Functional Precision Medicine Provides Clinical Benefit in Advanced Aggressive Hematologic Cancers and Identifies Exceptional Responders

Personalized medicine aims to match the right drug with the right patient by using specific features of the individual patient's tumor. However, current strategies of personalized therapy matching provide treatment opportunities for less than 10% of patients with cancer. A promising method may...

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Veröffentlicht in:Cancer discovery 2022-02, Vol.12 (2), p.372-387
Hauptverfasser: Kornauth, Christoph, Pemovska, Tea, Vladimer, Gregory I, Bayer, Günther, Bergmann, Michael, Eder, Sandra, Eichner, Ruth, Erl, Martin, Esterbauer, Harald, Exner, Ruth, Felsleitner-Hauer, Verena, Forte, Maurizio, Gaiger, Alexander, Geissler, Klaus, Greinix, Hildegard T, Gstöttner, Wolfgang, Hacker, Marcus, Hartmann, Bernd Lorenz, Hauswirth, Alexander W, Heinemann, Tim, Heintel, Daniel, Hoda, Mir Alireza, Hopfinger, Georg, Jaeger, Ulrich, Kazianka, Lukas, Kenner, Lukas, Kiesewetter, Barbara, Krall, Nikolaus, Krajnik, Gerhard, Kubicek, Stefan, Le, Trang, Lubowitzki, Simone, Mayerhoefer, Marius E, Menschel, Elisabeth, Merkel, Olaf, Miura, Katsuhiro, Müllauer, Leonhard, Neumeister, Peter, Noesslinger, Thomas, Ocko, Katharina, Öhler, Leopold, Panny, Michael, Pichler, Alexander, Porpaczy, Edit, Prager, Gerald W, Raderer, Markus, Ristl, Robin, Ruckser, Reinhard, Salamon, Julius, Schiefer, Ana-Iris, Schmolke, Ann-Sofie, Schwarzinger, Ilse, Selzer, Edgar, Sillaber, Christian, Skrabs, Cathrin, Sperr, Wolfgang R, Srndic, Ismet, Thalhammer, Renate, Valent, Peter, van der Kouwe, Emiel, Vanura, Katrina, Vogt, Stefan, Waldstein, Cora, Wolf, Dominik, Zielinski, Christoph C, Zojer, Niklas, Simonitsch-Klupp, Ingrid, Superti-Furga, Giulio, Snijder, Berend, Staber, Philipp B
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container_title Cancer discovery
container_volume 12
creator Kornauth, Christoph
Pemovska, Tea
Vladimer, Gregory I
Bayer, Günther
Bergmann, Michael
Eder, Sandra
Eichner, Ruth
Erl, Martin
Esterbauer, Harald
Exner, Ruth
Felsleitner-Hauer, Verena
Forte, Maurizio
Gaiger, Alexander
Geissler, Klaus
Greinix, Hildegard T
Gstöttner, Wolfgang
Hacker, Marcus
Hartmann, Bernd Lorenz
Hauswirth, Alexander W
Heinemann, Tim
Heintel, Daniel
Hoda, Mir Alireza
Hopfinger, Georg
Jaeger, Ulrich
Kazianka, Lukas
Kenner, Lukas
Kiesewetter, Barbara
Krall, Nikolaus
Krajnik, Gerhard
Kubicek, Stefan
Le, Trang
Lubowitzki, Simone
Mayerhoefer, Marius E
Menschel, Elisabeth
Merkel, Olaf
Miura, Katsuhiro
Müllauer, Leonhard
Neumeister, Peter
Noesslinger, Thomas
Ocko, Katharina
Öhler, Leopold
Panny, Michael
Pichler, Alexander
Porpaczy, Edit
Prager, Gerald W
Raderer, Markus
Ristl, Robin
Ruckser, Reinhard
Salamon, Julius
Schiefer, Ana-Iris
Schmolke, Ann-Sofie
Schwarzinger, Ilse
Selzer, Edgar
Sillaber, Christian
Skrabs, Cathrin
Sperr, Wolfgang R
Srndic, Ismet
Thalhammer, Renate
Valent, Peter
van der Kouwe, Emiel
Vanura, Katrina
Vogt, Stefan
Waldstein, Cora
Wolf, Dominik
Zielinski, Christoph C
Zojer, Niklas
Simonitsch-Klupp, Ingrid
Superti-Furga, Giulio
Snijder, Berend
Staber, Philipp B
