Breast cancer is a common cancer, with more than 232,000 individuals diagnosed in the United States each year.1 The disease occurs most frequently in women, but can also occur in men.
The normal breast has 6 to 9 overlapping sections called lobes and within each lobe are several smaller lobules that contain the cells that produce milk. The lobes and lobules are linked by thin tubes called ducts, which lead to the nipple in the center of the breast. The spaces around the lobules and ducts are filled with fat. Lymph vessels carry colorless fluid called lymph, which contains important immune cells. The lymph vessels lead to small bean-shaped structures called lymph nodes. Clusters of lymph nodes are found in the axilla (under the arm), above the collarbone, and in the chest.
A breast cancer begins when healthy cells in the breast change and grow out of control. Most breast cancers start in the ducts or lobes and are called ductal carcinoma or lobular carcinoma. Although breast cancer most commonly spreads to nearby lymph nodes, it can also spread further through the body to areas such as the bones, lungs, liver, and brain. When breast cancer spreads to other parts of the body or when breast cancer cells move to other parts of the body through the blood vessels and/or lymph vessels. This is called metastasis.
As a result of advocacy and advances in scientific knowledge our understanding of breast cancer continues to evolve. In recent years we have witnessed a steady improvement in the early detection of breast cancer, the prevention of breast cancer in high-risk individuals through genetic testing, and improved outcomes of individuals with both early and advanced stage disease. There is indeed much to be optimistic about.1,2
- CancerConnect Newsletter Signup
- Join The CancerConnect Community: Connect with others and receive regular updates
Symptoms & Signs of Breast Cancer
The suspicion of breast cancer often first arises when a lump is detected in the breast during breast examination or a suspicious area is identified during screening mammography. In order to diagnose the cause of the suspicious area or lump in the breast, a physician will perform a biopsy. Other signs and symptoms of breast cancer include:
- Skin Changes with the Breast- skin can feel itchy develop redness in color. With inflammatory breast cancer, swelling and a dimpled look to the skin may occur.
- Swelling- may occur as the cancer grows.
- Nipple Discharge- Any type of fluid that comes from the nipple; yellow, the color of blood.
- Pain- in the breast can be a warning.
Types of Breast Cancer
Cancers of the breast are not all the same. The cells in the breast where a breast cancer begins determines how the cancer behaves and what treatments are most effective. To determine the type of breast cancer you have doctors look at the cells taken from a biopsy under a microscope and further evaluate features of those cells at the molecular level to define your specific breast cancer type which helps determines your treatment.
Breast cancer can begin in the cells lining the milk ducts, the cell in the lobules where milk is produced or rarely in the connective tissue cells made up of fat, muscle, and blood vessels.
Ductal Carcinoma is the most common type of breast cancer and begins in the ducts that carry breast milk from the lobules, where it’s made, to the nipple. Ductal carcinoma can remain within the ducts as a noninvasive cancer (ductal carcinoma in situ), or it can break out of the ducts (invasive ductal carcinoma). Some subtypes of breast cancer are named for the way the cells appear under the microscope. Subtypes include tubular, mucinous, medullary and papillary.
Lobular Carcinoma starts in the lobules of the breast, where breast milk is produced. When it breaks out of the lobules, it’s considered invasive lobular carcinoma.
Connective Tissues. A cancer that begins in the connective tissue is called a sarcoma. Sarcomas in the breast include phyllodes tumor and angiosarcoma and are uncommon.
Hormone Status
Some breast cancer cells express an abundance of receptors for the female hormones estrogen and/or progesterone. These cancers– called hormone receptor-positive –are typically associated with a better prognosis and are treated differently from breast cancers that are hormone receptor-negative. Patients with hormone receptor-positive breast cancer often receive treatment with hormonal therapy, such as tamoxifen or an aromatase inhibitor.
