Prognostic scores for brain metastasis patients.
Abstract
Brain metastases (BM) are most common intracranial tumors in adults. Recently, significant progress has been shown in diagnosing, prognosis, and treating patients with BM of various malignant tumors. The treatment decisions must be based on the disease prognosis and include radiation therapy, surgery, systemic antitumor therapy, or a combination thereof. Systemic therapy capable of preventing BM or which affects both intracranial and extracranial disease is of paramount importance in the treatment of BM patients. The purpose of this chapter is to consider important prognostic factors that can determine treatment decisions, review the role of blood–brain barrier (BBB), and systemic anticancer treatment to manage BM from solid tumors.
Keywords
- brain metastases
- solid tumors
- prognostic scores
- blood–brain barrier
- systemic anticancer treatment
1. Introduction
Brain tumors constitute for 85–90% of all tumors of the central nervous system (CNS) [1]. Brain metastases (BM) are ten times more prevalent than primary tumors of the central nervous system (CNS) and are diagnosed in 10–20% of all cancer patients. The frequency of detection of BM is steadily increasing, which can be explained by such causes. First, this may be due to the increased availability and improvement of diagnostic methods for brain tumors. Second, the use of screening brain examinations of patients with tumors has a high incidence of the CNS metastases. Third, the improved effectiveness of anticancer treatment leads to increased overall survival rates of patients and increased risk of developing BM [2]. All malignant tumors have the potential to provide distant metastasis to the brain. Approximately 75% of all cases of brain metastases are due to patients with lung cancer (40–50%), breast cancer (15–25%), and melanoma (5–20%) [1]. Among the remaining 25%, BM is more predominant in patients with renal cell cancer (4–17%) and gastrointestinal cancer (0.6–3%) [3, 4]. At autopsy, BM are found to be 1.5–3 times more frequent and are detected in more than 65% of patients with lung cancer, 30–40% of patients with malignant melanoma (MM), and 30% of patients with breast cancer (BC). About 85% of metastatic lesions are located in the brain hemispheres, 15% in the cerebellum, and 5% in the brain stem [5].
The aim of this review is to consider important prognostic factors that can determine the treatment decisions and to review the role of blood–brain barrier (BBB) and systemic anticancer treatment (SAT) to manage BM from solid tumors.
2. Determination of prognosis of patients with brain metastases
The BM patients have significantly worsened the prognosis because the median overall survival (OS) in BM cases varies from 2.79 to 25.3 months. The disease prognosis depends on a number of factors that must be taken into account when determining the treatment algorithm of patients with BM. Table 1 presents prognostic scales assessment of the prognosis in patients with cerebral metastases [6].
Prognostic factors | RPA | Rotterdam score | SIR | BSBM | GPA | DS-GPA |
---|---|---|---|---|---|---|
Age | + | — | + | — | + | + |
Performance status | KPS | ECOG | KPS | KPS | KPS | KPS |
Extracranial metastases | + | + | + | + | + | + |
Control of primary tumor | + | — | + | + | — | — |
Number of BM | — | — | + | — | + | + |
Volume of BM | — | — | + | — | — | — |
Response to steroids | — | + | — | — | — | — |
Number of classes | 3 | 3 | 3 | 4 | 4 | 4 |
Table 1presents the assessment scales of the overall survival prognosis of brain metastases patients have a number of limitations who restrict their use in routine clinical practice and clinical trials. The Recursive partitioning analysis (RPA) scale can be used only if the patient is shown to be carrying out the whole brain radiotherapy (WBRT). RPA cannot be used on patients who underwent palliative surgery, stereotactic radiosurgery (SRS), and/or systemic anticancer therapy, but this treatment option has significant effect on BM patient’s survival. Another limiting factor of the RPA score system is that it does not take into account the size and number of BM. The drawbacks of the Rotterdam score system are the lack of consideration of the patient’s age, number, and size of BM. The most complete predictive system is the Score Index for Radiosurgery (SIR) scale, but it has not been widely used in clinical practice since it does not take into account systemic influence to disease. The Basic Score for Brain Metastases (BSBM) scale is an analogue of RPA scale and takes into account the impact of SRS on the survival of BM patients, but it does not take into account the patient’s age and the effectiveness of systemic drug therapy. In 2007, the Graded Prognostic Assessment (GPA) scoring system was proposed, which took into account four factors: age, Karnofsky performance status (KPS), availability of extracranial metastases, and the number of BM. A number of studies have proved the prognostic significance of these indicators, and the GPA scale is recognized as the most objective and most commonly used scoring system for survival prognosis of BM patients. However, GPA system does not consider the influence of primary tumor type for prognosis of BM, which has different sensitivity to the drug and radiation therapy. To account the influence of the prognostic value of the histological and molecular type of the primary tumor, a Disease Specific Graded Prognostic Assessment (DS-GPA) system was developed. Table 2 presents the factors and prognosis of overall survival rates of patients with BM from lung cancer, MM, BC, renal cell (RCC), and gastrointestinal cancer (GI) [7].
