Incidence, Advances and Development of Breast Cancer in African Continent
Nidhal Ben A1,4, Insha Nahvi2, Sana Belkahla2*, Irum Nahvi3, Hena Saeed Khan2, Amina Yasin2, Shaharbano Bajwa2 and Mohamed Farhan5
1Public Health Department, Veterinary College, King Faisal University, Al Hofuf, Saudi Arabia
2Department of Biology, college of science, King Faisal University, Hofuf, Saudi Arabia
3College of Computer Engineering and Science, Prince Mohammad Bin Fahd University, Al Khobar, Saudi Arabia
4Institute of Biotechnology of Beja, Jendouba University, Tunisia
5Department of Chemistry, College of Science, King Faisal University, Al Hofuf, Saudi Arabia
Submission: October 09, 2024; Published: October 21, 2024
*Corresponding Address: Sana Belkahla, Department of Biology, college of science, King Faisal University, Hofuf, Saudi Arabia
How to cite this article: Nidhal Ben A, Insha Nahvi, Sana Belkahla*, Irum Nahvi, Hena Saeed Khan, et al. Incidence, Advances and Development of Breast Cancer in African Continent, State University of management, Russia . Canc Therapy & Oncol Int J. 2024; 27(5): 556222. DOI:10.19080/CTOIJ.2024.27.556222
Abstract
Breast cancer is a type of malignant tumor that develops in the breast tissue. It mostly affects women, though men can also be diagnosed with it. Since this condition is one of the most prevalent types of cancer worldwide, knowledge and comprehension are essential for both early detection and prevention. The disease scenario in African continent is undergoing remarkable changes, with increasing morbidity and mortality due to cancer. Cancer is now the fifth leading threat of death in Africa. In spite of the advances in treatment of this devastating disease, Cancer still remains to be a challenge and its incidence rates in Africa are increasing, yet their geographic distribution and determinants are poorly characterized. The present study aims to establish the epidemiology of cancer burden in Africa and to provide a comparative perspective of the incidence, death counts, and age-standardized rates of leading cancer groups in North, Middle and Southern Africa. This study also focuses on treatment, diagnostics via machine learning and pathways targeted by breast cancer cells.
Keywords: Cancer; Machine learning; Therapeutics; Immunotherapy; Immunomodulators
Abbreviation: BC: Breast Cancer; GLOBOCAN: Global Cancer Observatory; HER2: Human Epidermal Growth Factor type-2 Receptors; DCIS: Ductal Carinoma In situ; ER or PR: Progesterone Receptors; WHO: World Health Organization; ASR: Age-Standardized Incidence; CAD: Computer-Aided Diagnosis; MRI: Magnetic Resonance Imaging; AI: Artificial Intelligence; SVM: Support Vector Machine; CNN: Convolutional Neural Network; LR: Logistic Regression; KNN: K-Nearest Neighbor; pCR: pathologic Complete Response Rates; RCT: Random Clinical Trials; PFS: Progression-Free Survival; VEGF: Vascular Endothelial Growth Factor; PARP: Poly ADP- Ribose Polymerase; FDA: Food and Drug Administration; RCC: Renal Cell Carcinoma; siRNA: small interfering RNA; ICIs: Immune Checkpoint Inhibitors; ADCs: Antibody Drug Conjugates; AR: Androgen Receptor; LAR: Luminal Androgen Receptor
Introduction
Breast Cancer (BC) is the most common Cancer occurring in Africa. However, the rising trend of Cancer is unknown, and it is the top cause of death in Africa, which needs to be investigated. Most countries in Africa are focusing on action against diseases such as Malaria, HIV and tuberculosis, while other diseases such as Cancer is their low priority. Due to lack of awareness, poor education level, their population strength and limited resources, breast cancer is a neglected healthcare issue in African countries. In addition, lifestyle like reduced breastfeeding, diet, alcohol consumption are also the other factors for Cancer. Furthermore, one of the causes of Cancer is that African women often use other elements like more exposures to skin products, hair products and skin lightening procedures. Breast cancer mortality rates in African countries are rising compared to developed countries. Covid-19 pandemic also made the situation worse to control Cancer in Africa. However, in coming years there will be twice burden in African countries.
Presently, Cancer is one of the most important disease for the researchers [1-3] to study and cope with their causes and spread. Global Cancer Observatory (GLOBOCAN) [4] is widely used for quality and quantity data for low middle countries estimating global Cancer. However, previous studies do not provide complete knowledge of Cancer in all groups of African countries. According to the press release of world health organization [5] total of 1 154 584 cancer cases have appeared in Africa in 2022. Female breast cancer (198 553 cases) and cervical cancer (125 699 cases) diagnosed in both sexes. The most common cancer was breast cancer among women (Figure 1).
Initial screening plays a significant role in early detection of Cancer, to increase survival rate [6-10]. Screening programs could be effective for Cancer if they are implemented in an effective way. In addition, it will lead to a pathway to diagnosis and treatment and better outcomes. Mammography screening is one of the best screening methods for breast Cancer. Also, some of the initial treatments involves breast resonance imaging MRI, biopsy, and surgical resection. Further diagnosis can clarify the stages of cancer Stage I (early stage) to Stage IV (advanced). Other treatment plan involves on the basis of type and stage comprise chemotherapy, radio therapy, targeted therapy, and hormone therapy.

The complications of chemotherapy are well-known that involve risk factors like increased risk of infection, fatigue, skin reactions, blood clots, hair loss, menopause, and financial problems, all of it can cruelly affect the quality of life for the Cancer patient. Advance research in genetics have facilitated in clinical management of breast cancer. Some of the researchers proposed use of machine learning ML for classification of breast cancer. ML methods are applied for breast cancer survival prediction [11]. The application of growing technology called radiomics also improves breast cancer detection [12]. Numerous modifications in breast cancer cells change cell signaling pathways. Hence, the modifications that are studied are right away involved in the progression and development of breast cancer pathways are those mediated by the estrogen receptor ER and human epidermal growth factor type-2 receptors (HER2/Neu or c-ErbB2). These factors accelerate breast cancer into different types based on absence or presence of estrogen, progesterone and HER2 [13].