description Personalized medicine aims to match the right drug with the right patient by using specific features of the individual patient's tumor. However, current strategies of personalized therapy matching provide treatment opportunities for less than 10% of patients with cancer. A promising method may be drug profiling of patient biopsy specimens with single-cell resolution to directly quantify drug effects. We prospectively tested an image-based single-cell functional precision medicine (scFPM) approach to guide treatments in 143 patients with advanced aggressive hematologic cancers. Fifty-six patients (39%) were treated according to scFPM results. At a median follow-up of 23.9 months, 30 patients (54%) demonstrated a clinical benefit of more than 1.3-fold enhanced progression-free survival compared with their previous therapy. Twelve patients (40% of responders) experienced exceptional responses lasting three times longer than expected for their respective disease. We conclude that therapy matching by scFPM is clinically feasible and effective in advanced aggressive hematologic cancers. SIGNIFICANCE: This is the first precision medicine trial using a functional assay to instruct n-of-one therapies in oncology. It illustrates that for patients lacking standard therapies, high-content assay-based scFPM can have a significant value in clinical therapy guidance based on functional dependencies of each patient's cancer. . .
doi_str_mv 10.1158/2159-8290.CD-21-0538
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However, current strategies of personalized therapy matching provide treatment opportunities for less than 10% of patients with cancer. A promising method may be drug profiling of patient biopsy specimens with single-cell resolution to directly quantify drug effects. We prospectively tested an image-based single-cell functional precision medicine (scFPM) approach to guide treatments in 143 patients with advanced aggressive hematologic cancers. Fifty-six patients (39%) were treated according to scFPM results. At a median follow-up of 23.9 months, 30 patients (54%) demonstrated a clinical benefit of more than 1.3-fold enhanced progression-free survival compared with their previous therapy. Twelve patients (40% of responders) experienced exceptional responses lasting three times longer than expected for their respective disease. We conclude that therapy matching by scFPM is clinically feasible and effective in advanced aggressive hematologic cancers. SIGNIFICANCE: This is the first precision medicine trial using a functional assay to instruct n-of-one therapies in oncology. 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However, current strategies of personalized therapy matching provide treatment opportunities for less than 10% of patients with cancer. A promising method may be drug profiling of patient biopsy specimens with single-cell resolution to directly quantify drug effects. We prospectively tested an image-based single-cell functional precision medicine (scFPM) approach to guide treatments in 143 patients with advanced aggressive hematologic cancers. Fifty-six patients (39%) were treated according to scFPM results. At a median follow-up of 23.9 months, 30 patients (54%) demonstrated a clinical benefit of more than 1.3-fold enhanced progression-free survival compared with their previous therapy. Twelve patients (40% of responders) experienced exceptional responses lasting three times longer than expected for their respective disease. We conclude that therapy matching by scFPM is clinically feasible and effective in advanced aggressive hematologic cancers. SIGNIFICANCE: This is the first precision medicine trial using a functional assay to instruct n-of-one therapies in oncology. It illustrates that for patients lacking standard therapies, high-content assay-based scFPM can have a significant value in clinical therapy guidance based on functional dependencies of each patient's cancer. . .