- Estrogen receptor (ER) positive breast cancers have receptors that allow the cells to use the hormone estrogen to grow. Treatment with anti-estrogen hormone (endocrine) therapies can block the growth of the cancer cells.
- Progesterone receptor (PR) positive breast cancers are sensitive to progesterone, and the cells have receptors that allow them to use this hormone to grow. Treatment with endocrine therapy blocks the growth of the cancer cells.
- Hormone receptor negative breast cancers lack both estrogen and progesterone receptors and are not treated with hormone therapy.
- More information, on Endocrine or Hormone Therapy for Breast Cancer.
Genetic makeup of your breast cancer cells personalizes treatment.
Individual DNA changes within cancer cells increasingly determines your treatment options. By analyzing the cancer growth causing genes of cancer cells, doctors can personalize cancer treatment with precision cancer medicines and immunotherapy.
- HER2 gene Cancer cells that have too many copies of the HER2 gene (HER2-positive cancers) produce too much of the growth-promoting protein called HER2. Precision cancer medicines are available to target the HER2 protein, thus slowing the growth and kill these cancer cells.
- Other Biomarkers Researchers are studying ways to interpret the genetic makeup of cancer cells. Doctors hope this information can be used to predict which cancers will spread and may need aggressive treatment and to avoid therapies that provide little or no benefit.
Ductal Carcinoma in situ (DCIS) is an early form of breast cancer. It’s the most common type of noninvasive breast cancer. DCIS is classified as low, intermediate, or high grade. The grade is based on what the cells look like under a microscope. A lower grade means DCIS looks more like normal breast cells. The higher the grade, the more different it looks from normal cells.
Lobular Carcinoma in situ is a condition that is not breast cancer or a pre-cancer. Often, it does not become invasive cancer if it’s not treated. Atypical lobular hyperplasia is also a condition that is not cancer. It’s when there are more cells than usual in your breast’s lobules. The extra cells are abnormal. Both LCIS and ALH raise your risk of getting breast cancer in the future. If you have been diagnosed with either of them, talk with your doctor.
Invasive Ductal Carcinoma (IDC) is the most common type of breast cancer, affecting about 80% of people who are diagnosed. “Invasive” means the cancer is able to spread outside of the milk duct where it started. There are also five main molecular subtypes of invasive breast cancer based on the cancer growth causing genes. The molecular subtype of a breast cancer can affect how the cancer is treated.
Invasive Lobular Carcinoma (ILC) starts in the lobules and spreads to tissue around them. It is the second most common form of breast cancer. About 10% of invasive breast cancers are ILC.
A combination of the tissue, molecular, and genetic characteristics of your breast cancer ultimately defines your type of breast cancer and dictates your treatment options.
ER/PR Positive Breast Cancer
Breast cancer can have receptors for estrogen, progesterone, both, or neither. ER/PR positive cancers can be treated by blocking estrogen and progesterone from their cancer cell growth causing receptors.
HER2 Positive Cancer
One of every 5 breast cancers tests positive for human epidermal growth factor receptor 2 (HER2). The HER2 protein helps control the growth of healthy breast cells. HER2/neu is a gene that acts like an on/off switch to make HER2. In HER2 positive breast cancer there’s either extra copies of the HER2/neu gene, or too much HER2. Precision cancer medicines that target HER2 are used for treatment.
HER2-low breast cancer
HER2-negative cancers make up many kinds of cancers. A lot of them have low levels of the HER2 protein, so they’re called HER2-low breast cancer. About half of all breast cancers are HER2-low. In August 2022 the U.S. Food and Drug Administration approved the first treatment specifically for HER2-low metastatic breast cancer.
Triple Negative Breast Cancer
Around 15% of breast cancers don’t have receptors for estrogen, progesterone, or HER2. These cancers are referred to as “triple negative breast cancers” and cannot be treated with hormone therapy.