In past few years researchers are classifying several kinds of breast cancer [14]. One of the types of breast cancer is Ductal Carinoma In situ (DCIS). It is an early cancer that has abnormal cells in milk duct and doesnot grow within further breast tissue. Invasive breast cancer which is one of the common types spread into surrounding tissues. Some other types of invasive breast cancer are Triple-negative breast cancer that refers to that cancer in which the cancer cells don’t have estrogen or progesterone receptors (ER or PR) and not have much protein called HER2 [15,16].
Inflammatory breast cancer is a type of breast cancer that block lymphatic vessels in the skin, and the breast looks swollen. The other less common cancer is Paget disease of breast which begins in ducts of breast. Angiosarcoma starts in blood or lymph vessels.
In this article the following topics have been discussed i. Serious issue of cancer in Africa.
ii. Epidemiology and mortality of cancer in African countries.
iii. Treatments and diagnostics.
iv. Pathways targeted by Breast Cancer cells.
Epidemiology
Incidence of BC worldwide and in Africa
Breast cancer (BC) is a type of cancer that occurs in one or both breasts. The main function of the breast is to produce milk by lobules and carry it to the nipple by the ducts to feed infants. Most types of breast cancers start in the ducts or lobules. According to World Health Organization (WHO), BC is one of the most common cancers among women representing major public health. Based on estimates of International Agency for research on cancer 2022, we have evaluated the incidence of Breast cancer and mortality rates worldwide and in Africa [15,16]. According to the International Agency for research on cancer, female breast cancer is the major type of diagnosed cancer in 2022, with an estimated 2.2 million new cases (23.8%), followed by lung (908 630 new cases)( (9.4%), colorectal 856 979 new cases (8.9%), Cervix uteri (662 301 new cases) (6.9%), and Thyroid 614 729 (6.4%) word wide. The Incidence rate of Breast cancer is lower in the Africa than Asia (1026171 new cases), America and Europe (531086 new cases) where large epidemiological studies are easily conducted.
According to GLOBACAN 2022, breast Cancer remains to be the leading cause of death among African women .In 2022, the number of deaths was estimated to be 91 252 in women followed by Cervix uteri (80 614 deaths), liver (26 709 deaths) and colorectal cancers (22 668 deaths) (Table 1). The age-standardized incidence (ASR) and mortality rate of African patients with Breast cancer is estimated 40.5 and 28.2 per 100,000 people, respectively (Figure 2).

Distribution of Cases and Deaths by Region in African countries
In North Africa (including Tunisia, Egypt, Algeria, Morocco, Libya and Sudan) the number of new cases of BC (64977) is higher than Middle (16856 new cases) and Southern Africa 15815 new cases. The Arab populations in North Africa have a higher number of new cases compared to the Middle and Southern populations. Egypt and Algeria have the highest incidence of new cases with 26845 and 14601 respectively and ASR were 55.4 and 61.9 per 100,000 respectively (Table 2).
The mortality rate in Middle and Southern African women was found to have a lower prevalence of BC compared to Northern African populations. In North of Africa, the estimated number of deaths in Egypt in 2022 is 9 596 deaths which is higher than Algeria (4 893 death cases), Morocco (4 044 deaths), Sudan (3 243 deaths), Tunisia (901 deaths) However, Libya has the lowest Incidence and death rate with 1 169 and 460 respectively. The estimated age-standardized incidence rate in Morocco (56.4 per 100.000) is higher than Algeria and Egypt with 55.8 and 48.7 per 100.000 respectively.

Compared to Middle African countries, Sao Tome and Principe has the lower number of new cases 16 with ASR 19.9 per 100,000 followed by Equatorial Guinea and Gabon with 717 and 323 new cases respectively and ASR were 16.6 and 36.4 per 100,000 respectively. In Southern Africa, the estimated number of deaths in 2022 is 5 693 and the Estimated age-standardized incidence rate (53.9 per 100.000) which is higher than South Africa with 52.6 per 100.000 (Table 2). Nigeria has the highest number of new cases in all continents with 28380 new cases followed by Egypt with 22038 new cases and Ethiopia with 16133 new cases. As per the age-standardized rates (ASR) in different types of cancers, the incidence of Breast cancer in Ethiopia (5-year prevalent cases) was estimated to be 27872 cases followed by Kenya and the united republic of Tanzania with incidence number of prevalent cases (5- year) in females is estimated 15496 and 8295 respectively (Table 3).
Diagnostics of Breast Cancer
Implementation of Machine Learning to Diagnosis of Breast Cancer
Innumerable deadly diseases for example cancer and diabetes have emerged not in the developing country like Africa but throughout the world. Multiple attempts have been put in the diagnosis and treatment of such diseases. Medical images such as thermography, MRI (magnetic resonance imaging), mammograms, ultrasound images, histopathology are used by scientists to train the algorithm to diagnose the tumor [17]. Unfortunately, the work has fallen short because of the budget, support in terms of infrastructure, tools and experts in this area has lowered the patients to approach to the healthcare. The computer-aided diagnosis (CAD) systems have been automated, with advanced techniques to diagnose tumors [17]. Recently, artificial intelligence (AI) based approach has emerged to improve in terms of cost, diagnostic time, level of accuracy, infrastructure, resources and experts to diagnose dreadful diseases like breast cancer and diabetes.
Analysis of identification of techniques and algorithms used in AI based diagnosis for cancer
The stages and the techniques in AI-based diagnosis that can be used for breast cancer [18] are represented in (Flowchart 1). Along with the SVM (support vector machine), Naïve Bayes, CNN (Convolutional Neural Network); LR (logistic regression), KNN (K-nearest neighbor), decision tree, and random forest are used to achieve accuracy in the breast cancer categorization [19-22]. A lot of work is done on integration of multiple techniques to create a newer hybrid version of technique to improve the accuracy. Out of these techniques, two techniques that are considered best approaches for diagnosis [17] are explained below:

K-Nearest Neighbor Model: is one of the algorithm which is used in diagnosis of disease accurately: Fine, Medium, Coarse, Cosine, and Weighted KNN models can be used in the process. KNN technique implementation on medical data can be shown in the below (Flowchart 2):

Support Vector Machine Model: To eradicate the anomalies from data, segmentation of breast cancer is done. Based on its features, the data is classified as benign or malignant. For evaluation, the SVM grabs the instances and allocate them a specific class. The ambiguity is removed, and evaluation is performed for the prediction of accurate output. By image masking, the resolution is improved and unnecessary pixels are removed. By implementing SVM, medical data undergoes through multiple steps as shown in the flowchart 2. For the categorization of the anomalies, research can be further proceeded and for features that have complexities, multilayered neural network architecture can be used [17].