Prognostic factor | GPA scale score | Total score | Median of overall survival, months (95% СІ) | |||||
---|---|---|---|---|---|---|---|---|
0 | 0.5 | 1.0 | — | — | ||||
Age (years) | >60 | 50–60 | < 50 | — | — | NSCLC | SCLC | |
KPS | <70 | 70–80 | 90–100 | — | — | 0–1 | 3.02 (2.63–3.84) | 2.79 (1.83–3.12) |
Extracranial metastases | Yes | n/a | No | — | — | 1.5–2.0 | 5.49 (4.83–6.40) | 4.90 (4.04–6.51) |
— | — | 2.5–3.0 | 9.43 (8.38–10.80) | 7.67 (6.27–9.13) | ||||
Number of BM | > 3 | 2–3 | 1 | — | — | 3.5–4.0 | 14.78 (11.80–18.80) | 17.05 (4.70–27.43) |
Prognostic factor | GPA scale score | Total score | Median of overall survival, months (95% СІ) | |||||
0 | 1.0 | 2.0 | — | — | ||||
KPS | <70 | 70–80 | 90–100 | — | — | 0–1 | 3.38 (2.53–4.27) | |
Number of BM | >3 | 2–3 | 1 | — | — | 1.5–2.0 | 4.7 (4.07–5.39) | |
2.5–3.0 | 8.77 (6.74–10.77) | |||||||
3.5–4.0 | 13.23 (9.13–15.64) | |||||||
Prognostic factor | GPA scale score | Total score | Median of overall survival, months (95% СІ) | |||||
0 | 0.5 | 1.0 | 1.5 | 2.0 | ||||
Age (years) | ≥ 60 | < 60 | — | — | — | 0–1 | 3.35 (3.13–3.78) | |
KPS | ≤ 50 | 60 | 70–80 | 90–100 | — | 1.5–2.0 | 7.70 (5.62–8.74) | |
Molecular type | Triple negative | — | Lum A | HER2-type | Lum В | 2.5–3.0 | 15.07 (12.94–15.87) | |
3.5–4.0 | 25.30 (23.10–26.51) | |||||||
Prognostic factor | GPA scale score | Total score | Median of overall survival, months (95% СІ) | |||||
0 | 1.0 | 2.0 | — | — | ||||
KPS | <70 | 70–80 | 90–100 | 0–1 | 3.27 (2.04–5.10) | |||
Number of BM | >3 | 2–3 | 1 | 1.5–2.0 | 7.29 (3.73–10.91) | |||
2.5–3.0 | 11.27 (8.80–14.80) | |||||||
3.5–4.0 | 14.77 (9.73–19.79) | |||||||
Prognostic factor | GPA scale score | Total score | Median of overall survival, months (95% СІ) | |||||
0 | 1.0 | 2.0 | 3.0 | 4.0 | ||||
KPS | < 70 | 70 | 80 | 90 | 100 | 0–1 | 3.13 (2.37–4.57) | |
1.5–2.0 | 4.40 (3.37–6.53) | |||||||
2.5–3.0 | 6.87 (4.86–11.63) | |||||||
3.5–4.0 | 13.54 (9.76–27.12) |
Prognostic scores are very important to take decisions on the most appropriate treatment options for patients with BM in each case. The need for palliative treatment for patients with poor prognosis is controversial, but patients with good prognosis must receive multidisciplinary palliative therapy to increase overall survival rates [8]. Moreover, prognostic score systems can be used to increase the applicability, objectivity, and validity of the clinical trial results that investigate the effectiveness of treatment in patients with BM from various malignant tumors.
3. Role of the blood-brain barrier in the formation of brain metastases
The blood-brain barrier (BBB) plays a prominent role in the brain colonization by malignant tumor cells and determines the effectiveness of drug therapy. BBB is a natural obstacle for the penetration of malignant tumor cells within the brain parenchyma. Endothelial cells of brain vessels serve as a mechanical barrier, and astrocytes and microglia are capable of destroying tumor cells. However, after brain colonization, the cerebral endothelial cells, astrocytes, and microglia provide crucial support in the growth and proliferation of tumor cells, and BBB protects cancer cells from influencing the immune system and most anticancer drugs [9].
The penetration of the BBB depends on its functional condition, as well as on the morphological, molecular, and genetic characteristics of tumor cells, that may explain the opportunity of some malignant cells to easily overcome this highly selective barrier relatively. For example, the compound density reduction of the cerebral endothelial cells, which increase the permeability of BBB, was detected in severe CNS diseases such as Alzheimer’s disease, multiple sclerosis, and primary and metastatic brain tumors [10]. The expression CDH2 (N-cadherin), KIFC1, and FALZ genes in a primary tumor in lung cancer patients with BM determine the high cerebral metastatic potential of lung cancer cells. The CDH2 gene encoded N-cadherin (cadherin-2 or neural cadherin (NCAD)) is involved in tumor progression, such as migration and invasion of tumor cells, including in the CNS. Also, in non-small cell lung cancer, patients’ expression of DCUN1D1 squamous cell carcinoma-associated oncogene may promote the tumor cell migration through the BBB and development of BM. High KLF6-SV1 expression in prostate cancer cells associated with poor patient’s survival predict a high risk of lymph nodes, brain, and bones metastasis [11]. Several factors have been identified in breast cancer cells that promote the BC cell migration through the BBB, such as cyclooxygenase-2 (COX2), heparin-binding epidermal growth factor-like growth factor (HB-EGF), and ST6GALNAC5 ((alpha-N-acetyl-neuraminyl-2,3-beta-galactosyl-1,3)-N-acetylgalactosaminide-alpha-2,6-sialyltransferase 5 ST6). The ST6GALNAC5 gene expression is recognized as a tumor cells BBB migration specific marker because COX2 and HB-EGF are associated with the brain and lung metastases. In vitro studies of melanoma cells were shown to increase the BBB permeability by reduce transendothelial electrical resistance of endothelial cells. Expression of melanotransferrin (MELTF, CD228, MAP97, MTF1, MTf, MFI2) and signal transducer and transcriptional activator 3 (STAT3) can serve as potential markers of cerebral metastases in patients with melanoma. The availability of MELTF on the melanoma cell membrane determines their ability to penetrate through the BBB. High levels of STAT3 in melanoma BM compared to primary tumor cells indicate a relationship between STAT3 expression and tumor cell migration to the brain [9]. Thus, the identification of tumor cells specific markers of penetration through the BBB can be a basis for the development of specific methods for the prevention of BM. The main factor of the BM treatment resistance is BBB efflux transporters which prevent the drug’s penetration into the brain parenchyma. Table 3 shows the main drug efflux transporters of the BBB and their substrates and inhibitors [12].
Efflux transporter | Substrates | Inhibitors |
---|---|---|
P-glycoprotein | Doxorubicin, daunorubicin, docetaxel, paclitaxel, epirubicin, idarubicin, vinblastine, vincristine, etoposide | Verapamil, cyclosporine A, quinidine, valspodar, elacridar, biricodar, zosuquidar, tariquidar |
MRP1 | Etoposide, teniposide, daunorubicin, doxorubicin, epirubicin, melphalan, vincristine, vinblastine | Probenecid, sulfinpyrazone, MK-571, cyclosporin A, verapamil, valspodar |
MRP2 | Probenecid, MK-571, leukotriene C4 | |
MRP3 | Sulfinpyrazone, indomethacin, probenecid | |
MRP4 | Methotrexate, 6-mercaptopurine, thioguanine | Probenecid |
MRP5 | 6-Mercaptopurine, thioguanine | Probenecid, sildenafil |
MRP6 | Actinomycin D, cisplatin, daunorubicin, doxorubicin, etoposide | Probenecid, indomethacin |
BCRP | Mitoxantrone, methotrexate, SN-38, topotecan, imatinib, erlotinib, gefitinib | Elacridar, fumitremorgin C |
The structure of BBB in brain metastatic tumors has some features. In contrast to the normal cerebral vascular network, the brain metastases have an increased perivascular space, number, and activity of pinocytotic vacuoles in endothelial cells; these features are more typical for tumor vessels than for the CNS vessels. Thus, metastatic tumor BBB is more permeable than in the normal CNS parenchyma and is more likely to be a capillary barrier than a performed BBB [7].
