Virus-based immunotherapies to transform the fight against cancers and infectious diseases. March 21, 2018 FY Results 2017 & Business update

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Virus-based immunotherapies to transform the fight against cancers and infectious diseases March 21, 2018 FY Results 2017 & Business update

Disclaimer This presentation contains forward-looking statements, which are subject to numerous risks and uncertainties, which could cause actual results to differ materially from those anticipated. There can be no guarantee that (i) the results of pre-clinical work and prior clinical trials will be predictive of the results of the clinical trials currently under way, (ii) regulatory authorities will agree with the Company s further development plans for its therapies, or (iii) the Company will find development and commercialization partners for its therapies in a timely manner and on satisfactory terms and conditions, if at all. The occurrence of any of these risks could have a significant negative outcome for the Company s activities, perspectives, financial situation, results and development. For a discussion of risks and uncertainties which could cause the Company's actual results, financial condition, performance or achievements to differ from those contained in the forward-looking statements, please refer to the Risk Factors ( Facteurs de Risques ) section of the Document de Référence, available on the AMF website (http://www.amf-france.org) or on Transgene s website (www.transgene.fr). Forward-looking statements speak only as of the date on which they are made and Transgene undertakes no obligation to update these forwardlooking statements, even if new information becomes available in the future. 2

Transgene Poised to play a key role in immunotherapy A pioneer in developing viral vector-based immunotherapies Focus on cancers and infectious diseases: High level of unmet medical need New treatments leave significant opportunities 2 Cutting-edge immunotherapy platforms Therapeutic vaccines Oncolytic viruses 5 Immunotherapy products in clinical trials focus on combination regimens 3

Cutting-edge molecular virology applied to Immuno-Oncology Therapeutic vaccines Oncolytic Viruses Broad and sustained anti-tumor response Targeted response against selected TAAs Increase CD4+ and CD8+ T cells Synergies with other therapies Well tolerated Sustained anti-tumor response via immunogenic cell death Increase infiltration of T and NK cells Potential to express anti-cancer weapons in the Tumor Micro Environment (TME) Synergies with other therapies Well tolerated 4

2017 Key achievements across all of our 5 clinical programs Therapeutic vaccines TG4010 lung cancer 1L and 2L* trials in combination with ICIs initiated Clinical collaboration signed with BMS in 1L TG4001 HPV+ head and neck cancer Trial started in combination with avelumab** TG1050 chronic HBV First data reported Trial of T101 initiated in China Oncolytic Viruses Pexa-Vec solid tumors Progress of Phase 3 in HCC 1L Pexa-Vec + nivolumab trial in HCC 1L started Other Pexa-Vec combination trials started or progressed TG6002 First-in-human trial started * Clinical trial supported by UC Davis and BMS ** Clinical trial supported by Merck KGaA and Pfizer 5

2017 Invir.IO TM platform launch Leading the way in multifunctional OVs Transform the fight against cancer Enhanced modulation of the tumor microenvironment (TME) Insert a range of transgenes that will be expressed in the TME Combine multiple anticancer mechanisms of action in one therapeutic Leverage our powerful proprietary large capacity Vaccinia virus Designing the next generation of multifunctional oncolytic viruses 10 preclinical candidates in development 6

2017 Research collaborations based on broad OV expertise Application of viral vectors technology to the design of multifunctional OVs Two collaborative developments signed Access to proprietary immunotherapy payloads that will be vectorized in Transgene s OVs Design novel multifunctional OVs with the potential to improve tolerability and be more efficacious that the combination of separate agents Application of viral vectors technology to the engineering of allogenic CAR-T Evaluate and select innovative vectors for targeted modification of T cells (UCART-19) Simpler, faster and more effective preparation methods Evolve towards multiple deletion beyond TCR, or insertion 7