Treatment of Breast Cancer
BC is usually treated with both radiation therapy, chemotherapy as well as surgery.
Chemotherapy
The mainstay treatment for both early and advanced stage of BC is cytotoxic chemotherapy. An important strategy against BC is targeting DNA repair complex like platinum compounds, P53 like (taxanes), cell proliferation like anthracycline containing regimen and targeted therapy [21]. The combination of novel chemotherapy with standard chemotherapy has proven to be an advantage according to neoadjuvant studies [23]. It has been studied that pathologic complete response rates (pCR) have been increased by 10-15% with the addition of platinum based agents in neoadjuvant chemotherapy [24]. Patients with wild-type BRCA1/2 had a higher chance of achieving pCR after neoadjuvant platinum-based chemotherapy. This indicates that platinum salts are of little value among patients having DNA repair-deficient tumors in their chemotherapy sessions including alkylating agents like cyclophosphamide [25,26].

During a PATTERN trial conducted in 2020, in comparison to standard anthracycline–taxane-based chemotherapy, carboplatin and paclitaxel regimen was linked with a higher 5-year DFS. However, the role of platinum agents was not addressed in this trial [27]. According to a study, meta-analysis was done on random clinical trials (RCT) that showed no advantage of progressionfree survival (PFS) in patients who followed platinum-based regimens when compared to patients treated with other available options (HR 1.16, 95% CI 0.90–1.49; P = 0.24) [28]. According to another study, patients with BRCA1/2 mutations demonstrated a statistically significant PFS advantage with carboplatin vs docetaxel in the phase III study. The combination of paclitaxel and carboplatin has been linked to an unusually lengthy median PFS duration in this patient population [29,30].
Other treatments for BC at its initial stage was anthracyclinetaxane- based chemotherapy along with capecitabine [31,32]. During a CREATE-X trial, a meta-analysis of individual patient data was performed by adding capecitabine in sequence or in combination and it was observed that it is related with a statistically significant DFS improvement. But this trial only included patients with residual disease after neoadjuvant chemotherapy while choosing sequential capecitabine as the standard reference treatment for these individuals [33,34]. According to another study, a meta-analysis of 26 RCTs found that dose-dense administration improved long-term results in a moderate but substantial way with a 10-year recurrence risk of 28% as compared to 31.4% of standard schedule. It is noteworthy that many trials have been done till date to compare the effects and dosages but with different drugs and different combinations of drugs and only a few comparisons have been done between same chemotherapy regimen [35,36].
Neoadjuvant Chemotherapy
Mostly BC patients are treated with a therapy called neoadjuvant chemotherapy where patients are subjected to chemotherapy before the process of surgery. This results in pathologic complete response and overall survival. During neoadjuvant treatment, the removed tissue is analyzed for the presence of any active cancer cell and when any active cancerous cell is not found, this condition is known as pathologic complete response (pCR).
Neoadjuvant therapy allows researchers to assess in vivo tumor responses to treatment. In neoadvujant therapies, pCR plays a very important role in clinical trials due to its association with survival outcomes which in turn helps in assessing the efficacy of this therapy [37]. According to one of the study done to evaluate the response by addition of capecitabine (X) or gemcitabine (G) to docetaxel (T) followed by AC, it was observed that pCR showed no significant difference in both lymph nodes and breast of BC patients (T=AC i.e., 26 % ; TX= AC i.e., 23.3 %; TG= AC i.e., 27.3%) [38]. In the same year, when women with BC were treated with capecitabine to docetaxel both sequentially and in combination, the results of pCR rates were found to be 8% and 11.5% for Arm A and B respectively and 19% in both arms combined after 4 cycles of docetaxel followed by 4 cycles of capecitabine or 8 cycles of concurrent docetaxel/capecitabine [39].
Neoadjuvant novel therapies have also been sought to determine the benefit of targeting vascular endothelial growth factor (VEGF) with bevacizumab. It is supposed that VEGF inhibitors might be effective against BC as BCs may require increased neoangiogenesis because of their hugely proliferative nature but no studies until now have found any BC specific effect of antiangiogenic agents [40]. Bevacizumab is being studied currently for metastatic BC. According to GeparQuinto study where bevacizumab was added to anthracycline/taxane-based preoperative chemotherapy to BC women patients, a benefit of higher likelihood of pCR was observed compared to the other subtypes of breast cancer [41].
Adjuvant Therapy
This therapy is used once the surgery is complete. But mostly it is less effective in case of BC. Patients having a large tumor or those whose lymph nodes are involved might go through this therapy. Various trials have been done but with different durations and with different drugs. Among those trials the duration of treatment and drug choice were confounded. There have been different conclusions about treatment duration among these trials.
Metronomics is also being used in adjuvant chemotherapy. A prospective randomized trial was done on 78 patients and they were either given 3 cycles of FEC100 and 3 cycles of docetaxel, carboplatin or 3 cycles of FEC100 and docetaxel alone and were followed by maintenance metronomic chemotherapy for one year. This showed improvement in the outcome parameters [42]. Many other ongoing trials are being addressed and studied like introduction of ixabepilone into the adjuvant setting or by introducing maintenance therapy. In one of the trials done in 2015 for women with BC, an extended adjuvant treatment, metronomics has been studied. However, this study, showed that extended adjuvant metronomic X was tolerated well without any serious issues [43]. Metronomic chemotherapy along with anticancer vaccines could be a promising approach in future [44].