3.1. Influence of radiation therapy on the BBB permeability
Brain radiotherapy is the standard of palliative care as per the guidelines of clinical practice for patients with BM. In several in vivo studies in rats after brain radiation were such changes observed: dilation and thickening of the blood vessel wall, increase of endothelial cell nuclei, astrocyte hypertrophy, and 60% decrease the P- glycoprotein concentration [7]. These changes in the brain of rats were a prerequisite for a hypothesis about influence of radiation to the BBB permeability and increase in the clinical effectiveness of chemotherapy in patients with BM, because radiation could raise the penetration of anticancer drugs into the brain parenchyma. Murrell D.H., et al. (2016) did not found changes in BBB permeability at the 1st and 11th days after radiation in mice after WBRT therapeutically relevant doses to human equivalent doses. The results of clinical studies have not revealed an increase in clinical effectiveness in the concurrent use of radiation and chemotherapy [16]. The BBB permeability modification under the influence of radiation on the BM at the moment is controversial and needs further study.
3.2. Increasing of drug’s penetrations through the BBB
The ideal compound to treat BM must have the following physicochemical properties such as low molecular weight, lipophilicity, and absence of ionization at physiological pH. Physicochemical properties of most anticancer drugs not match the above specifications, that limit BBB permeability of drugs, and was a basis for developing ways to deliver drugs to the brain. There are several ways to improve the delivery of substances to the central nervous system, for example, the BBB opening under conditions of temporary osmotic shock, the use of chemical vectors (transporters), increasing the dose and the frequency of drug administration, the use of implants from biodegradable materials, and so on. All methods of increasing drug delivery to the CNS can be attributed to one or more of the three main approaches: change in the chemical structure and/or physicochemical properties, and/or drug dose (concentration), increasing the BBB permeability, and using alternative routes of administration. The low efficiency of most approaches, with the need for performing technically complex manipulations that are accompanied by pronounced side effects and complications, limits their use in everyday clinical practice [17].
The most available methods for improving the drug delivery to BM in routine clinical practice are the use of nanoparticles and efflux transporters inhibitors (Table 3). Application of nanoparticles for targeted drug delivery has several advantages: overcoming chemoresistance, increasing the drug bioavailability and specificity, dose reduction without loss of efficacy, and reduction in adverse reactions. The clinical studies performed on the effectiveness of the nanoparticle application with anticancer drugs served as a basis for the use of these drugs as standard therapy for BM patients. Table 4 shows chemotherapeutic drugs with nanoparticles, the use of which has been approved by the US Food and Drug Administration (FDA) for the treatment BM patients [18].
Name | Description | Indication |
---|---|---|
DaunoXome | Liposomal daunorubicin | First-line therapy against advanced Kaposi’s sarcoma associated with HIV |
DepoCyt | Liposomal cytarabine | Lymphomatous meningitis |
Oncaspar | L-asparaginase conjugated with monomethoxypolyethylene glycol (mPEG) | Acute lymphoblastic leukemia |
Abraxane | Albumin-bound paclitaxel nanospheres | Pancreatic cancer, NSCLC, breast cancer |
Myocet | Liposomal doxorubicin | Breast cancer |
Marqibo | Liposomal vincristine | Acute lymphoblastic leukemia |
Genexol | Paclitaxel-loaded polymeric micelle | Breast cancer, NSCLC, ovarian cancer |
Onivyde | Liposomal irinotecan | Pancreatic cancer |
The clinical trial results of the efficacy of anticancer nanomedicines and efflux transporter inhibitors in BM patients are encouraging, but further trials are needed to study biodistribution, pharmacokinetics, toxicity, and side effects for inclusion of this drug practice guidelines for the management of CNS tumors.
4. Decision-making of palliative care options of BM patients
The decision-making of BM patient’s treatment must rely on some factors such as: the patient Karnofsky performance status; the number, size, and location of BM; the primary tumor type; and the presence and control of extracranial metastases. Table 5 presents palliative treatment options of BM patients depending on the set of predictive factors listed above [7].
Type of palliative treatment | Indications |
---|---|
Systemic anticancer therapy | - BM from systemic anticancer therapy-sensitive primary tumor; - Asymptomatic BM, detected during planning of systemic anticancer therapy; - BM from PT with identified molecular alteration amenable to targeted therapy; - Poor effect of other treatment options in case presence of potentially effective systemic anticancer agents. |
Whole brain radiotherapy | - Multiple MGM (> 3–10), especially if the primary tumor is sensitive to radiation therapy; - Large (4 cm) BM; - After surgical resection of a dominant large metastatic tumor and the presence of multiple BM (> 3–10); - BM disease progression during systemic drug therapy; - Salvage therapy for recurrent BM after SRS or WBRT failure. |
SRS | - Oligo-BM or multi-BM (≤3), especially if primary tumor is known to be radiotherapy resistant; - After surgical resection of a single BM if it diameter > 3 cm and/or BM localized in the posterior cranial fossa; - Local recurrence after surgical resection of a single BM; - Salvage therapy for recurrent oligo-BM or multi-BM (≤ 3) after WBRT failure. |
Surgical resection | - BM localized (or most of it) in the brain critical structures (eyes, optical tracts, brainstem, etc.); - Oligo-BM (1–2), especially when associated with extensive brain swelling; - If morphological examination of CNS lesions is necessary. |
Supportive care alone | - Systemic disease progression after several types of palliative therapy in patients with poor performance status. |
According to
5. Systemic anticancer therapy for BM patients
The evidence of the effectiveness of systemic anticancer therapy in patients with BM is contradictory. Nevertheless, SAСT may be an effective treatment option for patients with BM, because it prolongs overall survival, especially in patients with metastatic lesions in other organs, since the progression of extracranial metastases is a common cause of death of most patients [20]. The BBB is a natural barrier for most anticancer drugs, and it is the primary mechanism responsible for BM resistance to systemic therapy. Several retrospective clinical studies determined that the chemotherapy was effective in 4–38% of patients with BM having various solid tumors [21]. Results are found to be limited on randomized trials on the effectiveness of anticancer drugs, which hinder the development of a generally accepted strategy for effective SACT of BM, especially in patients without extracranial metastases and/or progression after BM local therapy (surgery, radiotherapy). Table 6 presents the effectiveness of chemotherapy in patients with brain metastases from NSCLC, melanoma, and breast cancer.
