Hyperpolarized MRI of Human Prostate Cancer Reveals Increased Lactate with Tumor Grade Driven by Monocarboxylate Transporter 1
Metabolic imaging using hyperpolarized magnetic resonance can increase the sensitivity of MRI, though its ability to inform on relevant changes to biochemistry in humans remains unclear. In this work, we image pyruvate metabolism in patients, assessing the reproducibility of delivery and conversion...
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creator | Granlund, Kristin L. Tee, Sui-Seng Vargas, Hebert A. Lyashchenko, Serge K. Reznik, Ed Fine, Samson Laudone, Vincent Eastham, James A. Touijer, Karim A. Reuter, Victor E. Gonen, Mithat Sosa, Ramon E. Nicholson, Duane Guo, YanWei W. Chen, Albert P. Tropp, James Robb, Fraser Hricak, Hedvig Keshari, Kayvan R. |
description | Metabolic imaging using hyperpolarized magnetic resonance can increase the sensitivity of MRI, though its ability to inform on relevant changes to biochemistry in humans remains unclear. In this work, we image pyruvate metabolism in patients, assessing the reproducibility of delivery and conversion in the setting of primary prostate cancer. We show that the time to max of pyruvate does not vary significantly within patients undergoing two separate injections or across patients. Furthermore, we show that lactate increases with Gleason grade. RNA sequencing data demonstrate a significant increase in the predominant pyruvate uptake transporter, monocarboxylate transporter 1. Increased protein expression was also observed in regions of high lactate signal, implicating it as the driver of lactate signal in vivo. Targeted DNA sequencing for actionable mutations revealed the highest lactate occurred in patients with PTEN loss. This work identifies a potential link between actionable genomic alterations and metabolic information derived from hyperpolarized pyruvate MRI.
[Display omitted]
•HP pyruvate can be safely infused multiple times and measures reproducible kinetics•Tumors with increased Gleason grades had increased levels of hyperpolarized lactate•Regions of high HP lactate correlated with elevated monocarboxylate transporter 1•Conversion of HP pyruvate to lactate was increased in tumors with loss of PTEN
Non-invasive tools are needed to reveal metabolic phenomena in humans. In this translational study, Granlund et al. utilize metabolic imaging to interrogate prostate cancer, finding a mechanistic link between increased metabolism and tumor grade. Thus, real-time metabolic imaging in humans can not only provide clinically relevant tools but also uncover new biology. |
doi_str_mv | 10.1016/j.cmet.2019.08.024 |
format | Article |
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[Display omitted]
•HP pyruvate can be safely infused multiple times and measures reproducible kinetics•Tumors with increased Gleason grades had increased levels of hyperpolarized lactate•Regions of high HP lactate correlated with elevated monocarboxylate transporter 1•Conversion of HP pyruvate to lactate was increased in tumors with loss of PTEN
Non-invasive tools are needed to reveal metabolic phenomena in humans. In this translational study, Granlund et al. utilize metabolic imaging to interrogate prostate cancer, finding a mechanistic link between increased metabolism and tumor grade. Thus, real-time metabolic imaging in humans can not only provide clinically relevant tools but also uncover new biology.</description><identifier>ISSN: 1550-4131</identifier><identifier>EISSN: 1932-7420</identifier><identifier>DOI: 10.1016/j.cmet.2019.08.024</identifier><identifier>PMID: 31564440</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Aged ; Carbon Isotopes - metabolism ; glycolytic flux ; Humans ; hyperpolarized pyruvate ; in vivo kinetics ; Kinetics ; Lactic Acid - metabolism ; Magnetic Resonance Imaging - methods ; Male ; metabolic imaging ; Middle Aged ; Monocarboxylic Acid Transporters - genetics ; Monocarboxylic Acid Transporters - metabolism ; Neoplasm Grading ; Prostatic Neoplasms - diagnostic imaging ; Prostatic Neoplasms - metabolism ; PTEN Phosphohydrolase - genetics ; PTEN Phosphohydrolase - metabolism ; Pyruvic Acid - metabolism ; Reproducibility of Results ; RNA-Seq ; Symporters - genetics ; Symporters - metabolism</subject><ispartof>Cell metabolism, 2020-01, Vol.31 (1), p.105-114.e3</ispartof><rights>2019 Elsevier Inc.