Poly ADP- ribose polymerase (PARP) Inhibitors
PARP inhibitor makes it harder for cancer cells to fix their DNA damage as PARP inhibitors interfere with PARP enzyme that fixes DNA damage in cancerous cells also. Thus, cancer cells cannot survive in their presence. PARP enzyme fixes DNA mutation of BRCA1 or BRCA2. PARP inhibitors such as olaparib and talazoparib are used to treat the advanced stages of BC in patients with BRCA1or BRCA2 mutation. PARP inhibition seems to be a promising approach against BC.
Immunotherapy
When immunotherapy medicines use our body’s own immune system to attack the cancer cells, it is called as immunotherapy. One such medicine is pembrolizumab which is used for BC patients. This immunotherapy medicine is used to treat BC and PD-L1- positive breast cancer along with chemotherapy when surgery is unsuccessful in these cases. Pembrolizumab is also known as Keytruda. Immunotherapy is a type of biological treatment used for some types of cancers. The aim of this treatment is to boost the immune system to identify and destroy cancer cells. Recent research and clinical trials have shown that immunotherapy treatment has the potential to improve outcomes for breast cancer patients. Depending on the type and stage of cancer, antibodies and immunomodulators (Immune checkpoint inhibitors) can be used to stimulate the immune system to fight against BC cells. Various immunotherapies used are mentioned below:
Targeted Antibodies
These are also known as immune targeted therapies and are a form of immunotherapy treatment that can recognize specific markers on cancer cells then disrupt their grow and alert the immune system to target and eliminate cancer cells. Some of the drugs used are:
i. Pertuzumab (Perjeta®): is a humanized monoclonal antibody against extracellular domain II of the human epidermal growth factor receptor. (HER2) receptor is a novel HER2 receptor antagonist approved in 2013 by the European Medicine Agency and in 2012 by the U.S. Food and Drug Administration (FDA) as a first-line therapy to treat HER2-positive and metastatic breast cancer for patients who have not received prior anti-HER2 therapy or chemotherapy for metastatic disease [45,46]. Pertuzumab is used in combination with chemotherapeutics drugs such as Herceptin, Taxotere, and docetaxel [47].
ii. Sacituzumab govitecan (Trodelvy®): is an antibodydrug conjugate (ADC) containing the irinotecan active metabolite, SN-38, that specifically targets human trophoblast cell surface antigen-2 (trop-2) overexpressed in many cancers [48]. ADCs are new biopharmaceutical drugs composed of monoclonal antibodies chemically linked to cytotoxic drugs used to kill cancer cells without causing any damage to healthy cells. Fistful ADCs bind to a specific target protein expressed on the tumor cell surfaces via its monoclonal antibody [49]. Then after cell internalization of ADC, the linker is cleaved, releasing the anticancer drug into the cell causing cell death. It was shown that BC cells overexpressed the trophoblast cell surface antigen 2 (Trop-2) which is a specific target of SN-38 [50-52]. This discovery makes sacituzumab govitecan a good alternative for treatment of BC patients.
iii. Trastuzumab (Herceptin®): A recombinant monoclonal antibody targets HER2 extracellular domain IV approved by the FDA and used for HER2 Positive Breast cancer.
iv. Trastuzumab deruxtecan (Enhertu®): Enhertu approved in Europe and US for the treatment of HER2-positive metastatic breast cancer [53].
v. Trastuzumab emtansine is a new class of chemotherapy drug called an antibody-drug conjugate, recently approved by FDA as an efficient treatment for HER2-Positive Metastatic Breast Cancer [42].
Immunomodulators
One of most important role of the immune system is its ability to make the difference between “self” cells and “non-self-cells”. The body cells have specific proteins recognised by the immune system as a “self” checkpoints. Breast cancer cells use these checkpoints to avoid being identified by the immune system to escape from immune system. By targeting these checkpoint through proteins inhibitors help the immune response to fight against breast cancer cells. There are currently many FDA-approved immune checkpoint inhibitors like Pembrolizumab (Keytruda®) and it was approved by U.S. Food and Drug Administration on July 26, 2021. According to National cancer Institute, more than 1,200 trials of KEYTRUDA are being studied across different cancers such as Breast cancer, renal cell carcinoma (RCC) etc.
Tecentriq (Atezolizumab): Tecentriq is an inhibitor for PDL1 proteins. The interaction between Tecentriq and PD-L1 led to a therapeutic blockade enhancing the tumor-specific T-cell responses resulting in improved anti-tumor activity. Tecentriq was approved by the FDA in March 2019 to be used in combination with the chemotherapy medicine Abraxane to treatment in metastatic BC and locally advanced breast cancer [54,55]. Various Nano formulations and nanomedications like liposomes, metallic nanoparticles, dendrimers, lipid based Nano medicines etc. are in use now a days around the globe for the treatment of breast cancer [15,16].
Nanoparticles
Nanoparticles are small particles, range in size from 1 to 100 nm and are utilized in medicine to treat a variety of tumors, including breast cancer [56]. These days, scientists have created a wide range of nanoparticles with unique characteristics, forms, and manufacturing processes. Liposomes, polymeric, magnetic, gold, quantum dot, and dendrimer nanoparticles are the most often utilized nanoparticles in the treatment of breast cancer patients [57-60]. Every variety of nanoparticle has a unique set of advantages and limitations, and current research aims to minimize any negative effects while maximizing effectiveness.