Chemotherapy regimen | Primary tumor type | Number of patients | Response rate | Median overall survival (months) |
---|---|---|---|---|
Cisplatin + etoposide | NSCLC, breast cancer, melanoma | Total 107 (100%): NSCLC–43(40%), BC–56 (52%), MM–8 (8%) |
Total 34 (32%): NSCLC–13 (30%), BC–21 (37.5%), MM–0 |
NSCLC–7.5 (0–91,5+), BC–7.2 (0–67), MM–4.0 (0,5–11.2) |
Etirinotecan pegol | BC | 32 | 5 (15.6%) | All molecular types - 10 (7,8–15.7); Triple negative – 7,6; Lum A and В–12.2; HER2-type–16.1. |
Temozolomide | NSCLC, breast cancer, melanoma | Total 157 (100%): NSCLC–53(34%), BC–51 (32%), MM–53 (34%) |
Total 10 (6%): NSCLC–3 (6%), BC–2 (4%), MM–5 (9%) |
NSCLC–5.7; BC–n/a, MM–3.3. |
Gemcitabine + carboplatin | NSCLC | 66 | 56 (29%) | 7.6 (6.3–10.1) |
Gemcitabine + paclitaxel | 64 | 8.2 (4.6–10.5) | ||
Carboplatin + paclitaxel | 64 | 7.7 (6.1–10.2) | ||
Cisplatin + gemcitabine | BC | 30 | 16 (53.3%) | 10 |
18 | All molecular types: 6 (33.4%); Triple negative: 66.6%, Lum A and В: 25%, HER2-type: 12.5% |
Median PFS: All molecular types – 5.6 (2.4–8.8); Triple negative – 7.4 (2.4–12.3); Luml A and В: −3.6; HER2-type: 5. |
||
Carmustine + methotrexate | BC | 48 | 11 (23%) | All molecular types: 6.9 (4.2–10.7); Her2/neu: overexpression/amplification ( Her2/neu-negative: 5.9 (3,9–8.2). |
Pemetrexed | NSCLC | 39 | 15 (38.4%) | 10 |
Pemetrexed + cisplatin | NSCLC | 43 | 18 (41.9%) | 7.4 (5.8–9.6) |
Capecitabine + lapatinib | BC with Her2/neu: overexpression/amplification | 799 | 29.2% (18.5–42.7) | 11.2 (8.9–14.1) |
In a study performed by Franciosi et al. (1999), 107 patients with BM received a combination of cisplatin 100 mg/m2 (IV day 1) + etoposide 100 mg/m2 (IV on days 1, 3, and 5 or on days 4, 6, and 8) every 21 days, was continued to a maximum of 6 cycles. The distribution according to the primary tumor site was non-small cell lung cancer in 43 (40%) patients, breast cancer in 56 patients (52%), and malignant melanoma in 8 (8%). Among the 107 patients with BM, 7 BC patients achieved complete response (CR) (13%), 3 NSCLC patients achieved CR (7%), and none of the 8 MM patients achieved an objective response. The objective response rate (ORR) of the chemotherapy (CR + partial response (PR)) was recorded in 37.5% of patients with BC and in 30% of patients with NSCLC. The median survival was 7.5 months (range 0–91.5+ months) for patients with NSCLC, 7.2 months (range 0–67 months) for patients with BC, and 4.0 months (range 0.5–11.2 months) for patients with MM. This chemotherapy regime is effective for patients with BM from BC and NSCLC [22].
In open-label, multicentre, randomised phase 3 study (BEACON; BrEAst Cancer Outcomes with NKTR-102), was study the effectiveness of etirinotecan pegol 145 mg/m² (IV day 1 every 3 weeks) monotherapy in 32 BC patients with BM previously treated with an anthracyclines, a taxanes, and capecitabine. In this study, there were no recorded cases of CR, partial response was detected only in 5 (15.6%), and 14 (43.8%) patients had disease progression. With a median follow-up of 21.1 months, the progression-free survival (PFS) for 32 patients was 3.1 months (range 1.8–4.0 months), and the median OS 10 months (range 7.8–15.7 months). The efficacy of etirinotecan pegol in BM patients depended on the BC molecular type and median OS was: 16.1 months in HER2-type, 12.2 months in luminal A and B types, and 7.6 months in patients with triple negative BC. The results of the BEACON study recommend the etirinotecan pegol for treatment in BM patients with HER2-type and luminal breast cancer types [23].
Siena and co-workers (2010) reported on a nonrandomized multicenter phase II study of 157 patients with cerebral metastases of NSCLC 53 (34%), BC 51 (32%), and melanoma 53 (34%) who received temozolomide 150 mg/m2 per day (oral administration for 1–7 and 15–21 days every 28 or 35 days). The BM complete response was recorded in one (<1%) patient with NSCLC. Among 157 patients, 9 (6%) had PR, and stabilization of disease (SD) was detected in 31 (20%) of 157 patients. The PFS was 66, 58, and 56 days for NSCLC, breast cancer, and melanoma BM patients, respectively. The median OS for patients with NSCLC was 172 days, melanoma was 100 days, and was not applicable in the breast cancer group. The results of this study indicate a low effectiveness of high dose-dense temozolomide regimen for the treatment of brain metastases from NSCLC, BC, and melanoma [24].
At randomized phase 3 clinical trial comparing 3 chemotherapy regimens in 194 patients with clinically stable BM from NSCLC, all patients were randomized into 3 groups: group 1 (
Two studies evaluated the efficacy of BM patients from BC treatment with cisplatin + gemcitabine chemotherapy regimen. Naskhletashvili and colleagues reported results of treatment in 30 patients with BC brain metastases who received cisplatin 50 mg/m2 (on days 1 and 8) + gemcitabine 1000 mg/m2 (on days 1 and 8) IV every 3–4 weeks. ORR for chemotherapy was recorded in 6 (53.3%) patients, and the median OS was 10 months [26]. Similar results were obtained by Erten et al. [27]. In this study, 18 BC patients with BM who were treated with cisplatin 30 mg/m2 (on days 1 and 8) + gemcitabine 1000 mg/m2 (on days 1 and 8) IV every 21 days. The ORR depended on the primary tumor molecular type and was 33.4% for all BC molecular types, 66.6% for triple-negative BC, 25% for luminal types, and 12.5% for patients with HER2- type. The overall survival rates of these study patients have not been reported. Median PFS also depended on the type of breast cancer and was greatest in patients with triple-negative breast cancer at 7.4 months (range 2.4–12.3 months); in patients with HER2-type at 5 months, with luminal types at 3.6 and 5.6 months (range 2.6–8.8 months) for all breast cancer molecular types [27].
