Acellular and Cellular Lung Model to Study Tumor Metastasis

Cancer Research

Your institution must subscribe to JoVE's Cancer Research section to access this content.

Fill out the form below to receive a free trial or learn more about access:

 

Summary

Here, we present a protocol for an ex vivo lung cancer model that mimics the steps of tumor progression and helps to isolate a primary tumor, circulating tumor cells, and metastatic lesions.

Cite this Article

Copy Citation | Download Citations

Mishra, D. K., Kim, M. P. Acellular and Cellular Lung Model to Study Tumor Metastasis. J. Vis. Exp. (138), e58145, doi:10.3791/58145 (2018).

Abstract

It is difficult to isolate tumor cells at different points of tumor progression. We created an ex vivo lung model that can show the interaction of tumor cells with a natural matrix and continual flow of nutrients, as well as a model that shows the interaction of tumor cells with normal cellular components and a natural matrix. The acellular ex vivo lung model is created by isolating a rat heart-lung block and removing all the cells using the decellularization process. The right main bronchus is tied off and tumor cells are placed in the trachea by a syringe. The cells move and populate the left lung. The lung is then placed in a bioreactor where the pulmonary artery receives a continual flow of media in a closed circuit. The tumor grown on the left lung is the primary tumor. The tumor cells that are isolated in the circulating media are circulating tumor cells and the tumor cells in the right lung are metastatic lesions. The cellular ex vivo lung model is created by skipping the decellularization process. Each model can be used to answer different research questions.

Introduction

Cancer metastasis is the culprit behind most cancer-related deaths and poses the ultimate challenge in the effort to fight cancer. The overall goal of this method is to design a protocol for a four-dimensional (4-D) cell culture which has a dimension of flow, in addition to the three-dimensional (3-D) cell growth. It represents the three distinct phases of the metastasis process [i.e., the primary tumor, circulating tumor cells (CTCs), and metastatic lesions].

Over the past three decades, scientists around the world yielded an unparalleled wealth of information to understand the mechanisms underlying the metastatic progression in different cancers that improved the prospect of a cure or progression-free survival. The clinical management of some cancers, such as breast cancer, improved significantly1; however, some cancers, such as lung cancer, still have a poor survival2. In vitro and in vivo animal models have been instrumental in generating new insights into the mechanisms that underpin the development of the disease. In the last few years, cell line-derived xenografts (CDX) and patient-derived xenografts (PDX) have been of more interest as they preserve many relevant features of the primary human tumor3, such as growth kinetics, histological features, behavioral characteristics, and the response to therapy. However, each model has its limitations to understand the mechanism of CTC formation and metastasis to a distant organ4,5,6.

Recently, we developed a 4-D ex vivo lung cancer model by utilizing the concept of organ reengineering and perfusion-based cell culture. It mimics the human lung cancer growth by forming perfusable tumor nodules that grow over time with a similar human cancer-secreted protein production7. It represents the gene expression signature that predicts poor survival in patients with cancer and also shows a therapeutic response by tumor regression upon cisplatin treatment8,9. The lung model was further modified so that it can form metastatic lesions. The CTCs develop from a primary tumor and intravasate into the vasculature and extravasate into the contralateral lung to form metastatic lesions10. Gene expression studies suggest a distinct expression profile of the primary tumor, the CTCs, and the metastatic lesions, and the upregulation of the subset of genes required for the phenotype10. This metastatic process occurs due to the presence of biologic conditions seen in patients with cancer. The advantage of this model is the presence of a natural matrix and architecture, and a perfusion of nutrients that leads to the formation of tumor nodules. In addition, it also provides an opportunity to study the effects of different components of tumor microenvironment or drugs on tumor progression over time. This model can be used to grow a range of cancer cells (lung cancer, breast cancer, sarcoma etc.) in a laboratory set-up.

Subscription Required. Please recommend JoVE to your librarian.

Protocol

The protocols for animal experiments were approved by the Institutional Animal Care and Use Committee at the Houston Methodist Research Institute and carried out in accordance with all regulations, applicable laws, guidelines, and policies.