</description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Austria</subject><subject>Cohort Studies</subject><subject>Female</subject><subject>Hematologic Neoplasms - drug therapy</subject><subject>Hematologic Neoplasms - mortality</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Molecular Targeted Therapy</subject><subject>Precision Medicine</subject><subject>Progression-Free Survival</subject><subject>Young 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Precision Medicine Provides Clinical Benefit in Advanced Aggressive Hematologic Cancers and Identifies Exceptional Responders</title><author>Kornauth, Christoph ; Pemovska, Tea ; Vladimer, Gregory I ; Bayer, Günther ; Bergmann, Michael ; Eder, Sandra ; Eichner, Ruth ; Erl, Martin ; Esterbauer, Harald ; Exner, Ruth ; Felsleitner-Hauer, Verena ; Forte, Maurizio ; Gaiger, Alexander ; Geissler, Klaus ; Greinix, Hildegard T ; Gstöttner, Wolfgang ; Hacker, Marcus ; Hartmann, Bernd Lorenz ; Hauswirth, Alexander W ; Heinemann, Tim ; Heintel, Daniel ; Hoda, Mir Alireza ; Hopfinger, Georg ; Jaeger, Ulrich ; Kazianka, Lukas ; Kenner, Lukas ; Kiesewetter, Barbara ; Krall, Nikolaus ; Krajnik, Gerhard ; Kubicek, Stefan ; Le, Trang ; Lubowitzki, Simone ; Mayerhoefer, Marius E ; Menschel, Elisabeth ; Merkel, Olaf ; Miura, Katsuhiro ; Müllauer, Leonhard ; Neumeister, Peter ; Noesslinger, Thomas ; Ocko, Katharina ; Öhler, Leopold ; Panny, Michael ; Pichler, Alexander ; Porpaczy, Edit ; Prager, Gerald W ; Raderer, Markus ; Ristl, Robin ; Ruckser, Reinhard ; Salamon, Julius ; Schiefer, Ana-Iris ; Schmolke, Ann-Sofie ; Schwarzinger, Ilse ; Selzer, Edgar ; Sillaber, Christian ; Skrabs, Cathrin ; Sperr, Wolfgang R ; Srndic, Ismet ; Thalhammer, Renate ; Valent, Peter ; van der Kouwe, Emiel ; Vanura, Katrina ; Vogt, Stefan ; Waldstein, Cora ; Wolf, Dominik ; Zielinski, Christoph C ; Zojer, Niklas ; Simonitsch-Klupp, Ingrid ; Superti-Furga, Giulio ; Snijder, Berend ; Staber, Philipp B</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c459t-75411f43fc764d9074ff1ab29834eacd5f90c4695547089b5a211d49da02be8c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Austria</topic><topic>Cohort Studies</topic><topic>Female</topic><topic>Hematologic Neoplasms - drug therapy</topic><topic>Hematologic Neoplasms - mortality</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Molecular Targeted Therapy</topic><topic>Precision Medicine</topic><topic>Progression-Free Survival</topic><topic>Young Adult</topic><toplevel>online_resources</toplevel><creatorcontrib>Kornauth, Christoph</creatorcontrib><creatorcontrib>Pemovska, Tea</creatorcontrib><creatorcontrib>Vladimer, Gregory I</creatorcontrib><creatorcontrib>Bayer, Günther</creatorcontrib><creatorcontrib>Bergmann, Michael</creatorcontrib><creatorcontrib>Eder, Sandra</creatorcontrib><creatorcontrib>Eichner, Ruth</creatorcontrib><creatorcontrib>Erl, Martin</creatorcontrib><creatorcontrib>Esterbauer, Harald</creatorcontrib><creatorcontrib>Exner, Ruth</creatorcontrib><creatorcontrib>Felsleitner-Hauer, Verena</creatorcontrib><creatorcontrib>Forte, Maurizio</creatorcontrib><creatorcontrib>Gaiger, Alexander</creatorcontrib><creatorcontrib>Geissler, Klaus</creatorcontrib><creatorcontrib>Greinix, Hildegard T</creatorcontrib><creatorcontrib>Gstöttner, Wolfgang</creatorcontrib><creatorcontrib>Hacker, Marcus</creatorcontrib><creatorcontrib>Hartmann, Bernd Lorenz</creatorcontrib><creatorcontrib>Hauswirth, Alexander W</creatorcontrib><creatorcontrib>Heinemann, Tim</creatorcontrib><creatorcontrib>Heintel, Daniel</creatorcontrib><creatorcontrib>Hoda, Mir Alireza</creatorcontrib><creatorcontrib>Hopfinger, Georg</creatorcontrib><creatorcontrib>Jaeger, Ulrich</creatorcontrib><creatorcontrib>Kazianka, Lukas</creatorcontrib><creatorcontrib>Kenner, Lukas</creatorcontrib><creatorcontrib>Kiesewetter, Barbara</creatorcontrib><creatorcontrib>Krall, Nikolaus</creatorcontrib><creatorcontrib>Krajnik, Gerhard</creatorcontrib><creatorcontrib>Kubicek, Stefan</creatorcontrib><creatorcontrib>Le, Trang</creatorcontrib><creatorcontrib>Lubowitzki, Simone</creatorcontrib><creatorcontrib>Mayerhoefer, Marius