Jacot and co-workers reported on 48 breast cancer patients treated with carmustine 100 mg/m2 (on day 1) + methotrexate 600 mg/m2 (on days 1 and 15) IV of a 28-day cycle. Patients with Her2/neu overexpression and/or amplification received trastuzumab 4 mg/kg (on days 1 and 15) IV during each cycle of chemotherapy. The ORR was detected in 11 (23%) patients. The PFS was 4.2 months (range 2.8–5.3 months), and the median OS at 6.9 months (range 4.2–10.7 months) for all BC molecular type. The median OS was different in patients with the Her2/neu overexpression and/or amplification tumors (14.1 months) and without Her2/neu overexpression and/or amplification BC (5.9 months) [28].
The efficacy of pemetrexed in NSCLC patients with BM was evaluated in several studies. Bearz et al. (2009) reported about clinically significant efficacy monotherapy of pemetrexed 500 mg/m2 IV (on day 1) every 3 weeks as a 2- or 3-line chemotherapy. ORR was detected in 15 (38.4%) from 39 patients with BM from NSCLC, and median OS was 10 months. Barlesi et al. (2011) evaluated the efficacy of the regimen pemetrexed 500 mg/m2 + cisplatin 75 mg/m2 (IV on day 1) every 3 weeks for 6 cycles. The ORR was recorded in 18 (41.9%) of 43 patients with BM from NSCLC, and the median OS was 7.4 months (range 5.8–9.6 months). The concurrent administration of WBRT with chemotherapy pemetrexed + cisplatin significantly increases the treatment effectiveness according to the results obtained by Dinglin et al. (2013). The ORR of the pemetrexed + cisplatin + WBRT regimen was detected in 28 (68.3%) of 41 NSCLC patients with BM, and median OS was 12.6 months [29].
The efficacy of combination capecitabine and lapatinib for the treatment of Her2/neu overexpression on BC patients with BM has been investigated in several studies. A systematic review and meta-analysis of 12 studies, for total 799 patients with BM from Her2/neu-positive breast cancer, was show revealed ORR was 21.4% (range 11.7-35.9). After excluding from the analysis patients who received lapatinib alone, the ORR was 29.2% (range 18.5–42.7). The median OS of patients with BM from Her2/neu-positive BC was 11.2 months (range 8.9–14.1 months), and PFS was 4.1 months (range 3.1–6.7 months) [30].
The targeted therapies and immunotherapies that have the significant efficacy for treatment on patients with BM from various malignant tumors are presented in Table 7.
Name | Primary tumor type | Number of patients | Response rate | Median overall survival (months) |
---|---|---|---|---|
Gefitinib | NSCLC | 41 | 36 (87.8%) | 21.9 (18.5–30.3) |
Erlotinib | 63 | n/a | 26 | |
Vemurafenib | MM | cohort 1–90 cohort 2–56 |
16 (18%) 10 (18%) |
8.9 (0.6–34.5) 9.6 (0.7–34.3) |
Dabrafenib | cohort 1–89 cohort 2–83 |
cohort 1 V600E–39% V600 K–31% cohort 2 V600E–7% V600 K–22% |
cohort 1 V600E–7.6; V600K–3.7; cohort 2 V600E–7.2; V600 K–5.0; |
|
Crizotinib | NSCLC | 20 | 3 (15%) | 10.3 |
Ceritinib | NSCLC | 124 (ASCEND-1) | 10* (36%) | n/a |
140 (ASCEND-2) | 54 (38.6%) | n/a | ||
50 (ASCEND-3) | 29 (58%) | n/a | ||
Alectinib | NSCLC | 136 (100%) 50* (37%) 86** (63%) |
32* (64%) 37** (43%) |
n/a |
Bevacizumab + carboplatin + paclitaxel | 67 | 42 (62.7%) | 16 | |
Trastuzumab | BC | 56 | n/a | 10.5 (8.3–17.7) |
Lapatinib | 30 | n/a | 21.4 (12.5–27.1) | |
Trastuzumab + lapatinib | 28 | n/a | 25.9 (18.5–30.1) | |
Ipilimumab | MM | cohort А–51 cohort В–21 |
cohort А 9 (18%) cohort В 1 (5%) |
cohort А 7 (4.1–10.8) cohort В 3.7 (1.6–7.3) |
Ipilimumab + fotemustine | MM | 20 | 1 (5%) | 12.7 (2.7–22.7) |
Pembrolizumab | NSCLC, MM | 18 18 |
6 (33%) 4 (22%) |
7.7 n/a |
Iuchi et al. [31] reported on 41 patients with BM from epidermal growth factor receptors (EGFR) mutant lung adenocarcinoma treated with gefitinib. Patients were assigned gefitinib 250 mg/day until the disease progression or development of unacceptable toxicity. The ORR was 87.8%, and the median OS and PFR were 21.9 months (range 18.5–30.3 months) 14.5 months (range 10.2–18.3 months), respectively [31].
Gerber and associates [32] presented the results of treatment on 110 patients with BM EGFR-mutated lung adenocarcinoma. Depending on the treatment regimen, all patients were divided into 3 groups: group 1 (
An open-label, single-arm, phase 2, multicenter study was performed to investigate the efficacy of vemurafenib in 146 patients with BM from BRAFV600-mutated melanoma. Patients were divided into two cohorts: cohort 1 (
An open-label, phase 2, multicenter study (BREAK-MB) was evaluated to observe the effectiveness of oral administration of dabrafenib 150 mg twice daily in 172 patients with brain parenchyma metastases from melanoma with a mutation of BRAF V600E (139 patients) and V600E (33 patients). Patients were divided into two cohorts: cohort 1 (
The efficacy of ceritinib for the treatment of BM in patients with ALK-positive NSCLC was evaluated in the ASCEND-1, ASCEND-2, and ASCEND-3 trials. In the ASCEND-1 study, 124 patients with ALK-positive NSCLC were diagnosed with BM, 98 of the 124 patients had previously received ALK (crizotinib) inhibitor therapy prior to progression, and 26 patients without previously ALK inhibitors treatment. Only 14 patients (10 patients had received crizotinib before and 4 had not received ALK inhibitors before) had investigator-assessed brain lesions selected as target lesions at baseline. In seven of them (four patients after previous therapy with ALK inhibitors and three without previous therapy) was detected PR and in three patients discovered SD (all after previous crizotinib therapy). The PFS was 6.9 months (range 5.4–8.4 months) for all patients or 6.7 months (range 4.9–8.4 months) for patients previously treated with ALK inhibitors and 8.3 months (range 4.6–not applicable) for patients who have not previously received ALK inhibitors [36] .