1. Rat Lung Harvest

  1. Anesthetize a 4- to 6-week-old male Sprague-Dawley rat by an intraperitoneal (IP) injection of ketamine (100 mg/kg) and xylazine (10 mg/kg) in its flank. Ensure anesthesia by checking for an absence of movement when the hind limb toe is pinched with forceps. 
  2. After 10 min, shave the chest and abdomen and wipe the skin with a chlorhexidine swab.
  3. Remove the skin by picking it up with forceps and by incising it with a disposable scalpel. After opening the thoracic cavity by incising with scalpel, perform a bilateral thoracotomy by cutting the anterior side of the rib cage on the left and the right side of the diaphragm with scissors.
    NOTE: This is a non-survival surgery.
  4. Hold the rib cage up and inject 2 mL of heparin (1,000 units/mL) into the right ventricle of the beating heart using a 27 G needle.
    NOTE: This will prevent any formation of blood clots in the lung.
  5. Completely remove the rib cage with scissors and place an 18 G needle in the left ventricle as a vent, until the blood comes out. Then, inject 15 mL of heparinized phosphate-buffered saline (12.5 units/mL; heparinized PBS) into the right ventricle using a 25 G needle.
  6. Cut the inferior and superior vena cava, two large veins on the right side of the heart, and flush the lungs with an additional 10 mL of heparinized PBS in the right ventricle using a 27 G needle.
    NOTE: The inferior vena cava is visualized under the bottom of the heart as a big vessel filled with red blood. Similarly, the superior vena cava is visualized in the upper part of the heart as a big vessel.
  7. Cut the trachea at the base of the thyroid. Carefully remove the descending aorta at the level of the hemiazygos vein and branches of the aorta at the arch.
  8. Take out the heart-lung block from the thoracic cavity and the rest of the rat body.
  9. Perform ventriculotomy by cutting half of the right and left ventricles and place a custom-made prefilled 18 G stainless-steel needle cannula through the right ventricle into the main pulmonary artery (PA).
  10. Secure the cannula with a 2-0 silk tie and carefully expose the right ventricle and atrium.
  11. Place a female Luer bulkhead in the left ventricle and secure it with a 2-0 silk tie.
  12. Flush the heart-lung block with 20 mL of heparinized PBS through the PA cannula and place it in a 50 mL tube containing culture media or heparinized PBS.
    NOTE: For a cellular model, go to step 3.1 to set up the bioreactor. For an acellular model, proceed to step 2.1 for the decellularization.