Inflammatory Breast Cancer
A rare type of breast cancer accounting for ~ 5% of all breast cancers, inflammatory breast cancer develops rapidly and causes red, swollen, and tender breasts because cancer cells block lymphatic vessels in the skin covering the breast, resulting in a red, swollen appearance.
Phyllodes Tumor of the Breast
These rare tumors grow in the breast’s connective tissue. They’re more common in women who have an inherited condition called Li-Fraumeni syndrome. Only 1 in 4 phyllodes tumors are cancer. The rest are noncancerous (benign).
Angiosarcoma
This cancer grows in the lining of blood vessels and lymph vessels. Angiosarcomas form in the skin, breast, liver, and spleen. They’re most likely to affect people over 70.
Breast Papilloma
A breast papilloma is benign (not cancer) small, wartlike growth in the breast’s milk ducts that may cause a clear or bloody discharge from the nipple. Having 1 papilloma does not raise your breast cancer risk. If you have several of them, you may be at higher risk.
Metaplastic Breast Carcinoma
Metaplastic carcinoma is a mix of two or more kinds of invasive breast cancer cells, usually carcinoma and sarcoma. Metaplastic means cancer that starts in cells that have changed into another kind of cell.
Breast Sarcoma
Breast sarcoma is a very rare form of breast cancer. It does not start in the lobes or ducts. Instead, a tumor can form in the connective or fibrous tissue around them. Only 1 out of every 100 cases of breast cancers are breast sarcoma.
Paget’s Disease
This rare type accounts for less than 5% of all breast cancers in the U.S. It grows in the nipple and the area around it (areola). The skin of your nipple and areola may get scaly, red, and itchy. Most women with Paget’s disease also have ductal or invasive breast cancer.
Metastatic Breast Cancer
Metastatic, advanced breast cancer, or stage 4 breast cancer is invasive cancer that has spread from the breast. It can spread to the skin, lymph nodes, or to other areas, such as the liver, lungs, or bones. Some people have metastatic cancer when they’re first diagnosed. More often, you get advanced breast cancer when the disease comes back somewhere else in the body, even after you had treatment.
Molecular Subtypes of Breast Cancer
Doctors are increasingly using genetic information about breast cancer cells to categorize breast cancers. The molecular subtype of an invasive breast cancer is based on the genes the cancer cells express, which control how the cells behave. Researchers have identified five main molecular subtypes of invasive breast cancer. The molecular subtype of an invasive breast cancer is based on the genes the cancer cells express, which control how the cells behave.
- Luminal A breast cancer is estrogen and progesterone receptor-positive but HER2-negative. They have low levels of the protein Ki-67, which helps control how fast cancer cells grow. Luminal A cancers tend grow more slowly and have a good prognosis.
- Luminal B breast cancer is estrogen receptor-positive and HER2-negative, and also has either high levels of Ki-67 (which indicate faster growth of cancer cells) or is progesterone receptor-negative.
- Luminal B-like breast cancer Luminal B-like breast cancer is estrogen-receptor-positive and HER2-positive and has any level of Ki-67 and may be progesterone receptor-positive or progesterone receptor-negative. Luminal B cancers tend to grow faster than luminal A cancers and have a slightly worse prognosis.
- HER2-positive breast cancer is estrogen receptor-negative and progesterone receptor-negative and HER2-positive. HER2-enriched cancers tend to grow faster than luminal cancers and can have a worse prognosis but can be successfully treated with precision cancer medicines targeting the HER2 protein.
- Triple-negative or basal-like breast cancer is estrogen receptor-negative, progesterone receptor-negative, and HER2-negative. Triple-negative breast cancer is more common in people with a BRCA1 mutation younger women Black women Triple-negative breast cancer is considered more aggressive than either luminal A or luminal B breast cancer.