9 clinical trials to readout in 2018 Product THERAPEUTIC VACCINES Indication Preclinical Clinical Phase 1 2 3 TG4010 TG4001 TG1050 Non-small cell lung cancer stage 4 1 st line Non-small cell lung cancer stage 4 2 nd line Non-small cell lung cancer Recurrent HPV-positive head and neck cancers Chronic hepatitis B + nivolumab (ICI) + CT + nivolumab (ICI) Neo-adjuvant (translational) + avelumab (ICI) + antiviral ONCOLYTIC VIRUSES Pexa-Vec* TG6002 Advanced HCC 1 st line (PHOCUS) Advanced HCC 1 st line Other solid tumors Sarcoma Breast cancer Solid tumors Recurrent glioblastoma + sorafenib + nivolumab (ICI) + ipilimumab (ICI) + cyclophosphamide Neo-adjuvant (translational) Ongoing FPI < 3 months Readout 2018 * Transgene has commercial rights to Pexa-Vec in Europe and additional selected countries. SillaJen has a co-promote option in five European countries. 8

TG4010 in non-small cell lung cancer (NSCLC) Clinical development update

Lung cancer Better therapeutic options still needed for non-responders (ICIs) Dismal prognosis at late stage Need to increase response rate and OS Min. 350 K patients 1L* Min. 270 K patients 2L* First-line therapy Pembrolizumab registered in 2016 for patients whose tumor cells express high levels of PD-L1 ( 50 %) in 2017 for all patients, in combination with pemetrexed/ carboplatin CT (USA) Second-line therapy Several anti PD-1/PD-L1 registered since 2015 (Nivolumab) Still a strong need as a majority of patients do not respond to ICIs *Source: US, EU, JP, Globocan, Company estimates 10

TG4010 Clinical development plan (non sq. NSCLC) Positive results from 1 st line trial would put us in a strong competitive position NSCLC - 1 st line patients with no or low level of PD-L1 expression TG4010 + chemotherapy + PD-1 Inhibitor (nivolumab) Multi-center Phase 2 trial in US and Europe BMS to supply nivolumab Sponsor: Transgene US FDA IND approval granted (Sept. 2017) First patient treated in January 2018 First data expected in 2H 2018 NSCLC - 2 nd line TG4010 + PD-1 Inhibitor (nivolumab) Multi-center Phase 2 trial in the US PI: Dr. Karen Kelly Sponsor: UC Davis BMS to supply nivolumab First data expected 2H 2018 11

TG4001 & TG1050 therapeutic vaccines Clinical updates

TG4001 & TG1050 Ongoing trials to deliver results in 2018 TG4001 HPV+ head & neck cancer Clinical collaboration with Merck/Pfizer, supply of avelumab (ICI) TG1050 Chronic hepatitis B First part of the results featured at the AASLD (October 2017) Phase 1b/2 trial PI: Prof. Christophe Le Tourneau (Institut Curie, Paris) Sponsor: Transgene First patient treated in September 2017; several sites recruiting First results expected in 2H 2018 Phase 1b trial Primary endpoint met: good safety profile confirmed - single and multiple doses Sponsor: Transgene Full results available in 2H 2018 Initiation of a clinical study in China in January 2018, assessing T101* * T101 is a therapeutic vaccine expressing the same patented suite of antigens as TG1050 13

Oncolytic Viruses Pioneered by Transgene A new and highly promising therapeutic class in the fight against cancer. Transgene leading the development of multifunctional OVs for the enhanced modulation of the TME via a single therapeutic.

