Richard Colonno Executive Vice President and Chief Scientific Officer of Virology Operations

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Targeting HBV Core Protein to Clear Infection and Achieve Higher Cure Rates Richard Colonno Executive Vice President and Chief Scientific Officer of Virology Operations 1

CAUTIONARY NOTE REGARDING FORWARD- LOOKING STATEMENTS The information in this presentation contains estimates and other forward-looking statements regarding future events, including statements about the clinical and therapeutic potential of core inhibitors, including ABI-H0731, ABI-H2158 and ABI-H3733, Assembly s development programs, the initiation, progress and results of Assembly s ongoing and planned clinical and nonclinical studies and the timing of these events. Certain forward-looking statements may be identified by reference to a future period or periods or by use of forward-looking terminology such as designed, forecast, believe, planned, initiate, potential, anticipated, or expected. Such forward-looking statements, which we intend to be covered by the safe harbor provisions contained in Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, are just predictions and are subject to risks and uncertainties that could cause the actual events or results to differ materially. These risks and uncertainties include, among others: outcomes of nonclinical testing and clinical trials are uncertain; results of earlier nonclinical studies and clinical trials may not be predictive of future clinical trial results; the components, timing, patient enrollment and completion rates, cost and results of clinical trials and other development activities involving our product candidates; and our estimates regarding our capital requirements, and our need for future capital. These and other potential risks and uncertainties that could cause actual results to differ from the results predicted are more fully detailed under the heading Risk Factors in our Annual Report on Form 10-K for the year ended December 31, 2017 and our Quarterly Report on Form 10-Q for the quarter ended September 30, 2018, each filed with the Securities and Exchange Commission (the SEC ) and any additional reports filed with the SEC following the date of this presentation. It is not possible for Assembly Biosciences management to predict all risks nor can we assess the impact of all factors on our business or the extent to which any factor, or combination of factors, may cause actual results to differ materially from those contained in any forward-looking statements we may make. In light of these risks, uncertainties and assumptions, the forward-looking events and circumstances discussed in this presentation may not occur and actual results could differ materially and adversely from those anticipated. 23

NUCS FAIL TO FULLY SUPPRESS VIRAL REPLICATION Patients With HBV DNA Target Detected (%) 100 90 80 70 60 50 40 30 20 10 0 TDF Clinical Studies 102 (HBeAg Pos) and 103 (HBeAg Neg) HBeAg+ HBeAg- 2 3 4 5 Treatment Years Reductions in HBsAg alone are insufficient, as the immune system fails to eliminate low-level persistent infection Numerous long-term Nuc-treated patients with low HBsAg levels continue to have detectable HBV DNA and fail to seroconvert HBeAg Pos. Patient Treatment Treatment Years HBsAg IU/mL Cure is not possible if viral infection persists HBV DNA (copy/ml) 003 ADV/LVD 5 6.6 1,530 016 LVD/ADV/IFN 13 3.8 1,040 019 LVD/ADV/ETV/TDF 6.5 4.7 1,840 024 IFN 1 0.6 188 ADV = adefovir dipivoxil; IFN = interferon; LVD = lamivudine; TDF = tenofovir disoproxil fumarate. 1. Marcellin P, et al. AASLD Poster 1861 (2014). 2. Huang, Q, et al. collaborative study in progress.(2018). 3

NUCS REDUCE VIRUS LEVELS BUT FAIL TO PREVENT cccdna ESTABLISHMENT Conversion of pgrna into rcdna Maturation & Release of virus Core Polymerase Pregenomic RNA (pgrna) Relaxed Circular DNA (rcdna) Covalently Closed Circular DNA (cccdna) Polymerase Inhibitors Prevent conversion of pgrna to rcdna Fail to eliminate 100% of virus No effect on incoming virus or generation of cccdna Minimal effect on cccdna pools 2018 Assembly Biosciences, Inc. 4

CORE INHIBITORS BLOCK VIRAL REPLICATION AND cccdna ESTABLISHMENT Conversion of rcdna to cccdna Packaging of pgrna into nucleocapsids Core Polymerase Core Inhibitors Inhibit both production of new virus and trafficking of incoming nucleocapsid to nucleus Unlike Nucs, block establishment of cccdna Trafficking to nucleus Pregenomic RNA (pgrna) Relaxed Circular DNA (rcdna) Potential to be synergistic with Nuc polymerase inhibition Covalently Closed Circular DNA (cccdna) 2018 Assembly Biosciences, Inc. 5