Genetics is extremely important; women with a family history of breast cancer in a first degree relative (mother, sister, or daughter) have an increased risk of breast cancer and often have inherited genes that increase their risk of developing breast cancer.1,2
Risk Factors for Developing Breast Cancer
- Older age
- A personal history of breast cancer or benign (non-cancer) breast disease
- Family history of breast cancer
- Genetic risk: BRCA1 and BRCA2 genes
- Dense breasts31,32
- Exposure of breast tissue to estrogen made in the body
- Taking hormone therapy for symptoms of menopause
- Prior radiation therapy to the breast or chest
- Obesity
- Drinking alcohol
Diagnosis & Tests for Breast Cancer
If a suspicious or a precancerous lesion is found in the breast, a biopsy and additional tests will be recommended to determine whether invasive cancer exists.
A biopsy can be performed on an outpatient basis. During a biopsy, a physician removes cells for examination in the laboratory to determine whether cancer is present. If the biopsy indicates that cancer is present, additional surgery may be performed after a course of treatment is selected.
When cancer is identified in the biopsy specimen, several other tests should also be performed on the specimen in order to further classify the cancer and determine the optimal treatment strategy. Based on the stage of the cancer and the results of these tests, treatment of breast cancer is personalized for each individual. Precision treatment may involve surgery, radiation therapy, systemic treatment with precision cancer medicines or chemotherapy, and/or hormonal therapy.
Diagnostic Tests that are used to Find Breast Cancer
- Mammogram: An x-ray is taken when the breast is pressed between two plates.
- Ultrasound: A procedure in which high-energy sound waves (ultrasound) are bounced off internal tissues or organs and make echoes. The echoes form a picture of body tissues called a sonogram.
- Magnetic Resonance Imaging (MRI) A procedure that uses a magnet and radio waves to take a very detailed picture of both breasts. There are four types of biopsy used to check for breast cancer:
Types of Biopsies Used to Evaluate Breast Cancer
- Excisional biopsy removes an entire lump of breast tissue.
- Incisional biopsy removes part of a lump or a sample of breast tissue.
- Core biopsy removes tissue using a wide needle.
- Fine Needle Aspiration (FNA) biopsy removes tissue or fluid, using a thin needle.
Initial Staging of Breast Cancer
Stage is a measure of the extent of spread of the cancer. The first step in staging is to evaluate the cancer for “local” spread by assessing for the presence or absence of local axillary (under the arm) lymph node metastases adjacent to the breast. This may be assessed through either sentinel lymph node biopsy or axillary lymph node dissection.
Axillary lymph node dissection involves the removal of many axillary lymph nodes; the procedure can be associated with chronic side effects such as pain, limited shoulder motion, numbness, and swelling.
Sentinel lymph node biopsy involves the removal of only a small number of nodes, or even a single node. If the sentinel lymph nodes are negative (show no evidence of cancer), then no further lymph node surgery is required. Sentinel lymph node biopsy is becoming more widely adopted in the clinical setting for determining whether cancer has spread to the lymph nodes in women with localized breast cancer.
Precision Medicine & Personalized Breast Cancer Care
The purpose of precision cancer medicine is to define the genomic alterations in the cancers DNA that are driving that specific cancer. Breast cancer used to be diagnosed solely by a visual microscopic examination of tumor tissue and patients received the same chemotherapy. Precision cancer medicine utilizes molecular diagnostic & genomic testing, including DNA sequencing, to identify cancer-driving abnormalities in a cancer’s genome. Once a genetic abnormality is identified, a specific targeted therapy can be designed to attack a specific mutation or other cancer-related change in the DNA programming of the cancer cells. Precision cancer medicine uses targeted drugs and immunotherapies engineered to directly attack the cancer cells with specific abnormalities, leaving normal cells largely unharmed. Precision medicines are being developed for the treatment of breast cancer and patients should ask their doctor about whether testing is appropriate.