</rights><rights>Copyright © 2019 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c455t-b782ab4706e12184d2f193ca96b4b267543dbc41528fc3cf5ac7230e870530173</citedby><cites>FETCH-LOGICAL-c455t-b782ab4706e12184d2f193ca96b4b267543dbc41528fc3cf5ac7230e870530173</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.cmet.2019.08.024$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,780,784,885,3548,27923,27924,45994</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31564440$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Granlund, Kristin L.</creatorcontrib><creatorcontrib>Tee, Sui-Seng</creatorcontrib><creatorcontrib>Vargas, Hebert A.</creatorcontrib><creatorcontrib>Lyashchenko, Serge K.</creatorcontrib><creatorcontrib>Reznik, Ed</creatorcontrib><creatorcontrib>Fine, Samson</creatorcontrib><creatorcontrib>Laudone, Vincent</creatorcontrib><creatorcontrib>Eastham, James A.</creatorcontrib><creatorcontrib>Touijer, Karim A.</creatorcontrib><creatorcontrib>Reuter, Victor E.</creatorcontrib><creatorcontrib>Gonen, Mithat</creatorcontrib><creatorcontrib>Sosa, Ramon E.</creatorcontrib><creatorcontrib>Nicholson, Duane</creatorcontrib><creatorcontrib>Guo, YanWei W.</creatorcontrib><creatorcontrib>Chen, Albert P.</creatorcontrib><creatorcontrib>Tropp, James</creatorcontrib><creatorcontrib>Robb, Fraser</creatorcontrib><creatorcontrib>Hricak, Hedvig</creatorcontrib><creatorcontrib>Keshari, Kayvan R.</creatorcontrib><title>Hyperpolarized MRI of Human Prostate Cancer Reveals Increased Lactate with Tumor Grade Driven by Monocarboxylate Transporter 1</title><title>Cell metabolism</title><addtitle>Cell Metab</addtitle><description>Metabolic imaging using hyperpolarized magnetic resonance can increase the sensitivity of MRI, though its ability to inform on relevant changes to biochemistry in humans remains unclear. In this work, we image pyruvate metabolism in patients, assessing the reproducibility of delivery and conversion in the setting of primary prostate cancer. We show that the time to max of pyruvate does not vary significantly within patients undergoing two separate injections or across patients. Furthermore, we show that lactate increases with Gleason grade. RNA sequencing data demonstrate a significant increase in the predominant pyruvate uptake transporter, monocarboxylate transporter 1. Increased protein expression was also observed in regions of high lactate signal, implicating it as the driver of lactate signal in vivo. Targeted DNA sequencing for actionable mutations revealed the highest lactate occurred in patients with PTEN loss. This work identifies a potential link between actionable genomic alterations and metabolic information derived from hyperpolarized pyruvate MRI.
[Display omitted]
•HP pyruvate can be safely infused multiple times and measures reproducible kinetics•Tumors with increased Gleason grades had increased levels of hyperpolarized lactate•Regions of high HP lactate correlated with elevated monocarboxylate transporter 1•Conversion of HP pyruvate to lactate was increased in tumors with loss of PTEN
Non-invasive tools are needed to reveal metabolic phenomena in humans. In this translational study, Granlund et al. utilize metabolic imaging to interrogate prostate cancer, finding a mechanistic link between increased metabolism and tumor grade. Thus, real-time metabolic imaging in humans can not only provide clinically relevant tools but also uncover new biology.