An overview of current studies and developments in the application of nanoparticles to the treatment of breast cancer:
a. Drug Delivery Targeted.
i. Nanoparticle-Encapsulated Chemotherapy: To improve the targeting properties and lessen systemic toxicity of conventional chemotherapy medications like doxorubicin and paclitaxel, researchers are creating nanoparticles that encapsulate them. One significant advancement in this area is pegylated liposomal doxorubicin, or Doxil, which has already received approval for clinical use [61].
ii. Targeting Specific Receptors: More recent research focus on creating nanoparticles that specifically target receptors, such HER2 and estrogen receptors, that are overexpressed on breast cancer cells [62]. By more accurately delivering medications to cancer cells, these tailored nanoparticles can increase therapeutic efficacy and decrease adverse effects.
b. Improved Imaging and Diagnosis.
i. Gold nanoparticles: The application of gold nanoparticles in photothermal treatment and imaging is being investigated. When exposed to laser light, their size and form can be modified to enhance contrast in imaging tests like CT and MRI. They can also be utilized in photothermal treatment to target and kill specific cancer cells [63].
ii. Quantum Dots: High-resolution imaging of cancer cells and tissues is achieved with the use of these fluorescent nanoparticles. In order to assure safe clinical applications, recent research focuses on enhancing their biocompatibility and stability [64].
c. Radiation and Thermal Therapy
i. Magnetic Nanoparticles: These particles are heated to kill cancer cells by applying an external magnetic field. This process is known as magnetic hyperthermia. Current research is enhancing these materials’ magnetic characteristics and biocompatibility [65].
ii. Combination Therapies: To fight cancer, researchers are designing nanoparticles that combine medicine delivery with heat therapy [66].
d. RNA and Gene Therapy
i. RNA Nanoparticles: Small interfering RNA (siRNA) and other RNA-based treatments that can quiet genes linked to cancer are delivered using nanoparticles. The goal of recent developments is to make these RNA-loaded nanoparticles more stable and more precisely targeted [67].
ii. Gene Editing: In order to repair mutations or control the behavior of cancer cells, CRISPR/Cas9 components are also delivered by nanoparticles [68].
Ongoing Clinical Trials
The effectiveness and safety of breast cancer treatments based on nanoparticles are being studied in a number of clinical trials. In this regard, several nanoparticle formulations are being tested in clinical studies for targeted drug administration and imaging are listed below [69].
a. NCT03903145:
i. Title: “A Study of Nanoparticle Albumin-Bound (nab) Paclitaxel and Carboplatin in Combination With Pembrolizumab in Triple-Negative Breast Cancer”
ii. Objective: Assess the safety and effectiveness of using pembrolizumab, carboplatin, and nab-paclitaxel in combination to treat triple-negative breast cancer.
iii. Status: Recruiting.
b. NCT04301284:
i. Title: “Phase I Study of Nanoparticle-Based Docetaxel and Epirubicin in HER2 Positive Breast Cancer”.
ii. Objective: Examine the docetaxel and epirubicin nanoparticle formulation’s safety, tolerability, and initial efficacy.
iii. Status: Recruiting.
c. NCT04409581:
i. Title: “Safety and Efficacy of Nanoparticle-Encapsulated Doxorubicin in Advanced Breast Cancer”.
ii. Objective: Evaluate the efficacy and safety of a novel doxorubicin nanoparticle formulation in patients with metastatic breast cancer.
iii. status: Recruiting.
d. NCT05075419:
i. Title: “Combination Therapy With Magnetic Nanoparticles and Radiation in Breast Cancer”
ii. Objective: Investigate the use of radiation therapy and magnetic nanoparticle hyperthermia in the treatment of breast cancer.
iii. Status: Not yet recruiting.
e. NCT04768183:
i. Title: “Study of Quantum Dot Imaging for Breast Cancer Detection”.
ii. Objective: Assess the application of quantum dots for enhanced imaging and breast cancer early detection.
iii. Status: Recruiting.
f. NCT04558916:
i. Title: “Targeted Delivery of siRNA Using Liposomal Nanoparticles in HER2-Positive Breast Cancer”
ii. Objective: Evaluate liposomal nanoparticles’ efficacy in delivering siRNA directed against HER2-positive breast cancer. iii. Status: Recruiting.
g. NCT04164266:
i. Title: “Efficacy of Gold Nanoparticles in Combination with Chemotherapy for Triple-Negative Breast Cancer”.
ii. Objective: Examine if gold nanoparticles and conventional chemotherapy medications work well together to treat triple-negative breast cancer.
iii. Status: Recruiting.
Pathways Targeted by various Therapies of Breast Cancer
Various signaling pathways are being targeted using different therapies. Some of them are listed below:
HRR Pathway
To repair DNA double strand breaks, HRR pathway is involved. HRD leads to the molecular alterations that confers to HRD in BCs with mutations of BRCA1/2 and other mutations. Germline BRCA1/2 mutations are considered as authentic biomarkers of sensitivity to DNA-targeting cytotoxic agents like platinumbased agents and PARP inhibitors [70]. HRD breast cancer cells specifically BRCA1/2 depend on PARP-mediated DNA repair for their survival and are thus very sensitive towards its inhibition. Other than BRCA1/2 other alterations are also being considered as budding biomarkers of sensitivity to PARP inhibitors.
Antibody Drug Conjugates
Antibody Drug Conjugates (ADCs) use the mechanism of cytotoxicity. ADCs only permit delivery of cytotoxic payloads to antigen-expressing cancer cells. Other than using cytotoxicity mechanism, ADCs also use other antitumor mechanisms such as inducing double- strand DNA breaks, thereby enhancing growth inhibitory effect of PARP inhibitors in BC. ADCs also modify inflammatory tumor micro environment by causing immunogenic cell death leading to the infiltration of cytotoxic T cells and antigen-presenting cells and displaying antitumor properties when combined with immune checkpoint inhibitors (ICIs) [70].
PI3K–AKT pathway inhibitors
PI3K–AKT pathway has a role in cancer. Various alterations like activating mutations in PIK3CA, AKT1 or MTOR and inactivating mutations of PTEN, PIK3R1 or INPP4B can get around to PI3K pathway activation [71].
Anti-androgen Therapy
20-40 % of BC is specified by increased expression of androgen receptor (AR). None of the AR inhibitors such as bicalutamide and enzalutamide have exhibited proper anti-tumor activity in metastatic BC patients who are androgen receptor positive till date. However, ongoing trials will clearly explain the beneficial character of AR inhibition in patients with metastatic BC (NCT03055312) [72]. Luminal androgen receptor (LAR) subtype activates PIK3CA and AKT mutations and studies have clearly indicated the synergistic activity of contemporaneous blockage of the PI3K and AR signaling pathways in AR+ TNBC [73,74].