HER2 status: Twenty to thirty percent of breast cancers over express (make too much of) a protein known as HER2. Over expression of this protein leads to increased growth of cancer cells. Fortunately, the development of treatments that specifically target HER2-positive cells has improved outcomes among women with HER2-positive breast cancer. For this reason, HER2 status should be accurately measured on all breast cancers.1
Multigene Tests to Predict Recurrence: Among women with early-stage breast cancer, the expression, or activity, of certain genes has been linked with the likelihood of cancer recurrence.
- Oncotype DX is a genomic test that predicts risk of recurrence among selected women with early-stage breast cancer, including women with ductal carcinoma in situ (DCIS).23
- Mammaprint helps predict if early stage node negative breast cancer will spread to other parts of the body. If the risk that the cancer will spread is high, chemotherapy may be given to lower the risk.24
Use of these tests may help guide decisions about whether about additional treatment with chemotherapy or radiation therapy is necessary after surgery.
Additional tests are necessary to determine if the cancer has spread beyond the breast to other parts of the body.
- Chest x-ray: is a picture of the bones inside the chest. An x-ray is a type of energy beam that can go through the body and onto film, making a picture of areas inside the body.
- Computed Tomography (CT) Scan: A CT scan is a technique for imaging body tissues and organs, during which X-ray transmissions are converted to detailed images, using a computer to synthesize X-ray data. A CT scan is conducted with a large machine positioned outside the body that can rotate to capture detailed images of the organs and tissues inside the body.
- Magnetic Resonance Imaging (MRI): MRI uses a magnetic field rather than X-rays, and can often distinguish more accurately between healthy and diseased tissue than a CT. An MRI gives a better picture of cancer located near bone than does CT, does not use radiation, and provides pictures from various angles that enable doctors to construct a three-dimensional image of the cancer.
- Positron emission tomography (PET): Positron emission tomography scanning is an advanced technique for imaging body tissues and organs. One characteristic of living tissue is the metabolism of sugar. Prior to a PET scan, a substance containing a type of sugar attached to a radioactive isotope (a molecule that emits radiation) is injected into the patient’s vein. The cancer cells “take up” the sugar and attached isotope, which emits positively charged, low energy radiation (positrons) that create the production of gamma rays that can be detected by the PET machine to produce a picture. If no gamma rays are detected in the scanned area, it is unlikely that the mass in question contains living cancer cells.
- Bone Scan: A test to check if there are cancer cells, in the bone. A very small amount of radioactive material is injected into a vein and travels through the bloodstream. The radioactive material collects in the bones and is detected by a scanner.
Stages of Breast Cancer
Carcinoma In Situ: Approximately 15-20% of breast cancers are very early in their development. These are sometimes referred to as carcinoma in situ and consist of two types: ductal carcinoma in situ (DCIS), which originates in the ducts and lobular carcinoma in situ (LCIS), which originates in the lobules. DCIS is the precursor to invasive cancer and LCIS is a risk factor for developing cancer.
Stage I: Cancer is confined to a single site in the breast, is less than 2 centimeters (3/4 inch) in size and has not spread outside the breast.
Stage IIA: Cancer has spread to involve underarm lymph nodes and is less than 2 centimeters (3/4 inch) in size or the primary cancer itself is 2-5 centimeters (3/4-2 inches) and has not spread to the lymph nodes
Stage IIB: Cancer has spread to involve underarm lymph nodes and/or the primary cancer is greater than 5 centimeters (2 inches) in size and does not involve any lymph nodes.
Stage IIIA: Cancer is smaller than 5 centimeters (2 inches) and has spread to the lymph nodes under the arm or the lymph nodes are attached to each other or to other structures or the primary cancer is larger than 5 centimeters (2 inches) and has spread to the lymph nodes under the arm.
Stage IIIB: Cancer directly involves the chest wall or has spread to internal lymph nodes on the same side of the chest.
Inflammatory: Inflammatory breast cancer is a special class of breast cancer that is rare. The breast looks as if it is inflamed because of its red appearance and warmth. The skin may show signs of ridges and wheals or it may have a pitted appearance. Inflammatory breast cancer tends to spread quickly.