E</creatorcontrib><creatorcontrib>Menschel, Elisabeth</creatorcontrib><creatorcontrib>Merkel, Olaf</creatorcontrib><creatorcontrib>Miura, Katsuhiro</creatorcontrib><creatorcontrib>Müllauer, Leonhard</creatorcontrib><creatorcontrib>Neumeister, Peter</creatorcontrib><creatorcontrib>Noesslinger, Thomas</creatorcontrib><creatorcontrib>Ocko, Katharina</creatorcontrib><creatorcontrib>Öhler, Leopold</creatorcontrib><creatorcontrib>Panny, Michael</creatorcontrib><creatorcontrib>Pichler, Alexander</creatorcontrib><creatorcontrib>Porpaczy, Edit</creatorcontrib><creatorcontrib>Prager, Gerald W</creatorcontrib><creatorcontrib>Raderer, Markus</creatorcontrib><creatorcontrib>Ristl, Robin</creatorcontrib><creatorcontrib>Ruckser, Reinhard</creatorcontrib><creatorcontrib>Salamon, Julius</creatorcontrib><creatorcontrib>Schiefer, Ana-Iris</creatorcontrib><creatorcontrib>Schmolke, Ann-Sofie</creatorcontrib><creatorcontrib>Schwarzinger, Ilse</creatorcontrib><creatorcontrib>Selzer, Edgar</creatorcontrib><creatorcontrib>Sillaber, Christian</creatorcontrib><creatorcontrib>Skrabs, Cathrin</creatorcontrib><creatorcontrib>Sperr, Wolfgang R</creatorcontrib><creatorcontrib>Srndic, Ismet</creatorcontrib><creatorcontrib>Thalhammer, Renate</creatorcontrib><creatorcontrib>Valent, Peter</creatorcontrib><creatorcontrib>van der Kouwe, Emiel</creatorcontrib><creatorcontrib>Vanura, Katrina</creatorcontrib><creatorcontrib>Vogt, Stefan</creatorcontrib><creatorcontrib>Waldstein, Cora</creatorcontrib><creatorcontrib>Wolf, Dominik</creatorcontrib><creatorcontrib>Zielinski, Christoph C</creatorcontrib><creatorcontrib>Zojer, Niklas</creatorcontrib><creatorcontrib>Simonitsch-Klupp, Ingrid</creatorcontrib><creatorcontrib>Superti-Furga, Giulio</creatorcontrib><creatorcontrib>Snijder, Berend</creatorcontrib><creatorcontrib>Staber, Philipp B</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>Cancer discovery</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kornauth, Christoph</au><au>Pemovska, Tea</au><au>Vladimer, Gregory I</au><au>Bayer, Günther</au><au>Bergmann, Michael</au><au>Eder, Sandra</au><au>Eichner, Ruth</au><au>Erl, Martin</au><au>Esterbauer, Harald</au><au>Exner, Ruth</au><au>Felsleitner-Hauer, Verena</au><au>Forte, Maurizio</au><au>Gaiger, Alexander</au><au>Geissler, Klaus</au><au>Greinix, Hildegard T</au><au>Gstöttner, Wolfgang</au><au>Hacker, Marcus</au><au>Hartmann, Bernd Lorenz</au><au>Hauswirth, Alexander W</au><au>Heinemann, Tim</au><au>Heintel, Daniel</au><au>Hoda, Mir Alireza</au><au>Hopfinger, Georg</au><au>Jaeger, Ulrich</au><au>Kazianka, Lukas</au><au>Kenner, Lukas</au><au>Kiesewetter, Barbara</au><au>Krall, Nikolaus</au><au>Krajnik, Gerhard</au><au>Kubicek, Stefan</au><au>Le, Trang</au><au>Lubowitzki, Simone</au><au>Mayerhoefer, Marius E</au><au>Menschel, Elisabeth</au><au>Merkel, Olaf</au><au>Miura, Katsuhiro</au><au>Müllauer, Leonhard</au><au>Neumeister, Peter</au><au>Noesslinger, Thomas</au><au>Ocko, Katharina</au><au>Öhler, Leopold</au><au>Panny, Michael</au><au>Pichler, Alexander</au><au>Porpaczy, Edit</au><au>Prager, Gerald W</au><au>Raderer, Markus</au><au>Ristl, Robin</au><au>Ruckser, Reinhard</au><au>Salamon, Julius</au><au>Schiefer, Ana-Iris</au><au>Schmolke, Ann-Sofie</au><au>Schwarzinger, Ilse</au><au>Selzer, Edgar</au><au>Sillaber, Christian</au><au>Skrabs, Cathrin</au><au>Sperr, Wolfgang R</au><au>Srndic, Ismet</au><au>Thalhammer, Renate</au><au>Valent, Peter</au><au>van