Crino and co-workers [37] reported a single-arm, open-label, multicenter, phase 2 study of ceritinib in a heavily pretreated patient population with ALK
In ASCEND-3 trial, efficacy of ceritinib was investigated in 124 ALK-positive NSCLC patients who had not previously received therapy with ALK inhibitors. Among 124 patients included in this study, 50 patients (40%) had BM, and radiation was performed on 27 (54%) patients for brain metastatic lesions. The median PFS was 10.8 months (range 7.3–not available), and ORR was detected in 27 (54%) patients [38].
Gadgeel and assistants analyzed the results of two studies (NP28761 and NP28673) to investigate the efficacy and safety of the use of alectinib for treating patients with BM from ALK-positive NSCLC with disease progression after previous treatment with crizotinib. Measurable target brain lesions were detected in 50 (37%) patients and in 86 (63%)—without measurable target brain lesions. The disease control rate (DCR) was detected in 32 (64%) patients with measurable target brain lesions (PR = 22%) and in 37 (43%) patients without measurable target brain lesions (PR = 27%). In patients who underwent radiation therapy of BM (
At phase II prospective, noncomparative BRAIN study investigated efficacy and safety of combination bevacizumab (15 mg/kg) + carboplatin (AUC 6) + paclitaxel (200 mg/m2) IV every 3 weeks as the first line of treatment of non-squamous NSCLC patients (
In the retrospective multicenter study, Yap and co-workers [41] evaluated the efficacy of anti-Her2/neu therapy in patients with BM from Her2/neu overexpression BC. Among 280 patients with BM Her2/neu-positive BC, 260 (92.9%) patients underwent radiation therapy, 160 (57.1%) patients underwent chemotherapy, and 114 (40.7%) anti-Her2/neu therapy. Of the 114 patients receiving anti-Her2/neu therapy, 56 (49.1%) patients receive trastuzumab, 30 (26.3%)—lapatinib and 28 (24.6%) trastuzumab plus lapatinib combination. The median OS was significantly higher in patients receiving combined anti-Her2/neu therapy and was 10.5 months (range 8.3–17.7 months) in the trastuzumab group, 21.4 months (range 12.5–27.1 months) in the lapatinib group, and 25.9 months (range 18.5–30.1 months) in patients from the trastuzumab + lapatinib group [41].
An open-label, phase 2 trial investigated efficacy of ipilimumab for the treatment of patients with BM from melanoma. A total of 72 melanoma patients with BM were divided into 2 cohorts: cohort A (
In the NIBIT-M1 study Di Giacomo and co-workers [43] reported on 20 patients with asymptomatic BM from melanoma who received combined systemic therapy of ipilimumab (10 mg/kg IV every 3 weeks for a total of 4 injections) and fotemustine (100 mg/m2 IV weekly total 3 injections). Maintenance therapy was carried out according to the regiment: fotemustine every 3 weeks from 9 weeks of therapy and ipilimumab every 12 weeks from 24 weeks from the onset of systemic therapy to disease progression or patient failure, or to the occurrence of excessive toxicity. Maintenance therapy was carried out according to the regiment: fotemustine every 3 weeks from 9 weeks of therapy and ipilimumab every 12 weeks from 24 weeks from the onset of systemic therapy to disease progression or patient failure, or to the occurrence of excessive toxicity. Seven patients (35%) before systemic treatment were radiotherapy. The ORR was 5% at an immunological response rate was 50%. With median follow-up of 39.9 months, the 3-year OS was 27.8%, and the median OS was 12.7 months.
Goldberg et al. [44] in non-randomized, open-label, phase 2 trial was investigated effectiveness of pembolizumab in 36 patients with asymptomatic BM from NSCLC (
6. Conclusions
In recent decades, significant progress has been made in diagnosing, predicting, and treatment of patients with BM of various malignant tumors. Nevertheless, the successes achieved are not sufficient, since the overall survival rates of patients remain low. Further studies of the mechanisms of metastasis of malignant tumors in the brain can serve as a basis for the development of methods for the prevention of BM, and the study of the role of BBB in the development of resistance to systemic therapy will help develop methods that overcome this natural barrier and increase the effectiveness of antitumor drugs. Applying a multidisciplinary approach to developing patient treatment, tactics using the current flow forecast scales will lead to a more valid appointment of radiation therapy, surgery, systemic antitumor and symptomatic therapy to preserve the neurological and neurocognitive function, and the quality of life of patients.
References
- 1.
Mehta M, Vogelbaum MA, Chang S, et al. Neoplasms of the central nervous system. In: DeVita VT Jr, Lawrence TS, Rosenberg SA, editors. Cancer: Principles and Practice of Oncology. 9th ed. Philadelphia, PA: Lippincott Williams & Wilkins; 2011. pp. 1700-1749 - 2.
Villano JL, Durbin EB, Normandeau C, Thakkar JP, Moirangthem V, Davis FG. Incidence of brain metastasis at initial presentation of lung cancer. Neuro-Oncology. 2015; 17 (1):122-128. DOI: 10.1093/neuonc/nou099 - 3.
Ippen FM, Mahadevan A, Wong ET, Uhlmann EJ, Sengupta S, Kasper EM. Stereotactic radiosurgery for renal cancer brain metastasis: Prognostic factors and the role of whole-brain radiation and surgical resection. Journal of Oncology. 2015:636918. DOI: 10.1155/2015/636918, 0.44 - 4.
Christensen TD, Spindler KL, Palshof JA, Nielsen DL. Systematic review: Brain metastases from colorectal cancer—Incidence and patient characteristics. BMC Cancer. 2016; 16 :260. DOI: 10.1186/s12885-016-2290-5 - 5.
Wilhelm I, Molnar J, Fazakas C, Hasko J, Krizbai IA. Role of the blood-brain barrier in the formation of brain metastases. International Journal of Molecular Sciences. 2013; 14 :1383-1411. DOI: 10.3390/ijms14011383 - 6.
Vernur VA, Ahluwalia MS. Prognostic scores for brain metastasis patients: Use in clinical practice and trial design. Chinese Clinical Oncology. 2015; 4 (2):18. DOI: 10.3978/j.issn.2304-3865.2015.06.01 - 7.
Lin X, DeAngelis LM. Treatment of brain metastases. Journal of Clinical Oncology. 2015; 33 (30):3475-3484. DOI: 10.1200/JCO.2015.60.9503 - 8.
Liubota R, Cheshuk V, Vereshchako R, Zotov O, Zaychuk V, Anikusko N, Liubota I. The impact of locoregional treatment on survival of patients with primary metastatic breast cancer. Experimental Oncology. 2017; 39 (1):75-77 - 9.