2. Lung Decellularization

  1. Preparation of the decellularization unit
    1. Prepare each decellularization chamber/bottle by piercing two holes in the bottle cap and snapping a female Luer in the holes (Figure 1A and 1B). Secure it with a black nylon ring on the other side. Similarly, drill a single hole in another bottle cap for the intravenous set attachment (Figure 1C).
      NOTE: Figure 1A and 1B are of the same bottle caps from two different sides. Figure 1C is of a different cap with a single hole as stated above in step 2.1.1.
    2. Attach a 0.5-inch tube (at the pulmonary artery or PA end) and 6-inch tubes (Figure 1J) to a female Luer from inside the bottle caps (Figure 1A and 1B) and attach a male Luer lock at the ends. Set the lock with a 500 mL bottle as the decellularization chamber/bottle.
    3. Connect one end of two 2 ft tubes (which are connected with a male Luer lock) to either ends of the pump tube (Figure 1H), which is attached to the pump head (Figure 1E and 1F) by a cartridge (Figure 1G) with a female Luer lock (Figure 1I).
    4. Connect the other ends of the 2 ft tubes (from step 2.1.3) each to a female Luer lock head on the decellularization chamber/bottle cap (Figure 1L).
    5. Set up a 250 mL heparinized PBS bottle (with 200 mL of PBS) by hanging an inverted bottle on a stand with the proximal end of an intravenous set (Figure 1D) inserted in the bottle cap and the distal end replacing the 2 ft tube connected to the decellularization chamber/bottle at the PA end (Figure 1B). Connect this 2 ft tube to the discard bottle.
      NOTE: The bottles are set in cardboard, as shown in Figure 1K. The intravenous tubes come out of the hanging bottles to dispense reagents in the lung scaffold.
  2. Lung decellularization process
    1. Run the heparinized PBS at a physiologic perfusion pressure of 30 mm Hg (Figure 1K) until it flows freely in the decellularization chamber/bottle and, then, attach the heart-lung block to the PA end through the PA cannula.
    2. Keep running the pump continuously, so that any excess buffer/solution inside the decellularization chamber/bottle gets discarded.
    3. Run the heparinized PBS through the PA for 15 min at a perfusion pressure of 30 mm Hg for the initial wash (Figure 1K).
    4. Replace the heparinized PBS bottle with 0.1% sodium dodecyl sulfate (SDS) in deionized water and perfuse the lung for 2 h for the decellularization.
    5. After the decellularization, perfuse deionized autoclaved water through the lung scaffold for 15 min.
    6. Then, perfuse 1% non-ionic detergent in deionized water for 10 min.
    7. Replace the decellularization chamber/bottle with 500 mL of autoclaved PBS supplemented with 1x antibiotics (penicillin-streptomycin amphotericin), keeping the hanging lung intact with the cap inside the bottle.
    8. Discard the intravenous set, put the 2 ft tube attached to the discarding container back to the pulmonary artery end of the decellularization chamber, and run the pump at 6 mL/min (Figure 1L).
    9. Perfuse the lungs for 72 h and keep changing the PBS with antibiotics every 12 h.
      NOTE: The acellular lung is ready for immediate use. It can be stored at -80 ˚C until needed. If pink spots or blood clots can be visualized clearly in the lung lobes, discard the lung. It is possible to randomly test for DNA or histopathology. A complete acellular lung will not show cells and 99.9% of the DNA will be washed off.
      NOTE: When working with a cellular lung model, skip the decellularization. The harvested lung (step 1) can be directly set in the bioreactor.

3. Bioreactor Set-up

  1. Prepare the bioreactor bottle and the items required for the set-up.
    1. Drill three holes in one 500 mL bottle cap at an equal distance and fix a female Luer in all three holes, using black nylon rings (Figure 2A and 2B).
      NOTE: In two holes, the Luer lock ends face the outside, while one end faces the inside of the bottle.
    2. Cut a 6 in pump tube, a 2 in tube, a 6 in tube, a 1.5 ft tube, a 2 ft tube, and a 10 ft oxygenator tube per bioreactor.
    3. Cut an 18 G stainless-steel needle and, again, connect the ends with biocompatible tubing for a tracheal cannula.
    4. Wrap the oxygenator tube, with Luer lock connectors at the ends, on a solenoid wire mesh using autoclave tapes (Figure 2C).
    5. Autoclave the above-mentioned items and keep them in UV light for 10 min.
  2. Set up the pump inside the regular cell culture incubator (37 °C, 5% CO2) with proper spacing between the trays to easily fit a 500 mL bottle.
  3. Spray 70% ethanol on the pump cartridge and connect the pump tube with female Luer lock connectors on both ends to the pump.
  4. Set up the oxygenator wrapped around the solenoid wire mesh inside the cell culture incubator by connecting one end (the outflow) of the oxygenator to the pump tube and the other end with the 1.5 ft tube in the bioreactor.
  5. Set up the bioreactor bottle in a biosafety cabinet with aseptic conditions.
    1. Attach a 3-way stopcock (yellow) to the head of one of the female Luers to control the flow through the PA.
    2. Connect a one-way stopcock (blue) to another female Luer lock bulkhead for cell seeding through the trachea (Figure 2F).
    3. Connect 2 in tubing on the outside (white) and 6 in tubing on the inside of the bottle to circulate the media out. Fit a male Luer lock to a 2 ft tube and attach a female Luer lug style Tee to provide accessibility to add or remove anything.
    4. Attach a one-way stopcock to one of the openings of the three-way connector (female Luer lug style Tee).
    5. Attach a male Luer lock and a female Luer lock to 2 ft tubes.
    6. Add 200 mL of RPMI1640 with 10% FBS and 1% antibiotics cell culture medium (varies as per cell requirement) and transfer the bioreactor to the incubator. Connect the oxygenator tube to the two open ends (one-way stopcock and Tee connector) to make it a closed-loop bioreactor.
  6. Pre-run the pump at 6 mL/min inside the cell culture incubator with cell culture media to fill the oxygenator and tubes, so that no air bubbles exist in the tubing.
  7. Once the tubes are filled with media, close the stopcock and remove the bioreactor bottle from the incubator by disconnecting the oxygenators from both ends of the bioreactor bottle.
  8. Put the bioreactor bottle in the biosafety cabinet, pass culture media through the stopcock, and attach the PA cannula of the lung scaffold (acellular or cellular) to the stopcock through the male Luer connector.
    NOTE: Here it is possible to use the acellular model (following the decellularization process) or a freshly harvested heart-lung block (i.e., the cellular model, as it retains the native rat cells).
  9. Pass culture media through a one-way stopcock to remove any air and tie the tracheal cannula by a silk thread to the trachea.
  10. Make sure to avoid any twisting of the PA and trachea. Close the bioreactor bottle cap with the lung scaffold inside and, again, aseptically transfer the bioreactor to the incubator and start the pump at a 6 mL/min speed.
  11. Run culture media for 10 - 15 min to make sure all lobes get inflated and the lung looks in good shape (Figure 2G).