der Kouwe, Emiel</au><au>Vanura, Katrina</au><au>Vogt, Stefan</au><au>Waldstein, Cora</au><au>Wolf, Dominik</au><au>Zielinski, Christoph C</au><au>Zojer, Niklas</au><au>Simonitsch-Klupp, Ingrid</au><au>Superti-Furga, Giulio</au><au>Snijder, Berend</au><au>Staber, Philipp B</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Functional Precision Medicine Provides Clinical Benefit in Advanced Aggressive Hematologic Cancers and Identifies Exceptional Responders</atitle><jtitle>Cancer discovery</jtitle><addtitle>Cancer Discov</addtitle><date>2022-02-01</date><risdate>2022</risdate><volume>12</volume><issue>2</issue><spage>372</spage><epage>387</epage><pages>372-387</pages><issn>2159-8274</issn><eissn>2159-8290</eissn><abstract>Personalized medicine aims to match the right drug with the right patient by using specific features of the individual patient's tumor. However, current strategies of personalized therapy matching provide treatment opportunities for less than 10% of patients with cancer. A promising method may be drug profiling of patient biopsy specimens with single-cell resolution to directly quantify drug effects. We prospectively tested an image-based single-cell functional precision medicine (scFPM) approach to guide treatments in 143 patients with advanced aggressive hematologic cancers. Fifty-six patients (39%) were treated according to scFPM results. At a median follow-up of 23.9 months, 30 patients (54%) demonstrated a clinical benefit of more than 1.3-fold enhanced progression-free survival compared with their previous therapy. Twelve patients (40% of responders) experienced exceptional responses lasting three times longer than expected for their respective disease. We conclude that therapy matching by scFPM is clinically feasible and effective in advanced aggressive hematologic cancers. SIGNIFICANCE: This is the first precision medicine trial using a functional assay to instruct n-of-one therapies in oncology. It illustrates that for patients lacking standard therapies, high-content assay-based scFPM can have a significant value in clinical therapy guidance based on functional dependencies of each patient's cancer. . .</abstract><cop>United States</cop><pub>American Association for Cancer Research</pub><pmid>34635570</pmid><doi>10.1158/2159-8290.CD-21-0538</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0001-7072-5152</orcidid><orcidid>https://orcid.org/0000-0003-4205-7585</orcidid><orcidid>https://orcid.org/0000-0002-2217-4998</orcidid><orcidid>https://orcid.org/0000-0001-8808-1850</orcidid><orcidid>https://orcid.org/0000-0002-3399-078X</orcidid><orcidid>https://orcid.org/0000-0003-3386-6583</orcidid><orcidid>https://orcid.org/0000-0002-4618-789X</orcidid><orcidid>https://orcid.org/0000-0002-2761-5334</orcidid><orcidid>https://orcid.org/0000-0003-0855-8343</orcidid><orcidid>https://orcid.org/0000-0003-2184-1338</orcidid><orcidid>https://orcid.org/0000-0002-5490-2371</orcidid><orcidid>https://orcid.org/0000-0001-8529-1166</orcidid><orcidid>https://orcid.org/0000-0003-2951-4905</orcidid><orcidid>https://orcid.org/0000-0001-8831-3746</orcidid><oa>free_for_read</oa></addata></record>
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subjects Adult
Aged
Aged, 80 and over
Austria
Cohort Studies
Female
Hematologic Neoplasms - drug therapy
Hematologic Neoplasms - mortality
Humans
Male
Middle Aged
Molecular Targeted Therapy
Precision Medicine
Progression-Free Survival
Young Adult
title Functional Precision Medicine Provides Clinical Benefit in Advanced Aggressive Hematologic Cancers and Identifies Exceptional Responders
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