Wrobel JK, Toborek M. Blood-brain barrier remodeling during brain metastasis formation. Molecular Medicine. 2016; 22 :32-40. DOI: 10.2119/molmed.2015.00207 - 10.
Abbott NJ, Ronnback L, Hansson E. Astrocyte-endothelial interactions at the blood-brain barrier. Nature Reviews. Neuroscience. 2006; 7 (1):41-48. DOI: 10.1038/nrn1824 - 11.
Rahmathulla G, Toms SA, Weil RJ. The molecular biology of brain metastasis. Journal of Oncology. 2012; 2012 :723541. DOI: 10.1155/2012/723541 - 12.
Deeken JF, Löscher W. The blood-brain barrier and cancer: Transporters, treatment, and Trojan horses. Clinical Cancer Research. 2007; 13 :1663-1674. DOI: 10.1158/1078-0432.CCR-06-2854 - 13.
Mahringer A, Fricker G. ABC transporters at the blood–brain barrier. Expert Opinion on Drug Metabolism & Toxicology. 2016; 12 :499-508. DOI: 10.1517/17425255.2016.1168804 - 14.
Horsey AJ, Cox MH, Sarwat S, Kerr ID. The multidrug transporter ABCG2: Still more questions than answers. Biochemical Society Transactions. 2016; 44 :824-830. DOI: 10.1042/BST20160014 - 15.
Agarwal S, Uchida Y, Mittapalli RK, Sane R, Terasaki T, Elmquist WF. Quantitative proteomics of transporter expression in brain capillary endothelial cells isolated from P-glycoprotein (P-gp), breast cancer resistance protein (Bcrp), and P-gp/Bcrp knockout mice. Drug Metabolism and Disposition: The Biological Fate of Chemicals. 2012; 40 :1164-1169. DOI: 10.1124/dmd.112.044719 - 16.
Murrell DH, Zarghami N, Jensen MD, Chambers AF, Wong E, Foster PJ. Evaluating changes to blood-brain barrier integrity in brain metastasis over time and after radiation treatment. Translational Oncology. 2016; 9 (3):219-227. DOI: 10.1016/j.tranon.2016.04.006 - 17.
Sandipan R. Strategic drug delivery targeted to the brain: A review. Der Pharmacia Sinica. 2012; 3 (1):76-92 - 18.
Cerna T, Stiborova M, Adam V, Kizek R, Eckschlager T. Nanocarrier drugs in the treatment of brain tumors. Journal of Cancer Metastasis and Treatment. 2016; 2 :407-416. DOI: 10.20517/2394-4722.2015.95 - 19.
Mulvenna P, Nankivell M, Barton R, Barton R, Faivre-Finn C, Wilson P, McColl E, Moore B, Brisbane I, Ardron D, Holt T, Morgan S, Lee C, Waite K, Bayman N, Pugh C, Sydes B, Stephens R, Parmar MK, Langley RE. Dexamethasone and supportive care with or without whole brain radiotherapy in treating patients with non-small cell lung cancer with brain metastases unsuitable for resection or stereotactic radiotherapy (QUARTZ): Results from a phase 3, non-inferiority, randomised trial. Lancet. 2016; 388 (10055):2004-2014. DOI: 10.1016/S0140-6736(16)30825-X - 20.
Ahluwalia MS, Vogelbaum MV, Chao ST, Mehta MM. Brain metastasis and treatment. F1000Prime Reports. 2014; 6 :114. DOI: 10.12703/P6-114 - 21.
Lombardi G, Di Stefano AL, Farina P, Zagonel V, Tabouret E. Systemic treatments for brain metastases from breast cancer, non-small cell lung cancer, melanoma and renal cell carcinoma: An overview of the literature. Cancer Treatment Reviews. 2014; 40 :951-959. DOI: 10.1016/j.ctrv.2014.05.007 - 22.
Brastianos HC, Cahill DP, Brastianos PK. Systemic therapy of brain metastases. Current Neurology and Neuroscience Reports. 2015; 15 :518. DOI: 10.1007/s11910-014-0518-9 - 23.
Cortés J, Rugo HS, Awada A, Twelves C, Perez EA, Im S-A, et al. Prolonged survival in patients with breast cancer and a history of brain metastases: Results of a preplanned subgroup analysis from the randomized phase III BEACON trial. Breast Cancer Research and Treatment. 2017; 165 (2):329-341. DOI: 10.1007/s10549-017-4304-7 - 24.
Chamberlain MC, Baik CS, Gadi VK, Bhatia S, Chow L. Systemic therapy of brain metastases: Non–small cell lung cancer, breast cancer, and melanoma. Neuro-Oncology. 2017; 19 (1):i1-i24. DOI: 10.1093/neuonc/now197 - 25.
Metro G, Chiari R, Ricciuti B, et al. Pharmacotherapeutic options for treating brain metastases in non-small cell lung cancer. Expert Opinion on Pharmacotherapy. 2015; 16 :2601-2613. DOI: 10.1517/14656566.2015.1094056 - 26.
Naskhletashvili DR, Gorbunova VA, Bychkov MB, Chmutin GE, Karahan VB, Aloshin VA, Moskvina EA. Gemcitabine plus cisplatin in patients with heavily pretreated breast cancer with brain metastases. Journal of Clinical Oncology. 2010; 28 (suppl; abstr):1125 - 27.
Erten C, Demir L, Somali I, Alacacioglu A, Kucukzeybek Y, Akyol M, Can A, Dirican A, Bayoglu V, Tarhan MO. Cisplatin plus gemcitabine for treatment of breast cancer patients with brain metastases; a preferential option for triple negative patients? Asian Pacific Journal of Cancer Prevention. 2013; 14 (6):3711-3717. DOI: 10.7314/APJCP.2013.14.6.3711 - 28.
Jacot W, Gerlotto-Borne MC, Thezenas S, Pouderoux S, Poujol S, About M, Romieu G. Carmustine and methotrexate in combination after whole brain radiation therapy in breast cancer patients presenting with brain metastases: A retrospective study. BMC Cancer. 2010; 10 :257. DOI: 10.1186/1471-2407-10-257 - 29.
Inno A, Di Noia V, D’Argento E, Modena A, Gori S. State of the art of chemotherapy for the treatment of central nervous system metastases from non-small cell lung cancer. Translational Lung Cancer Research. 2016; 5 :599-609. DOI: 10.21037/tlcr.2016.11.01 - 30.