Conclusion
Breast cancer prevalence is alarming in African countries and it is the top cause of death in Africa. The mortality rate in Middle and Southern African women was found to have a lower prevalence of BC compared to Northern African populations. Machine learning is considered to be the most recent approach towards its diagnostics whereas conventional treatments like chemotherapy, immunotherapy, metronomic etc. are extensively used in African continent till date. Nano medications also play an important role in the treatment of breast cancer. Various signaling pathways like HRR pathway, antibody drug conjugates, anti-androgen therapy etc. are being targeted using different therapies. There is a need for better understanding and use of Nano medicines that will definitely aid in better treatment and early diagnosis of breast cancer in African continent.
Data Availability Statement
The data underlying this article are available in the article.
Acknowledgment
Authors extend their acknowledgment to the Deanship of Scientific Research at King Faisal University, Al Hofuf, Saudi Arabia under Grant Number: GRANT for financial support.
Conflict of interest
Authors declare no conflict of interest.
References
- Claudia A Anyigba, Gordon A Awandare, Lily Paemka (2021) Breast cancer in sub-Saharan Africa: The current state and Uncertain future. Exp Biol Med 246(12): 1377-1387.
- Rajesh Sharma (2021) Breast cancer burden in Africa: evidence from GLOBOCAN 2018. J Public Health 43(4): 763-771.
- Samuel O Azubuike, Colin Muirhead, Louise H, Richard Mc Nally (2018) Rising global burden of breast cancer: the case of sub-Saharan Africa (with emphasis on Nigeria) and implications for regional development: a review. World J Surg Oncol 16(1): 63.
- Rajesh S, Aashima, Mehak N, Claudio F, Paul S, et al. (2022) Mapping Cancer in Africa: A Comprehensive and Comparable Characterization of 34 Cancer Types Using Estimates From GLOBOCAN 2020. Front Public Health 10: 839835.
- (2022) Cancer in sub-Saharan Africa: building local capacity for data production, analysis, and interpretation” International Agency for Research and Cancer, World Health Organization, Press release No. 313.
- Djibril M Ba, Paddy S, Edeanya A, Yanxu Y, Ramata C, et al. (2020) Prevalence and determinants of breast cancer screening in four sub-Saharan African countries: a population based study. BMJ Open 10(10): e039464.
- Nancy Phaswana-M, Karl Peltzer (2018) Breast and Cervical Cancer Screening Prevalence and Associated Factors among Women in the South African General Population. Asian Pacific Journal of Cancer Prevent 19(6): 1465-1470.
- Eleanor Black, Robyn Richmond (2019) Improving early detection of breast cancer in sub-Saharan Africa: why mammography may not be the way forward” Global Health 15(1): 3.
- Vida Nyagre Y, Agani A, Robert Kaba A, Somin S, Solomon MS, et al. (2022) Leveraging breast cancer screening to promote timely detection, diagnosis and treatment among women in sub-Saharan Africa: a scoping review protocol. BMJ Open 12(5): e058729.
- Sergei M, Carlos Canelo-A, Jean-Eric T, Pablo Alonso-C, Nadya Di, et al. (2020) Monitoring and evaluation of breast cancer screening programmes: selecting candidate performance indicators. BMC Cancer 20: 7955.
- Jiande Wu, Chindo Hicks (2021) Breast Cancer Type Classification Using Machine Learning. J Personalized Medicine 11(2): 61.
- Allegra Conti, Andrea Duggento, Iole Indovina, Maria Guerrisi, Nicola Toschi (2021) Radiomics in breast cancer classification and prediction. Seminars in Cancer Biology 72: 238-250.
- Miguel AO, Oscar Fraile-Martínez, Ángel A, Julia B, Natalio García-H, et al. (2020) Signal Transduction Pathways in Breast Cancer: The Important Role of PI3K/Akt/mTOR. J Oncol 2020: 9258396.
- Mohammad MG, Sohrab Zendehboudi (2021) Application of decision tree-based ensemble learning in the classification of breast cancer. Comput Biol Med 128: 104089.
- Belkahla S, Nahvi I, Biswas S, Nahvi I, Ben Amor N (2022) Advances and development of prostate cancer, treatment, and strategies: A systemic review. Front Cell Dev Biol 10: 991330.
- Nahvi I, Belkahla S, Biswas S, Chakraborty S (2022) A Review on Nanocarrier Mediated Treatment and Management of Triple Negative Breast Cancer: A Saudi Arabian Scenario. Front Oncol 12: 953865.
- Safdar S, Rizwan M, Gadekallu TR, Javed AR, Rahmani MKI, et al. (2022) Bio-Imaging-Based Machine Learning Algorithm for Breast Cancer Detection. Diagnostics 12(5): 1134.
- Kavita B, Ernest B, John Terhile A, Vinay G (2022) Artificial Intelligence in Medical Diagnostics: A Review from a South African Context. Scientific Afr 17: e01360.
- Fayyaz M, Farhan AA, Javed AR (2021) Thermal Comfort Model for HVAC Buildings Using Machine Learning. Arab J Sci Eng 47: 2045-2060.
- Sarwar MU, Javed AR (2019) Collaborative health care plan through crowdsource data using ambient application. In Proceedings of the 2019 22nd International Multitopic Conference (INMIC), Islamabad, Pakistan, p. 1-6.
- Usman Sarwar M, Rehman Javed A, Kulsoom F, Khan S, Tariq U, et al. (2021) Parciv: Recognizing physical activities having complex interclass variations using semantic data of smartphone. Softw Pract Exp 51(3): 532-549.
- Javed AR, Sarwar MU, Khan S, Iwendi C, Mittal M, et al. (2020) Analyzing the effectiveness and contribution of each axis of tri-axial accelerometer sensor for accurate activity recognition. Sensors 20: 2216.
- Berrada N, Delaloge S, André F (2010) Treatment of triple-negative metastatic breast cancer: toward individualized targeted treatments or chemosensitization? Ann Oncol 21(Suppl 7): vii30-vii35.
- Amos KD, Adamo B, Anders CK (2012) Triple-negative breast cancer: an update on neoadjuvant clinical trials. Int J Breast Cancer 2012: 385978.