</description><subject>Aged</subject><subject>Carbon Isotopes - metabolism</subject><subject>glycolytic flux</subject><subject>Humans</subject><subject>hyperpolarized pyruvate</subject><subject>in vivo kinetics</subject><subject>Kinetics</subject><subject>Lactic Acid - metabolism</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Male</subject><subject>metabolic imaging</subject><subject>Middle Aged</subject><subject>Monocarboxylic Acid Transporters - genetics</subject><subject>Monocarboxylic Acid Transporters - metabolism</subject><subject>Neoplasm Grading</subject><subject>Prostatic Neoplasms - diagnostic imaging</subject><subject>Prostatic Neoplasms - metabolism</subject><subject>PTEN Phosphohydrolase - genetics</subject><subject>PTEN Phosphohydrolase - metabolism</subject><subject>Pyruvic Acid - metabolism</subject><subject>Reproducibility of Results</subject><subject>RNA-Seq</subject><subject>Symporters - genetics</subject><subject>Symporters - metabolism</subject><issn>1550-4131</issn><issn>1932-7420</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kU9v0zAYhyPExMbgC3BAPnJJ8N8klhASKmyt1Ak0lbPlOG-YqyQOtlPoDnx23HWbxoWTLfl5f7Z_T5a9IbggmJTvt4UZIBYUE1ngusCUP8vOiGQ0rzjFz9NeCJxzwshp9jKELcasZJK9yE4ZESXnHJ9lf5b7Cfzkeu3tLbTo6nqFXIeW86BH9M27EHUEtNCjAY-uYQe6D2g1Gg86JHytzR3wy8YbtJkH59Gl1y2gz97uYETNHl250RntG_d73x_QjddjmJyPKZC8yk66lAiv79fz7PvFl81ima-_Xq4Wn9a54ULEvKlqqhte4RIIJTVvaZf-abQsG97QshKctY3hRNC6M8x0QpuKMgx1hQXDpGLn2cdj7jQ3A7QGxuh1ryZvB-33ymmr_j0Z7Y364XaqlFyymqaAd_cB3v2cIUQ12GCg7_UIbg6KUik5l6nVhNIjalJ9wUP3eA3B6iBObdVBnDqIU7hWSVwaevv0gY8jD6YS8OEIQKppZ8GrYCwkLa31YKJqnf1f_l8l7qu7</recordid><startdate>20200107</startdate><enddate>20200107</enddate><creator>Granlund, Kristin L.</creator><creator>Tee, Sui-Seng</creator><creator>Vargas, Hebert A.</creator><creator>Lyashchenko, Serge K.</creator><creator>Reznik, Ed</creator><creator>Fine, Samson</creator><creator>Laudone, Vincent</creator><creator>Eastham, James A.</creator><creator>Touijer, Karim A.</creator><creator>Reuter, Victor E.</creator><creator>Gonen, Mithat</creator><creator>Sosa, Ramon E.</creator><creator>Nicholson, Duane</creator><creator>Guo, YanWei W.</creator><creator>Chen, Albert P.</creator><creator>Tropp, James</creator><creator>Robb, Fraser</creator><creator>Hricak, Hedvig</creator><creator>Keshari, Kayvan R.</creator><general>Elsevier Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20200107</creationdate><title>Hyperpolarized MRI of Human Prostate Cancer Reveals Increased Lactate with Tumor Grade Driven by Monocarboxylate Transporter 1</title><author>Granlund, Kristin L. ; Tee, Sui-Seng ; Vargas, Hebert A. ; Lyashchenko, Serge K. ; Reznik, Ed ; Fine, Samson ; Laudone, Vincent ; Eastham, James A. ; Touijer, Karim A. ; Reuter, Victor E. ; Gonen, Mithat ; Sosa, Ramon E. ; Nicholson, Duane ; Guo, YanWei W. ; Chen, Albert P. ; Tropp, James ; Robb, Fraser ; Hricak, Hedvig ; Keshari, Kayvan R.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c455t-b782ab4706e12184d2f193ca96b4b267543dbc41528fc3cf5ac7230e870530173</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Aged</topic><topic>Carbon Isotopes - metabolism</topic><topic>glycolytic flux</topic><topic>Humans</topic><topic>hyperpolarized pyruvate</topic><topic>in vivo kinetics</topic><topic>Kinetics</topic><topic>Lactic Acid - metabolism</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Male</topic><topic>metabolic imaging</topic><topic>Middle Aged</topic><topic>Monocarboxylic Acid Transporters - genetics</topic><topic>Monocarboxylic Acid Transporters - metabolism</topic><topic>Neoplasm Grading</topic><topic>Prostatic Neoplasms - diagnostic imaging</topic><topic>Prostatic Neoplasms - metabolism</topic><topic>PTEN Phosphohydrolase - genetics</topic><topic>PTEN Phosphohydrolase - metabolism</topic><topic>Pyruvic Acid - metabolism</topic><topic>Reproducibility of Results</topic><topic>RNA-Seq</topic><topic>Symporters - genetics</topic><topic>Symporters - metabolism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Granlund, Kristin L.</creatorcontrib><creatorcontrib>Tee, Sui-Seng</creatorcontrib><creatorcontrib>Vargas, Hebert A.</creatorcontrib><creatorcontrib>Lyashchenko, Serge K.</creatorcontrib><creatorcontrib>Reznik, Ed</creatorcontrib><creatorcontrib>Fine, Samson</creatorcontrib><creatorcontrib>Laudone, Vincent</creatorcontrib><creatorcontrib>Eastham, James A.</creatorcontrib><creatorcontrib>Touijer, Karim A.</creatorcontrib><creatorcontrib>Reuter, Victor E.</creatorcontrib><creatorcontrib>Gonen, Mithat</creatorcontrib><creatorcontrib>Sosa, Ramon E.