4. Metastasis Model and Cell Seeding

NOTE: Proceed to cell seeding with the above lung model for a primary tumor growth study. Modify the lung scaffold (acellular or cellular) as follows for the metastatic model.

  1. Take out the bioreactor with the lung scaffold from the incubator and put it in the biosafety cabinet.
  2. Use a Luer lock syringe to pass 5 mL of culture media through the trachea and open the bioreactor cap with the hanging lung scaffold (Figure 2F).
  3. At this step, one more person is required to help in the modification of the lung to a metastatic model.
  4. Get silk 2-0 ready and use angular forceps to make a pass through the trachea at the bifurcation point.
  5. Tie the trachea going to the right lung at the bifurcation point and check the free flow of media through the trachea to the left lung by passing culture media.
    NOTE: Once the trachea is tied at the bifurcation point, cells seeded through the trachea will automatically be directed to seed to the left lobes. It can be tested before seeding the cells by pushing culture media through the trachea. In the metastatic model, the media will move to the left lobes only, which will inflate, and not to the right lobes10.
  6. Set a 20 mL Luer lock syringe on top of the tracheal cannula and add ATCC lung cancer cells (A549, H1299) in 50 mL of RPMI1640 complete culture media (Figure 2F).
  7. Perform the cell seeding in the biosafety cabinet. Add 15 mL of cells in the syringe and let it pass through the lung lobes by gravity. Add the rest of the cells before any air bubbles pass through.
  8. In acellular lung seeding, collect the perfused media dripping down in the bioreactor bottle and let it pass through the trachea again 3x.
    NOTE: The perfused media sometimes has the cancer cells seeded. Therefore, for efficient seeding, put back the media again in the trachea through the syringe.
  9. Once seeded, remove the syringe, wait for 15 min, add fresh media, and return the bioreactor back to an incubator. Remove any air bubbles in the tubing.
  10. Start the pump to perfuse the media at 6 mL/min.

Subscription Required. Please recommend JoVE to your librarian.