- Poggio F, Bruzzone M, Ceppi M, Ponde NF, La Valle G, et al. (2018) Platinum-based neoadjuvant chemotherapy in triple-negative breast cancer: a systematic review and meta-analysis. Ann Oncol 29: 1497-1508.
- Tung N, Banu A, Michele RH, Erin H, Deborah LT, et al. (2020) TBCRC 031: randomized phase II study of neoadjuvant cisplatin versus doxorubicin-cyclophosphamide in germline BRCA carriers with HER2-negative breast cancer (the INFORM trial). J Clin Oncol 38: 1539-1548.
- Fu D, Calvo JA, Samson LD (2012) Balancing repair and tolerance of DNA damage caused by alkylating agents. Nat Rev Cancer 12(12): 104-120.
- Yu KD, Fu-Gui Ye, Min He, Lei Fan, Ding Ma, et al. (2020) Effect of adjuvant paclitaxel and carboplatin on survival in women with triple-negative breast cancer: a phase 3 randomized clinical trial. JAMA Oncol 6(9): 1390-1396.
- Pandy JGP, Balolong-Garcia JC, Cruz-Ordinario MVB, Que FVF (2019) Triple negative breast cancer and platinum-based systemic treatment: a meta-analysis and systematic review. BMC Cancer 19(1): 1065.
- Tutt A, Holly T, Maggie Chon UC, Sarah K, Lucy K, et al. (2018) Carboplatin in BRCA1/2-mutated and triple-negative breast cancer BRCAness subgroups: the TNT Trial. Nat Med 24: 628-637.
- Diéras V, Hyo SH, Bella K, Hans W, Michael F, et al. (2020) Veliparib with carboplatin and paclitaxel in BRCA-mutated advanced breast cancer (BROCADE3): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet Oncol 21(10): 1269-1282.
- Joensuu H, Pirkko-Liisa Kellokumpu-L, Riikka H, Arja Jukkola-V, Minna T, et al. (2017) Adjuvant capecitabine in combination with docetaxel, epirubicin, and cyclophosphamide for early breast cancer: the randomized clinical FinXX Trial. JAMA Oncol 3(6): 793-800.
- O’Shaughnessy J, Hartmut K, Yuanyuan X, Mark RL, Devchand P, et al. (2015) Patients with slowly proliferative early breast cancer have low five-year recurrence rates in a phase III adjuvant trial of capecitabine. Clin Cancer Res 21: 4305-4311.
- van Mackelenbergh M, Fenja Seither, Volker Möbus, Joyce O, Miguel M, et al. (2020) Abstract GS1-07: Effects of capecitabine as part of neo-/adjuvant chemotherapy. A meta-analysis of individual patient data from 12 randomized trials including 15,457 patients. Cancer Res 80: GS1-07.
- Masuda N, Soo-Jung L, Shoichiro O, Young-Hyuck, Eun-Sook, et al. (2017) Adjuvant capecitabine for breast cancer after preoperative chemotherapy. N Engl J Med 376: 2147-2159.
- Del Mastro L, Sabino De P, Paolo B, Michele De L, Corrado B, et al. (2015) Fluorouracil and dose-dense chemotherapy in adjuvant treatment of patients with early-stage breast cancer: an open-label, 2 × 2 factorial, randomised phase 3 trial. Lancet 385: 1863-1872.
- Cameron D, James PM, Peter C, Galina V, Robert C, et al. (2017) Accelerated versus standard epirubicin followed by cyclophosphamide, methotrexate, and fluorouracil or capecitabine as adjuvant therapy for breast cancer in the randomised UK TACT2 trial (CRUK/05/19): a multicentre, phase 3, open-label, randomised, controlled trial. Lancet Oncol 18: 929-945.
- Amos KD, Adamo B, Anders CK (2012) Triple-negative breast cancer: an update on neoadjuvant clinical trials. Int J Breast Cancer 2012: 385978.
- Bear HD, Tang G, Rastogi P, Geyer CE, Robidoux A, et al. (2011) The effect on pCR of bevacizumab and/or antimetabolites added to standard neoadjuvant chemotherapy: NSABP protocol B-40. J Clin Oncol 29: abstr LBA1005.
- Zelnak AB, Harichand-Herdt S, Styblo TM, Rizzo M, Gabram SG, et al. (2011) Final results from randomized phase II trial of preoperative docetaxel (D) and capecitabine (C) given sequentially or concurrently for HER2-negative breast cancers. J Clin Oncol (Meeting Abstracts) 29: 1118.
- Sumit Siddharth, Dipali Sharma, Racial D (2018) Triple-Negative Breast Cancer in African-American Women: A Multifaceted Affair between Obesity, Biology, and Socioeconomic Determinants. Cancers 10(12): 514.
- Gerber B, Loibl S, Eidtmann H, Rezai M, Fasching PA, Tesch H, et al. (2013) Neoadjuvant bevacizumab and anthracycline–taxane-based chemotherapy in 678 triple-negative primary breast cancers: secondary endpoint analysis of the GeparQuinto study (GBG 44). Ann Oncol 24(12): 2978-2984.
- Nasr KE, Osman MA, Elkady MS (2015) Ellithy MA: Metronomic methotrexate and cyclophosphamide after carboplatin included adjuvant chemotherapy in triple negative breast cancer: a phase III study. Ann Transl Med 3: 284-294.
- Alagizy HA, Shehata MA, Hashem TA, Abdelaziz KK, Swiha MM (2015) Metronomic capecitabine as extend adjuvant chemotherapy in women with triple negative breast cancer. Hematol Oncol Stem Cell Ther 8: 22-27.
- Locatelli MA, Curigliano G, Eniu A (2017) Extended Adjuvant Chemotherapy in Triple-Negative Breast Cancer. Breast Care 12: 152-158.
- Nadia Harbeck, Oleg Gluz (2017) Neoadjuvant therapy for triple negative and HER2-positive early breast cancer. Breast 34(Suppl 1): S99-S103.