Oncolytic viruses (OVs) An attractive therapeutic family Rapidly growing interest from big Pharma in this exciting therapeutic approach One approved product (HSV strain) - Amgen Most players are still working on preclinical/early clinical stage projects These are mainly working on the oncolytic properties of the virus and are underestimating the need to modulate the TME There s interest from Big Pharma in this field. There is a growing view that oncolytic viruses could have potential in making checkpoint inhibitors, like Keytruda and other drugs, work better. January 2018 Malcolm McColl Managing Director, Viralytics Bloomberg, 1 March 2018 15

Oncolytic viruses Attack tumors on several fronts Tumor cell lysis induced after specific viral replication in tumor cells ❶ ❷ Immunogenic cell death, proinflammatory response, and induction of both innate & adaptive immune responses ❸ Local release of active payload in the TME Suitable for either IT or IV routes «Warming up» of the tumor 16

Oncolytic viruses Towards enhanced TME modulation FUTURE GENERATIONS Innovative content Imlygic/T-Vec, Pexa-Vec Oncolytic activity Local (IT) administration Indirect immune stimulation, via non-specific immune modulators (e.g. GM-CSF) NEW GENERATION TG6002 Oncolytic activity Systemic (IV) administration Better tumor selectivity (double gene deletion) Additional functionality - targeted chemotherapy Oncolytic activity Systemic (IV) administration Better tumor selectivity (double gene deletion) Armed immune modulators expressed in tumor microenvironment Time to market 17

Pexa-Vec Targeting solid tumors Replicative Vaccinia Virus expressing GM-CSF

Pexa-Vec Lead oncolytic virus Ongoing pivotal Phase 3 trial in HCC 1L SillaJen responsible for conducting Phase 3 trial Transgene own all rights for its territory Transgene s remaining funding obligation amounts to $1.5 million for the costs of this trial Global clinical development plan HCC 1L Global Phase 3 trial Combination Phase 2 trial conducted by Transgene Other solid tumors 3 exploratory Phase 2 trials conducted by Transgene 2 exploratory Phase 1 trials led by SillaJen (RCC 2L, CRC 2L/3L) Transgene owns development and commercialization rights in Europe Licensor: SillaJen (KOSDAQ: 215600) 19

Pexa-Vec Large unmet medical need in HCC Dismal prognosis Better therapeutic options needed 25,000 eligible patients in Europe* First-line therapy Sorafenib is currently the only approved product - modest activity ORR: 2% ; median OS: 10.7 months Nivolumab could become a new therapeutic option: Promising activity in Phase 3 (still ongoing) Second-line therapy Regorafenib ORR: 10%; median OS: 10.6 months Nivolumab recently approved by FDA ORR: 18%; median OS: 15.6 months * Source: Globocan, Company estimates 20

Pexa-Vec Clinical development plan in HCC - 1 st line Pivotal Phase 3 and combination Phase 2 Position Pexa-Vec with current and future standard of care Advanced HCC 1 st line Pexa-Vec + sorafenib Multi-center Phase 3 trial in Europe, US, Asia Randomized, two-arm trial Ongoing recruitment First data (efficacy vs SoC) expected in 2019 Conducted by Advanced HCC 1 st line Pexa-Vec + Opdivo (nivolumab) Multi-center Phase 1/2 trial in France, Italy, US Open-label, single-arm trial 1 st patient dosed in July 2017 Efficacy data expected in 2H 2018 Sponsor 21

Pexa-Vec Exploratory clinical trials to deliver results in 2018 Led by Transgene in Europe Solid tumors Pexa-Vec + Yervoy (ipilimumab) Centre Léon Bérard (France), sponsor of the trial 1 st patient dosed in February 2017 Breast cancer STS Pexa-Vec + cyclophosphamide Institut Bergonié (France), sponsor of the trial 1 st patient dosed in April 2017 Financial support from INCa Solid tumors Pexa-Vec neo-adjuvant (translational) Leeds University (UK), sponsor of the trial Enrolment completed (8 patients) Ongoing generation of data (IV administration and MoA) All 3 trials to deliver data readout in 2018 22