Representative Results

The lung harvested from rat maintains the intact vasculature and alveoli11 (Figure 3A and 3B). Upon decellularization, the extracellular matrix components of an acellular lung, such as collagen, fibronectin, and elastin, are preserved11 (Figure 3C, 3D, 3E, and 3F). The decellularization leads to a complete removal of the native rat cells present in the lungs, which can be observed by hematoxylin and eosin (H&E) staining showing the absence of cells and by DNA analysis11 showing a reduction in DNA amount (Figure 3D and 3G). The ex vivo 4-D lung model can be used to grow any kind of adherent cells12. Lung cancer, lung fibroblast, breast cancer, and sarcoma cells were grown by seeding through the trachea11,12,13. The metastasis model allows for the collection of primary tumor tissue, CTCs, and metastatic lesions at different time intervals by lobectomy10. The H&E staining of the tissues showed intact vasculature and alveoli in both the cellular and acellular model (Figure 3H and 3I). The acellular 4-D lung model is an add-on model to study the interaction between different components of the microenvironment. The cellular 4-D lung model provides an intact lung microenvironment with no immune cells14. Immune cells can be added to this model through the vasculature to study their effect on tumor growth and the interaction with tumor cells. Reproducibility and quality of the model can be assessed by running the model in duplicate and analyzing the tissue/cells by H&E and immunohistochemistry using cell-specific markers. Figure 4 shows a schematic diagram that represents the major steps involved in creating the ex vivo 4-D lung model.

Figure 1
Figure 1: Required items for the decellularization unit of the lung scaffold. (A and B) 500 mL bottle caps are drilled and female Luer connectors are set up with tubing to create the decellularization bottles. (C) Another bottle cap needs only one hole to set up (D) the intravenous set for reagent flows through the pulmonary artery of the lung scaffold. The pump is set up with (F) a pump, (E) a pump head, and (G) a cartridge. (H) Pump tubing with female Luer connectors at each end, (I) connectors, and (J) tubes with male Luer connectors at both ends are required to set up (K) the decellularization unit. (L) The lung scaffolds are washed for 3 - 5 d in a closed-loop system with 1x antibiotics-antimycotic PBS. Please click here to view a larger version of this figure.

Figure 2
Figure 2: Bioreactor set-up for an ex vivo 4-D lung cell culture. (A and B) Bioreactor bottle (500 mL) caps are drilled and three female Luer lock connectors are inserted and fixed with a black nylon ring. (C) 10 ft of oxygenator tube is wrapped around a wire-mesh solenoid with male Luer integral lock rings on both ends. (D) A pulmonary artery cannula and (E) a tracheal cannula are prepared using an 18 G needle and pump tube. (F) A 20 mL syringe is set to the one-way trachea connector to seed the cells in the epithelial space of the lung scaffold. (G) The closed-loop bioreactor is set up inside the cell culture incubator for perfusion and tumor growth. Please click here to view a larger version of this figure.

Figure 3
Figure 3: Representative images of the ex vivo 4-D lung model for metastasis. (A) An intact heart-lung block is harvested from 4- to 6-week-old rat. (B) Histopathology shows the alveoli and pneumocytes. (C) Decellularization leads to the complete removal of the lung cells. (D) Histopathology shows an intact basement membrane with acellular lungs. (E and F) Movat's pentachrome and elastin stain reveals the presence of collagen, fibrin, and elastin with intact vasculature and bronchus. (G) DNA analysis shows a reduction in DNA content of more than 99%. (H) The cellular lung can be used directly in the bioreactor for cell culture and (I) a histological analysis shows the presence of tumor growth. Please click here to view a larger version of this figure.

Figure 4
Figure 4: Schematic diagram showing the major steps in the creation of the ex vivo 4-D lung model. In step 1, a heart-lung block is harvested from a rat. As per the study requirement, in step 2, the lungs can either be used directly as a cellular model or can be decellularized to remove any native cells. The next step involves setting up the lung model in the bioreactor and cell seeding. Finally, bioreactors are set up in the incubator for the cell culture. Please click here to view a larger version of this figure.

Subscription Required. Please recommend JoVE to your librarian.