Stage IV – Metastatic Breast Cancer has spread to distant locations in the body, which may include the liver, lungs, bones or other sites.
Local Recurrence of Breast Cancer the breast cancer has progressed or returned (recurred/relapsed) in the breast or chest wall following initial treatment.
References:
- American Cancer Society. Cancer Facts & Figures 2012.
- Boyd N, Guo H, Martin L, et al. Mammographic density and the risk and detection of breast cancer. New England Journal of Medicine. 2007; 356:227-236.
- Hill-Kayser CE, Harris EER, et al. Twenty-year incidence and patterns of contralateral breast cancer after breast conservation treatment with radiation. *International Journal of Radiation Oncology* Biology* Physics*2006;66:1313-1319.
- Ghosh K, Pankratz VS, Reynolds CA et al. Benign breast disease and breast cancer risk in young women. Presented at the San Antonio Breast Cancer Symposium. December 13, 2008. Abstract 62.
- Rossouw JE, Anderson GL, Prentice RL et al. Risks and benefits of estrogen plus progestin in healthy postmenopausal women: principal results from the Women’s Health Initiative randomized controlled trial. JAMA. 2002; 288:321-33.
- Ravdin P, Cronin K, Howlader N, et al. The Decrease in Breast-Cancer Incidence in 2003 in the United States. The New England Journal of Medicine. 2007; 356:1670-1674.
- Zhang SM, Lee IM, Manson JE, Cook NR, Willett WC, Buring JE. Alcohol Consumption and Breast Cancer Risk in the Women’s Health Study. American Journal of Epidemiology 2007;165:667-76.
- Morimoto LM, White E, Chen Z et al. Obesity, Body Size, and Risk of Postmenopausal Breast Cancer: the Women’s Health Initiative (United States). Cancer Causes and Control. 2002;13:741-751.
- Lahmann PH, Hoffmann K, Allen N et al. Body Size and Breast Cancer Risk: Findings from the European Prospective Investigation into Cancer and Nutrition (EPIC). International Journal of Cancer. 2004;111:762-71.
- Eliassen AH, Colditz GA, Rosner B, et al. Adult weight change and risk of postmenopausal breast cancer. Journal of the American Medical Association. 2006;296:193-201.
- John EM, Phipps AI, Knight JA et al. Medical radiation exposure and breast cancer risk: findings from the Breast Cancer Family Registry. International Journal of Cancer [early online publication]. March 19, 2007.
- Palmer JR, Wise LA, Hatch EE et al. Prenatal Diethylstilbestrol Exposure and Risk of Breast Cancer. Cancer Epidemiology Biomarkers and Prevention. 2006;15:1509-1514.
- Dallal CM, Sullivan-Halley J, Ross RK, et al. Long-term recreational physical activity and risk of invasive and in situ breast cancer. Archives of Internal Medicine 2007;408-415.
- Monninkhof EM, Elias, SG, Vlems FA, et al. Physical activity and breast cancer: A systematic review. Epidemiology 2007;18:137-157.
- Michels KB, Mohllajee AP, Roset-Bahmanuar E, Beehler EP, Boysich KB. Diet and Breast Cancer: A review of the prospective observational studies. Cancer Supplement. 2007; 109:2712-2749.
- Breast Cancer—Patient Version
- Scientific Program Committee. Physical activity across the cancer continuum: report of a workshop. Review of existing knowledge and innovative designs for future research. Cancer. 2002;95:1134-1143.
- Collaborative Group on Hormonal Factors in Breast Cancer. Breast cancer and breast feeding: collaborative reanalysis of individual data from 47 epidemiological studies in 30 countries, including 50,302 women with breast cancer and 96,973 women without the disease. Lancet. 2002; 19. Rebbeck TR, Friebel T, Lynch HT et al. Bilateral prophylactic mastectomy reduces breast cancer risk in BRCA1 and BRCA2 mutation carriers: The PROSE study group. J Clin Oncol. 2004;22:1055-1062.