Petrelli F, Ghidini M, Lonati V, Tomasello G, Borgonovo K, Ghilardi M, Cabiddu M, Barni S. The efficacy of lapatinib and capecitabine in HER-2 positive breast cancer with brain metastases: A systematic review and pooled analysis. European Journal of Cancer 201784:141-148. DOI: 10.1016/j.ejca.2017.07.024 - 31.
Iuchi T, Shingyoji M, Sakaida T, Hatano K, Nagano O, Itakura M, Kageyama H, Yokoi S, Hasegawa Y, Kawasaki K, Iizasa T. Phase II trial of gefitinib alone without radiation therapy for Japanese patients with brain metastases from EGFR-mutant lung adenocarcinoma. Lung Cancer. 2013; 82 (2):282-287. DOI: 10.1016/j.lungcan.2013.08.016 - 32.
Gerber NK, Yamada Y, Rimner A, Shi W, Riely GJ, Beal K, Yu HA, Chan TA, Zhang Z, Wu AJ. Erlotinib versus radiation therapy for brain metastases in patients with EGFR-mutant lung adenocarcinoma. International Journal of Radiation Oncology, Biology, Physics. 2014; 89 :322-329. DOI: 10.1016/j.ijrobp.2014.02.022 - 33.
McArthur GA, Maio M, Arance A, Nathan P, Blank C, Avril MF, Garbe C, Hauschild A, Schadendorf D, Hamid O, Fluck M, Thebeau M, Schachter J, Kefford R, Chamberlain M, Makrutzki M, Robson S, Gonzalez R, Margolin K. Vemurafenib in metastatic melanoma patients with brain metastases: An open-label, single-arm, phase 2, multicentre study. Annals of Oncology. 2017; 28 :634-641. DOI: 10.1093/annonc/mdw641 - 34.
Azer MW, Menzies AM, Haydu LE, Kefford RF, Long GV. Patterns of response and progression in patients with BRAF-mutant melanoma metastatic to the brain who were treated with dabrafenib. Cancer. 2014; 120 :530-536. DOI: 10.1002/cncr.28445 - 35.
Xing P, Wang S, Hao X, Zhang T, Li J. Clinical data from the real world: Efficacy of crizotinib in Chinese patients with advanced ALK-rearranged non-small cell lung cancer and brain metastases. Oncotarget. 2016; 7 :84666-84674. DOI: 10.18632/oncotarget.13179 - 36.
Shaw A, Mehra R, Tan DSW, Felip E, Chow LQM, Camidge DR, Vansteenkiste J, Sharma S, De Pas T, Riely GJ, Solomon BJ, Wolf J, Thomas M, Schuler M, Liu G, Santoro A, Geraldes M, Sen P, Boral AJ, Yovine A, Kim DW. Ceritinib (LDK378) for the treatment of patients with ALK-rearranged (ALK+) non-small cell lung cancer (NSCLC) and brain metastasis (BM) in the ascend-1 trial. Neuro-Oncology. 2014; 16 (suppl 5):39. DOI: 10.1093/neuonc/nou240.32 - 37.
Crino L, Ahn MJ, De Marinis F, Groen HJM, Wakelee H, Hida T, Mok T, Spigel D, Felip E, Nishio M, Scagliotti G, Branle F, Emeremni C, Quadrigli M, Zhang J, Shaw AT. Multicenter phase II study of whole-body and intracranial activity with ceritinib in patients with ALK-rearranged non-small-cell lung cancer previously treated with chemotherapy and crizotinib: Results from ASCEND-2. Journal of Clinical Oncology. 2016; 34 :2866-2873. DOI: 10.1200/JCO.2015.65.5936 - 38.
Felip E, Orlov S, Park K, Yu CJ, Tsai CM, Nishio M, Dols MC, McKeage MJ, Su WC, Mok T, Scagliotti GV, Spigel D, Branle F, Emeremni C, Quadrigli M, Shaw AT. ASCEND-3: A single-arm, open-label, multicenter phase ii study of ceritinib in alki-naive adult patients (pts) with ALK- rearranged (ALK+) non-small cell lung cancer (NSCLC) [abstract 8060]. Journal of Clinical Oncology. 2015; 33 :16 - 39.
Gadgeel SM, Shaw AT, Govindan R, Gandhi L, Socinski MA, Camidge DR, et al. Pooled analysis of CNS response to alectinib in two studies of pretreated patients with ALK-positive non-small-cell lung cancer. Journal of Clinical Oncology. 2016; 34 :4079-4085. DOI: 10.1200/jco.2016.68.4639 - 40.
Besse B, Le Moulec S, Mazières J, Senellart H, Barlesi F, Chouaid C, Dansin E, Berard H, Falchero L, Gervais R, Robinet G, Ruppert AM, Schott R, Lena H, Clement-Duchene C, Quantin X, Souquet PJ, Trédaniel J, Moro-Sibilot D, Perol M, Madroszyk AC, Soria JC. Bevacizumab in patients with nonsquamous non-small cell lung cancer and asymptomatic, untreated BRAIN metastases (BRAIN): A nonrandomized, phase II study. Clinical Cancer Research. 2015; 21 :1896-1903. DOI: 10.1158/1078-0432.CCR-14-2082 - 41.
Yap YS, Cornelio GH, Devi BC. Brain metastases in Asian HER2-positive breast cancer patients: Anti-HER2 treatments and their impact on survival. British Journal of Cancer. 2012; 107 :1075-1082. DOI: 10.1038/bjc.2012.346 - 42.
Margolin K, Ernstoff MS, Hamid O, Lawrence D, McDermott D, Puzanov I, et al. Ipilimumab in patients with melanoma and brain metastases: An open-label, phase 2 trial. The Lancet Oncology. 2012; 13 :459-465. DOI: 10.1016/S1470-2045(12)70090-6 - 43.
Di Giacomo AM, Ascierto PA, Queirolo P, Pilla L, Ridolfi R, Santinami M, Testori A, Simeone E, Guidoboni M, Maurichi A, Orgiano L, Spadola G, Del Vecchio M, et al. Three-year follow-up of advanced melanoma patients who received ipilimumab plus fotemustine in the Italian network for tumor biotherapy (NIBIT)-M1 phase II study. Annals of Oncology. 2015; 26 :798-803. DOI: 10.1093/annonc/mdu577 - 44.
Goldberg SB, Gettinger SN, Mahajan A, Chiang AC, Herbst RS, Sznol M, et al. Pembrolizumab for patients with melanoma or non-small-cell lung cancer and untreated brain metastases: Early analysis of a non-randomised, open-label, phase 2 trial. The Lancet Oncology. 2016; 17 :976-983. DOI: 10.1016/S1470-2045(16)30053-5