</creatorcontrib><creatorcontrib>Nicholson, Duane</creatorcontrib><creatorcontrib>Guo, YanWei W.</creatorcontrib><creatorcontrib>Chen, Albert P.</creatorcontrib><creatorcontrib>Tropp, James</creatorcontrib><creatorcontrib>Robb, Fraser</creatorcontrib><creatorcontrib>Hricak, Hedvig</creatorcontrib><creatorcontrib>Keshari, Kayvan R.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cell metabolism</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Granlund, Kristin L.</au><au>Tee, Sui-Seng</au><au>Vargas, Hebert A.</au><au>Lyashchenko, Serge K.</au><au>Reznik, Ed</au><au>Fine, Samson</au><au>Laudone, Vincent</au><au>Eastham, James A.</au><au>Touijer, Karim A.</au><au>Reuter, Victor E.</au><au>Gonen, Mithat</au><au>Sosa, Ramon E.</au><au>Nicholson, Duane</au><au>Guo, YanWei W.</au><au>Chen, Albert P.</au><au>Tropp, James</au><au>Robb, Fraser</au><au>Hricak, Hedvig</au><au>Keshari, Kayvan R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Hyperpolarized MRI of Human Prostate Cancer Reveals Increased Lactate with Tumor Grade Driven by Monocarboxylate Transporter 1</atitle><jtitle>Cell metabolism</jtitle><addtitle>Cell Metab</addtitle><date>2020-01-07</date><risdate>2020</risdate><volume>31</volume><issue>1</issue><spage>105</spage><epage>114.e3</epage><pages>105-114.e3</pages><issn>1550-4131</issn><eissn>1932-7420</eissn><abstract>Metabolic imaging using hyperpolarized magnetic resonance can increase the sensitivity of MRI, though its ability to inform on relevant changes to biochemistry in humans remains unclear. In this work, we image pyruvate metabolism in patients, assessing the reproducibility of delivery and conversion in the setting of primary prostate cancer. We show that the time to max of pyruvate does not vary significantly within patients undergoing two separate injections or across patients. Furthermore, we show that lactate increases with Gleason grade. RNA sequencing data demonstrate a significant increase in the predominant pyruvate uptake transporter, monocarboxylate transporter 1. Increased protein expression was also observed in regions of high lactate signal, implicating it as the driver of lactate signal in vivo. Targeted DNA sequencing for actionable mutations revealed the highest lactate occurred in patients with PTEN loss. This work identifies a potential link between actionable genomic alterations and metabolic information derived from hyperpolarized pyruvate MRI.
[Display omitted]
•HP pyruvate can be safely infused multiple times and measures reproducible kinetics•Tumors with increased Gleason grades had increased levels of hyperpolarized lactate•Regions of high HP lactate correlated with elevated monocarboxylate transporter 1•Conversion of HP pyruvate to lactate was increased in tumors with loss of PTEN
Non-invasive tools are needed to reveal metabolic phenomena in humans. In this translational study, Granlund et al. utilize metabolic imaging to interrogate prostate cancer, finding a mechanistic link between increased metabolism and tumor grade. Thus, real-time metabolic imaging in humans can not only provide clinically relevant tools but also uncover new biology.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>31564440</pmid><doi>10.1016/j.cmet.2019.08.024</doi><oa>free_for_read</oa></addata></record> |
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subjects | Aged Carbon Isotopes - metabolism glycolytic flux Humans hyperpolarized pyruvate in vivo kinetics Kinetics Lactic Acid - metabolism Magnetic Resonance Imaging - methods Male metabolic imaging Middle Aged Monocarboxylic Acid Transporters - genetics Monocarboxylic Acid Transporters - metabolism Neoplasm Grading Prostatic Neoplasms - diagnostic imaging Prostatic Neoplasms - metabolism PTEN Phosphohydrolase - genetics PTEN Phosphohydrolase - metabolism Pyruvic Acid - metabolism Reproducibility of Results RNA-Seq Symporters - genetics Symporters - metabolism |
title | Hyperpolarized MRI of Human Prostate Cancer Reveals Increased Lactate with Tumor Grade Driven by Monocarboxylate Transporter 1 |
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