- Rebbeck TR, Lynch HT, Neuhausen SL et al. Prophylactic oophorectomy in carriers of BRCA1 or BRCA2 mutations. N Engl J Med. 2002;346:1616-1622.
- U.S. Preventive Services Task Force. Screening for Breast Cancer: U.S. Preventive Services Task Force Recommendation Statement. Annals of Internal Medicine. 2009;151:716-726.
- American Cancer Society. American Cancer Society responds to changes to USPSTF mammography guidelines. Available at: cancer.org/docroot/MED/content/MED_2_1x_American_Cancer_Society_Responds_to_Changes_to_USPSTF_Mammography_Guidelines.asp?sitearea=MED Accessed November 17, 2009.
- Saslow D, Boetes C, Burke W et al. American Cancer Society Guidelines for Breast Screening with MRI as an Adjunct to Mammography. CA—A Cancer Journal for Clinicians. 2007;57:75-89.
- Mamounas E, Tang G, Bryant J, et al. Association between the 21-gene recurrence score assay (RS) and risk of locoregional failure in node-negative, ER-positive breast cancer: results from NSABP B-14 and NSABP B-20. Proceedings from the 28th annual San Antonio Breast Cancer Symposium. December 8-11, 2005. Abstract # 29.
- Cardoso F, van’t Veer L, Bogaerts J, et al. 70-gene signature as an aid to treatment decisions in early-stage breast cancer. New England Journal of Medicine. 2016;375:717-729. DOI:10.1056/NEJMoa1602253. Available here. Accessed August 29, 2016.
- John EM, Phipps AI, Knight JA et al. Medical radiation exposure and breast cancer risk: findings from the Breast Cancer Family Registry. International Journal of Cancer [early online publication]. March 19, 2007.
- Pijpe A, Andrieu N, Easton DF, et al. Exposure to diagnostic radiation and risk of breast cancer among carriers of BRCA1/2 mutations: retrospective cohort study (GENE-RAD-RISK). British Medical Journal. 2012; 2012;345:e5660.
- Jansen-van der Weide MC, de Bock GH, Greuter MJW et al. Mammography screening and radiation-induced breast cancer among women with a familial or genetic predisposition: a metaanalysis. Presented at the 2009 annual meeting of the Radiological Society of North America. November 29-December 4, 2009, Chicago, IL. Abstract R022-04.
- Narod SA, Lubinski J, Ghadirian P et al. Screening Mammography and Risk of Breast Cancer in BRCA1 and BRCA2 Mutations Carriers: A Case-Control Study. Lancet Oncology. Early Online Publication March 22, 2006.
- Cui Y, Miller A, Rohan T. Cigarette smoking and breast cancer risk: update of a prospective cohort study. Breast Cancer Treatment and Research. 2006; 100:293-299.
- Barlow WE, White E, Ballard-Barbash R et al. Prospective Breast Cancer Risk Prediction Model for Women Undergoing Screening Mammography. Journal of the National Cancer Institute. 2006;98:1204-14.
- Chen J, Pee D, Ayyagari R et al. Projecting Absolute Invasive Breast Cancer Risk in White Women with a Model that Includes Mammographic Density. Journal of the National Cancer Institute. 2006;98:1215-26.
- Kerlikowske K, Cook AJ, Buist DSM, et al. Breast cancer risk by breast density, menopause, and postmenopausal hormone therapy use. Journal of Clinical Oncology [published early online]. July 19, 2010.
- Journal of the National Cancer Institute, Vol 90, No 18, pp 1371-1388, 1998.
- Chlebowski RT, Manson JE, Anderson GL, et al. Estrogen plus progestin and breast cancer incidence and mortality in the Women’s Health Initiative Observational Study. Journal of the National Cancer Institute. 2013; 105 (8): 526-535.