TG6002 Advanced OV already in the clinic 100% owned by Transgene Viral oncolysis + local production of chemotherapy Additional functionality with chemotherapy FCU1 gene Prodrug 5-FC Prodrug activating enzyme Cytotoxic drug 5-FU Cell death Glioblastoma First-in-human Single-center Phase 1 trial IV administration Sponsor: AP-HP First patient treated in Oct. 2017 First data expected in 2H 2018 Gastro-intestinal adenocarcinoma Multi-center Phase 1 trial IV administration Sponsor: Transgene First IND filed 23

Engineering multifunctional oncolytic viruses Based on large capacity Vaccinia Virus

Invir.IO TM Attack tumors on several fronts Combines several MoAs ❶ Tumor cell lysis induced after specific viral replication in tumor cells ❷ Immunogenic cell death ❸ Local release of active payload in the TME Enhanced modulation of TME Favoring tumor infiltration Unlocking local immunosuppression Proinflammatory response, and induction of both immune innate & adaptive responses Degradation of immunosuppressive metabolites and cells in the TME Better release of tumor Ags, and of related immunostimulatory molecules 25

Invir.IO Engineer multifunctional oncolytic viruses To modulate the tumor micro-environment Proprietary virus Anti-cancer Weapons TG collections + Oncolytic activity Immunogenic properties Tumor targeting from the IV route ICIs (Mabs/SdAbs) Enzymes Ligands Chemokines Cytokines Restore T-cell/tumor interaction Depletion of Tregs Depletion of immuno-suppressive metabolites Activate immunological pathway Favor infiltration of CD8-T cells and/or DCs Proliferation of NK, B, and T cells (not Tregs) Induction of memory CD8 + -T cells Proprietary and collaborative developments 26

Transgene well positioned to establish leadership in the OV field Mature assets to deliver significant clinical results in 2018 #Combination x Novel Invir.IO TM platform to design next-generation virotherapies #Multifunctional Treatment Pexa-Vec: Only OV product in an ongoing-phase 3 other than Imlygic Strategic Phase 2 trial in HCC in combination with nivolumab TG6002: ambitious clinical development plan progressing Next-generation OV, an alternative to improve efficacy of IO treatments for patients and reduce safety events OVs = 2/3 of Transgene s R&D effort in 2018 Differentiated viral vector platform 10 candidates in preclinical evaluation First product expected to enter the clinic in 2019 Multiple high-value opportunities for Transgene 27

2017 Financial results Jean-Philippe DEL VP Finance

Key Figures Cash and cash equivalents 75m 50m 41.4 million in cash and cash equivalents at year end 2017 25m 56.2m 28.1m 13.3m 41.4m 28.1 million of cash burn compared with 30.6 million in 2016, excluding capital increase ( 13.3m of net proceeds) zero Cash at 2016 Year end Cash BURN 2017 New financing 2017 Cash at 2017 Year end 29

P&L in million 2017 2016 Var. Revenue 8.1 10.3 (2.1) Research and development expenses (30.4) (26.4) (4.0) General and administrative expenses (5.7) (6.2) 0.5 Other expenses (0.2) (0.3) 0.1 Net operating expenses (36.2) (33.0) (3.2) Operating loss (28.1) (22.7) (5.4) Interest expenses, net (2.3) (0.6) 1.7 Income from equity consolidated expenses (1.9) (0.9) 1.0 Net loss (32.3) (24.2) 8.1 Net loss from discontinued operations - (1.0) 1.0 Total Net loss (32.3) (25.2) 7.1 Net loss per share (in ) (0.52) (0.45) (0.07) R&D expenses are controlled despite accelerating our development plan, starting numerous clinical trials, and a planned milestone payment to SillaJen of 3.8 M G&A expenses included 3.0 M in 2017 employee costs versus 3.8 M in 2016 Interest expenses notably included: bank accrued interests on the EIB loan ( 0.8 M in 2017 vs 0.4 M in 2016) 30