- Gideon MB, Nancy S Scher, Patricia C, Somesh C, Shenghui Tang, et al. (2013) First FDA Approval of Dual Anti-HER2 Regimen: Pertuzumab in Combination with Trastuzumab and Docetaxel for HER2-Positive Metastatic Breast Cancer. Clin cancer Res 19(18): 4911-4916.
- Sabatier R (2014) Gonçalves A Pertuzumab (Perjeta®) approval in HER2-positive metastatic breast cancers. Bulletin du Cancer 101(7-8): 765 771.
- Von Minckwitz G, Huang C-S, Mano MS, et al. (2019) Trastuzumab emtansine for residual inva-sive HER2-positive breast cancer. N Engl J Med 380: 617-628.
- Chau CH, Steeg PS, Figg WD (2019) Antibody-drugconjugates for cancer. Lancet 394(10200): 793-804.
- Trerotola M, Cantanelli P, Guerra E, Tripaldi R, Aloisi AL, et al. (2013) Upregulation of Trop-2 quantitatively stimulates human cancer growth. Oncogene 32(2): 222-233.
- Starodub AN, Ocean AJ, Shah MA et al. (2015) First-in-human trial of a novel anti-Trop-2antibody-SN-38conjugate,sacituzumabgovitecan, for the treatment of diverse meta-static solid tumors. Clin Cancer Res 21: 3870-3878.
- Aschenbrenner Diane S (2020) New Drug Approved for HER2-positive Metastatic Breast Cancer. AJN, American Journal of Nursing 120(4): 23.
- Mathilde Guerin Renaud Sabatier, Anthony Gonçalves (2015) Autorisation de mise sur le marché du trastuzumab emtansine (Kadcyla®) dans les cancers du sein metastatiques HER2-positifsTrastuzumab emtansine (Kadcyla®) approval in HER2-positive metastatic breast cancers. Bulletin du Cancer 102(4): 390-397.
- Dorota Kwapisz (2011) Pembrolizumab and atezolizumab in triple-negative breast cancer. Cancer Immunology, Immunotherapy 70: 607-617.
- Gavas S, Quazi S, Karpinski TM (2021) Nanoparticles for Cancer Therapy: Current Progress and Challenges. Nanoscale Res Lett 16(1): 173.
- Mukwaya G, Forssen EA, Schmidt P, Ross M (1998) DaunoXome® (Liposomal Daunorubicin) for first-line treatment of advanced, HIV-related Kaposi’s Sarcoma. In: Woodle MC, Storm G (eds) Long circulating liposomes: old drugs, new therapeutics. biotechnology intelligence unit. Springer, Berlin, Heidelberg.
- Samadian H, Hosseini-Nami S, Kamrava SK, Ghaznavi H, Shakeri-Zadeh A (2016) Folate-conjugated gold nanoparticle as a new nanoplatform for targeted cancer therapy. J Cancer Res Clin Oncol 142(11): 2217-2229.
- Basoglu H, Goncu B, Akbas F (2018) Magnetic nanoparticle-mediated gene therapy to induce Fas apoptosis pathway in breast cancer. Cancer Gene Ther 25(5–6): 141-147.
- Bagalkot V, Zhang L, Levy-Nissenbaum E, Jon S, Kantoff PW, et al. (2007) Quantum dot-aptamer conjugates for synchronous cancer imaging, therapy, and sensing of drug delivery based on bi-fluorescence resonance energy transfer. Nano Lett 7(10): 3065-3070.
- Barenholz Y (2012) Doxil®--the first FDA-approved nano-drug: lessons learned. J Control Release 160(2): 117-134.
- Jahan S, Karim ME, Chowdhury EH (2021) Nanoparticles Targeting Receptors on Breast Cancer for Efficient Delivery of Chemotherapeutics. Biomedicines 9(2): 114.
- Vines JB, Yoon JH, Ryu NE, Lim DJ, Park H (2019) Gold Nanoparticles for Photothermal Cancer Therapy. Front Chem 7: 167.
- Hamidu A, Pitt WG, Husseini GA (2023) Recent Breakthroughs in Using Quantum Dots for Cancer Imaging and Drug Delivery Purposes. Nanomaterials (Basel) 13(18): 2566.
- Szwed M, Marczak A (2024) Application of Nanoparticles for Magnetic Hyperthermia for Cancer Treatment—The Current State of Knowledge. Cancers 16(6): 1156.
- Zhang J, Misra R (2007) Magnetic drug-targeting carrier encapsulated with thermosensitive smart polymer: core–shell nanoparticle carrier and drug release response. Acta Biomater 3(6): 838-850.
- Hajizadeh F, Moghadaszadeh Ardebili S, Baghi Moornani M, Masjedi A, Atyabi F, et al. (2020) Silencing of HIF-1α/CD73 axis by siRNA-loaded TAT-chitosan-spion nanoparticles robustly blocks cancer cell progression. Eur J Pharmacol 882: 173235.
- Dubey AK, Mostafavi E (2023) Biomaterials-mediated CRISPR/Cas9 delivery: recent challenges and opportunities in gene therapy. Front Chem 11: 1259435.
- https://www.clinicaltrials.gov
- Den Brok WD, et al. (2017) Homologous recombination deficiency in breast cancer: a clinical review. JCO Precis Oncol.
- Steven Coats, Marna Williams, Benjamin Kebble, Rakesh Dixit , Leo Tseng, et al. (2019) Antibody–drug conjugates: future directions in clinical and translational strategies to improve the therapeutic index. Clin Cancer Res 25(18): 5441–5448.
- Hoxhaj G, Manning BD (2020) The PI3K-AKT network at the interface of oncogenic signalling and cancer metabolism. Nat. Rev Cancer 20(2): 77-88.
- Y Bareche, D Venet , M Ignatiadis , P Aftimos , M Piccart, et al. (2018) Unravelling triple-negative breast cancer molecular heterogeneity using an integrative multiomic analysis. Ann Oncol 29(4): 895-902.
- Michael A Gordon, Nicholas C D'Amato, Haihua Gu, Beatrice Babbs, Julia Wulfkuhle, et al. (2017) Synergy between androgen receptor antagonism and inhibition of mTOR and HER2 in breast cancer. Mol Cancer Ther 16: 1389-1400.