Discussion

The ex vivo 4-D lung provides an opportunity to study tumor growth and metastasis in a laboratory set-up. A native lung matrix is a complex system that provides support to normal tissue and maintains cell-cell interactions, cell-matrix interactions, cellular differentiation, and tissue organization. It provides an opportunity to add any tumor microenvironment components to study their effects on tumor growth and the interaction with other cells.

The lung harvest is the critical step for the ex vivo 4-D lung model. A delay in administering the heparin injection after the thoracic opening may result in a blood clot in the lungs, which may affect the free flow of the reagents during the decellularization. A proper flushing with heparinized PBS until a colorless fluid comes from the vent is important, especially with the cellular model. The careful cutting of the superior vena cava is important to avoid any harm to the PA. During the decellularization process, it is very important to avoid air bubbles moving to the lung scaffold. The presence of air bubbles may slow down or stop the flow of reagents and contribute to an improper decellularization. Bubbles can be removed by sucking out the bubbles using a 10 - 20 mL syringe. It is very important to make sure the PA cannula is not twisted. During the bioreactor set-up, any twisting in the tubing may result in a pop-up at the connectors and result in a complete mess inside the incubator. To avoid twisting in the cannula, the cannula/needles can be cut and reconnected using biocompatible tubing, which provides the flexibility needed to rotate the cannula without disturbing the connections. Any leakage of culture media inside the incubator may further require a professional cleaning. While creating the metastasis model, careful suturing is required at the trachea bifurcation site. Any puncture of the lungs or trachea may lead to the leaking of cells and inconsistent results.

The acellular and cellular ex vivo 4-D lung models have several advantages over conventional 3D cell cultures to better understand cancer progression, as they provide the opportunity to study the major biological steps in metastasis with an additional dimension of flow. Both models mimic the biology of tumor growth and metastasis and provide an opportunity to collect tumor cells in different phases of cancer growth to better understand the gene signatures, the response to treatments, and the development of drug resistance. Although it is a lung matrix, it has the potential to grow a range of established cell lines and primary cells. The limitation of the ex vivo 4-D model is the requirement of > 10 million cells seeding to study the metastasis. Cells with a low proliferative potential may take a longer time to show the metastatic lesion. In addition, this model requires more aseptic conditions once the cells are seeded.

Subscription Required. Please recommend JoVE to your librarian.

Disclosures

The authors have nothing to disclose.

Acknowledgements

Min P. Kim received grant support from the Second John W. Kirklin Research Scholarship, American Association for Thoracic Surgery, Graham Research Foundation, Houston Methodist Specialty Physician Group Grant, and Michael M. and Joann H. Cone Research Award. We thank Ann Saikin for the language editing of the manuscript.

Materials

Name Company Catalog Number Comments
Sprague Dowley rat Harlan 206M Male
Chlorhexidine swab Prevantics, NY, USA NDC 10819-1080-1
Heparin Sagent Pharmaceuticals, Schaumburg, IL, USA NDC 25021-400-10
18-gauge needle McMaster Carr, USA 75165A249
2-0 silk tie Ethicon, San Angelo, TX, USA A305H
Masterflex L/S pump Cole-Parmer, Vernon Hills, IL, USA EW-07554-80
Masterflex L/S pump head Cole-Parmer, Vernon Hills, IL, USA EW-07519-05
Masterflex L/S pump cartridge Cole-Parmer, Vernon Hills, IL, USA EW-07519-70
Tygon Tube Cole-Parmer, Vernon Hills, IL, USA 14171211
MasterFlex Pump tube Cole-Parmer, Vernon Hills, IL, USA 06598-16
Female luer lock connectors Cole-Parmer, Vernon Hills, IL, USA 45508-34 75165A249
Male luer lock connectors Cole-Parmer, Vernon Hills, IL, USA 45513-04
black nylon ring Cole-Parmer, Vernon Hills, IL, USA EW-45509-04
Intravenous set CareFusion 41134E
Sodium Dodecyl Sulfate (SDS) Fisher Scientific CAS151-21-3
Triton X-100 Sigma-Aldrich X100-1L
Antibiotics Gibco 15240-062
Silicone oxygenator Cole-Parmer, Vernon Hills, IL, USA ABW00011 Saint-GoBain-
Wire mesh 1164610105 Lowes New York Wire
Female luer Lug Style TEE Cole-Parmer, Vernon Hills, IL, USA 45508-56
Male luer integral lock ring to 200series Barb Cole-Parmer, Vernon Hills, IL, USA 45518-08
Female luer thread style coupler Cole-Parmer, Vernon Hills, IL, USA 45508-22
Clave connector ICU Medical 11956
Hi-Flo ™4-way Stopcock w/swivel male luer lock smith Medical MX9341L
MasterFlex Pump tube Cole-Parmer, Vernon Hills, IL, USA 06598-13 for cannula