Revenue 8.1 million in revenue compared with 10.3 million in 2016 In million 2017 2016 1 Revenue from collaborative and licensing agreements 2.1 2.3 2 Government financing for research expenditures 5.4 6.4 3 Other revenue 0.6 1.6 Revenue 8.1 10.3 1 R&D Services: 0.9 million vs. 0.5 million in 2016 Licenses: 1.2 million vs. 1.8 million in 2016 2 Research tax credit: 5.4 million vs. 6.3 million in 2016 Subsidies: below 0.01 million vs. 0.1 million in 2015 3 Final cost of restructuring : positive impact of 0.4 million in 2017 Capital increase of JV Tasly : 1.2 million in 2016 31

R&D expenses 30.4 million in R&D expenses compared with 26.4 million in 2016 In million 2017 2016 D % 1 Staff costs 11.1 10.8 +3% Share-based payments 0.3 0.1 +58% 2 External IP and licensing costs 4.8 1.1 +325% External expenses on clinical projects 7.0 7.0 +1% External expenses on other projects 1.5 1.8-14% Operating expenses 3.9 4.1-5% Depreciation and amortization 1.8 1.5 +19% R&D expenses 30.4 26.4 +15% 1 Staff costs +3% Stability in FTEs in R&D (117 FTEs, 87% of total FTEs) 2 External IP and License costs +325% License: Milestone payment to Sillajen for 3.8 million for FPI in Phocus trial 32

Guidance 2018 Transgene expects its cash burn for 2018 to be comparable to 2017. The Company has financial visibility until mid-2019. 33

Outlook On track to deliver multiple value-enhancing clinical data readouts and preclinical milestones

Significant anticipated value-creating news flow Clinical readout expected on 9 trials in 2018 # trials to readout in 2018 TG4010 Lung cancer (NSCLC) First Phase 2 (1 st line and 2 nd line) in H2 2018 2 TG4001 HPV+ head & neck cancer (SCCHN) First Phase 2 data in 2H 2018 1 TG1050 Pexa-Vec Chronic hepatitis B (HBV) Full Phase 1b data in 2H 2018 Liver cancer (HCC) Phase 2 efficacy data (Pexa-Vec + nivolumab) in 2H 2018 + Other Phase 2 to readout in 2018 1 4 TG6002 Glioblastoma First Phase 1 data 2H 2018 1 Invir.IO 10 constructs being evaluated First candidate OV to enter the clinic in 2019 35

We would like to thank patients, clinicians and support personnel for their commitment to the fight against severe diseases 36

Thanks for your attention Q&A

Contact Lucie Larguier Director Corporate Communication and Investor Relations +33 3 88 27 91 04 / +33 6 76 24 72 27 larguier@transgene.fr / investorrelations@transgene.fr @TransgeneSA Transgene 400 Boulevard Gonthier d Andernach - Parc d Innovation - CS80166 67405 Illkirch Graffenstaden Cedex France Tél.: + 33 (0)3 88 27 91 21 www.transgene.fr

Appendices

Balance sheet In million 2017 2016 D Cash, cash equivalents and other financial assets 41.4 56.2-14.8 Other current assets 17.4 17.8-0.4 Non current assets 42.1 48.9-6.8 Assets 100.9 122.9-22.0 In million 2017 2016 D Current liabilities 16.9 19.9-3.0 Non current liabilities 55.9 56.5-0.6 Liabilities 72.8 76.4-3.6 Equity 28.1 46.5-18.4 Liabilities & Equity 100.9 122.9-22.0 40

Cash Flow Statement In million 2017 2016 D Cash used in operating activities before change in working capital (26.9) (24.4) (2.5) Change in working capital (8.5) (9.2) 0.7 Cash used in operating activities (35.4) (33.6) (1.8) Cash generated from investing activities (0.4) (2.1) 1.7 Cash generated from financing activities 21.0 60.2 (39.2) Cash burn (14.8) 24.5 (39.3) Cash burn (excluding capital increase & loan) (28.1) (30.6) 2.5 Cash & cash equivalents, at year end 41.4 56.2 (14.8) 41