promising, but slower than hoped. While innovative and effective treatments continue to achieve or seek approval, setbacks are often attributed to a lack of efficacy, failure to achieve clinical endpoints, and dose-limiting toxicities. Successful efforts have been characterized by the development of therapeutics designed to specifically deliver optimal and effective dosing to tumour cells while minimizing off-target toxicity. Much effort has been devoted to the rational design and application of synthetic nanoparticles to serve as targeted therapeutic delivery vehicles. Several challenges to the successful application of this modality as …

Identification Of New Leads Against Ubiquitin Specific Protease-7 (Usp7): A Step Towards The Potential Treatment Of Cancers, Sumaira Javaid, Seema Zadi, Muhammad Awais, Atai-Tul Wahab, Humaira Zafar, Innokentiy Maslennikov, M. Iqbal Choudhary

Pharmacy Faculty Articles and Research

Ubiquitin-specific protease-7 (USP7) is an important drug target as it regulates multiple proteins and genes (such as MDM2 and p53) with roles in cancer progression. Its inhibition can hinder the function of oncogenes, increase tumor suppression, and enhance immune response. The current study was designed to express USP7 in a prokaryotic system, followed by screening of small molecules against it using biophysical methods, primarily STD-NMR technique. Among them, 12 compounds showed interaction with USP7 as inferred from NMR-based screening. These compounds further caused destabilization of USP7 by reducing its melting temperature (T_m) up to 6 °C in …

Effects Of Cadherin Mediated Contact Normalization On Oncogenic Src Kinase Mediated Gene Expression And Protein Phosphorylation, Rachel E Nicoletto, Cayla J Holdcraft, Ariel C Yin, Edward P Retzbach, Stephanie A Sheehan, Amanda A Greenspan, Christopher M Laugier, Jason Trama, Caifeng Zhao, Haiyan Zheng, Gary S Goldberg

Rowan-Virtua School of Osteopathic Medicine Departmental Research

Nontransformed cells form heterotypic cadherin junctions with adjacent transformed cells to inhibit tumor cell growth and motility. Transformed cells must override this form of growth control, called "contact normalization", to invade and metastasize during cancer progression. Heterocellular cadherin junctions between transformed and nontransformed cells are needed for this process. However, specific mechanisms downstream of cadherin signaling have not been clearly elucidated. Here, we utilized a β-catenin reporter construct to determine if contact normalization affects Wnt signaling in transformed cells. β-catenin driven GFP expression in Src transformed mouse embryonic cells was decreased when cultured with cadherin competent nontransformed cells compared to …

The Effects Of Cannabinoids On Migration-Related Protein Expression In Ewing’S Sarcoma, Allison Lashall

Theses

Ewing’s sarcoma is an aggressive pediatric bone cancer that has low five-year survival rates, primarily due to metastatic disease and resistance of recurring tumors to traditional treatment options; therefore, novel treatment options are needed. The compound cannabidiol (CBD) has been shown to reduce cell viability, migration, and invasion in several tumor types, though the cellular mechanism of action is not well understood. Our lab has demonstrated the ability of CBD to reduce viability, migration, and invasion of Ewing’s sarcoma cells in vitro and is investigating differential protein and cytokine expression of known mediators of migration, such as intercellular adhesion molecule …

Challenges And Coping Strategies Among Caregivers Of Children With Cancer Receiving Care At A National Referral Hospital In Kenya, Doris Machaki, Albanus Kyalo Mutisya, Jostine Mutinda, Sherry Oluchina, Samwel Maina Gatimu

School of Nursing & Midwifery, East Africa

Background: The number of children diagnosed with cancer is expected to increase by 2050. The caring aspect of these children is usually left to members of the family, more so the mothers. Caregivers are usually faced with various challenges, such as financial issues, social stigma, and emotional and psychological issues. Caregivers use various coping strategies to manage the challenges they experience in the caring process, which can be positive or negative coping strategies.

Objective: To explore the challenges and coping strategies of caregivers of children with cancer receiving care at a national referral hospital in Kenya.

Methods: This study employed …

Molecular Targets For Breast Cancer Therapy, Hamidreza Montazeri Aliabadi

Pharmacy Faculty Articles and Research

"Breast cancer is by far the most common cancer in women, and for a while, it surpassed lung cancer as the most diagnosed cancer, regardless of gender, in 2020 [1]. Chemotherapy and hormone therapy are still the first line of treatment, despite extensive research in molecularly targeted drugs. Therefore, triple negative breast cancer (TNBC) is still known as the most challenging type for treatment due to the limited identified targets. Inherent and acquired resistance are still major hurdles in breast cancer therapy, which further highlights the importance of identifying new molecular targets in this battle. The inherent resistance of unresponsive …

Characterizing Biomolecular Structure Features Through An Innovative Elliptical Dichroism Spectrometry For Cancer Detection, Yusuf Asad, Keerthi Priya Jangili, Amara Arshad, Maliha Elma, Komila Rasuleva, Alfred Akinlalu, Tommy Gao, Umamaheswara Rao Tida, Wenjie Xia, Dali Sun

Electrical and Computer Engineering: Faculty Scholarship

This research introduces a novel method for evaluating the structural features of biomolecules, utilizing our innovative Elliptical Dichroism (ED) spectrometer specifically designed for stereochemical analysis. By integrating ED spectrometry with autocorrelation (AC) analysis, we investigate the conformational characteristics of biological molecules such as amino acids, proteins, and extracellular vesicles (EVs) induced by elliptically polarized UV absorption. Our streamlined approach offers a cost-effective and portable solution with minimal sample consumption and supports multiple working modes to efficiently characterize biomolecular structures. The insight from this new approach demonstrates potential applications in using biomolecular characterization for cancer detection.