DOWNLOAD MATERIALS LIST

References

  1. Siegel, R. L., Miller, K. D., Jemal, A. Cancer Statistics, 2017. CA: A Cancer Journal for Clinicians. 67, (1), 7-30 (2017).
  2. Torre, L. A., Siegel, R. L., Jemal, A. Lung Cancer Statistics. Advances in Experimental Medicine and Biology. 893, 1-19 (2016).
  3. Lallo, A., Schenk, M. W., Frese, K. K., Blackhall, F., Dive, C. Circulating tumor cells and CDX models as a tool for preclinical drug development. Translational Lung Cancer Research. 6, (4), 397-408 (2017).
  4. Yang, S., Zhang, J. J., Huang, X. Y. Mouse models for tumor metastasis. Methods in Molecular Biology. 928, 221-228 (2012).
  5. Bissell, M. J., Hines, W. C. Why don't we get more cancer? A proposed role of the microenvironment in restraining cancer progression. Nature Medicine. 17, (3), 320-329 (2011).
  6. Francia, G., Cruz-Munoz, W., Man, S., Xu, P., Kerbel, R. S. Mouse models of advanced spontaneous metastasis for experimental therapeutics. Nature Reviews Cancer. 11, (2), 135-141 (2011).
  7. Mishra, D. K., et al. Human lung cancer cells grown in an ex vivo 3D lung model produce matrix metalloproteinases not produced in 2D culture. PloS One. 7, (9), e45308 (2012).
  8. Vishnoi, M., Mishra, D. K., Thrall, M. J., Kurie, J. M., Kim, M. P. Circulating tumor cells from a 4-dimensional lung cancer model are resistant to cisplatin. The Journal of Thoracic and Cardiovascular Surgery. 148, (3), discussion 1063-1064 1056-1063 (2014).
  9. Mishra, D. K., et al. Gene expression profile of A549 cells from tissue of 4D model predicts poor prognosis in lung cancer patients. International Journal of Cancer. Journal International du Cancer. (2013).
  10. Mishra, D. K., et al. Ex vivo four-dimensional lung cancer model mimics metastasis. The Annals of Thoracic Surgery. 99, (4), 1149-1156 (2015).
  11. Mishra, D. K., et al. Human lung cancer cells grown on acellular rat lung matrix create perfusable tumor nodules. The Annals of Thoracic Surgery. 93, (4), 1075-1081 (2012).
  12. Pence, K. A., Mishra, D. K., Thrall, M., Dave, B., Kim, M. P. Breast cancer cells form primary tumors on ex vivo four-dimensional lung model. Journal of Surgical Research. 210, 181-187 (2017).
  13. Mishra, D. K., et al. Human Lung Fibroblasts Inhibit Non-Small Cell Lung Cancer Metastasis in Ex Vivo 4D Model. The Annals of Thoracic Surgery. 100, (4), discussion 1174 1167-1174 (2015).
  14. Mishra, D. K., Miller, R. A., Pence, K. A., Kim, M. P. Small cell and non small cell lung cancer form metastasis on cellular 4D lung model. BMC Cancer. 18, (1), 441 (2018).

Comments

0 Comments


    Post a Question / Comment / Request

    You must be signed in to post a comment. Please or create an account.

    Usage Statistics