CORE INHIBITORS REDUCE KEY SURROGATE MARKERS FOR cccdna 140 120 100 Nuc (ETV) Treatment 3 Hours After Infection Infection of Primary Human Hepatocytes 140 120 100 Core Inhibitor (2158) Treatment 3 Hours After Infection Control (%) 80 60 Surrogate Markers of cccdna Control (%) 80 60 40 40 20 Suppression of viral DNA 0 0.001 0.01 0.1 1 10 Concentration (µm) 20 0 0.001 0.01 0.1 1 10 Concentration (µm) Viral DNA HBeAg HBsAg pgrna Viral DNA HBeAg HBsAg pgrna Huang Q, et al. AASLD Poster 922 2017. 6

BOTTOM LINE CORE INHIBITORS ARE MORE EFFECTIVE ANTIVIRALS HepAD38 Intracellular Viral Load Percentage of Control (Viral DNA) 100 75 50 25 0 Nuc (ETV) Core Inhibitor (2158) Nuc+Core Inhibitor (ETV+2158) 0.1 1 10 100 1000 Multiple of EC 50 HBV DNA (copies/µl) 10 7 10 6 10 5 10 4 10 3 10 2 HepAD38 Intracellular Viral Load Nuc (ETV) Core Inhibitor (2158) Nuc+Core Inhibitor (ETV+2158) 0.1 1 10 100 1000 Cell Background Level Multiple of EC 50 EC 50 = Effective Concentration yielding a 50% reduction in activity. 7

ASMB HBV CORE INHIBITOR PROGRAM PORTFOLIO Novel Molecules With Distinct Chemical Scaffolds Discovered at Assembly Biosciences Drug Candidate Discovery Optimization /Selection IND Enabling Phase 1a Phase 1b Phase 2 Phase 3 NDA ABI-H0731 ABI-H2158 ABI-H3733 IND = Investigational New Drug Application; NDA = New Drug Application. 8

ABI-H0731 REDUCTIONS IN HBV DNA & RNA LEVELS Dose response, and near-equivalent maximum reductions of up to 4 logs for top two doses tested (300 and 400 mg) The 300 mg dose in combination with Nuc therapy chosen for ongoing Phase 2 studies Mean Max HBV DNA/RNA Change from Baseline (Log 10 ) -0.5 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 HBV DNA: HBeAg Pos and Neg Patients 300 mg RNA 300 mg DNA Placebo DNA 0 5 10 15 20 25 30 Yuen, MF, et al. AASLD 2018. Treatment (days) 300 mg QD Change from Baseline Patients HBeAg Pos HBeAg Neg Marker Log 10 DNA (IU/mL) Log 10 RNA (copies/µl) N 6 6 Mean (Range) 2.9 (1.8-3.9) 2.0 (1.7 2.6) *Excludes HBeAg patient with Baseline resistance N 4 Mean (Range) 2.5* (0.8-4.1) 1 1.3 Mechanism-based reduction in viral RNA levels by Core inhibitors is a differentiating feature vs. Nuc-based therapy 9

HBV CURE: CLINICAL COMPONENTS Expected Treatment Components to Achieve Cure Elimination of Viral Load and Inhibition of cccdna Formation Decay of Existing cccdna Pools and/or Infected Cells Significant decreases in cccdna surrogate markers: HBsAg, HBeAg & pgrna Treatment Continuation Consolidation period to completely eliminate virus and infected cells No Relapse Off Therapy No viral relapse following termination of therapy 10

PHASE 2A STUDY STRATEGY AND DESIGNS Elimination of Viral Load Decay of cccdna/ Infected Cells Treatment Consolidation No Relapse Off Therapy Viral Load Study 202 Patient population: Nuc-naive, HBeAg pos 0.5 mg ETV + 300 mg ABI-H0731 0.5 mg ETV + Placebo Viral Antigen POC Study 201 Patient population: nuc-suppressed, HBeAg pos, HBeAg neg (under amendment) Continued Nuc + 300 mg ABI-H0731 Continued Nuc + Placebo Goal: Demonstrate significant improvement in speed and depth of viral load reduction Goal: Demonstrate significant decreases in cccdna surrogate markers Initial Data Expected H1 2019 0 Time (months) 6 HBeAg = hepatitis B e antigen; POC = proof of concept. 11

COMBO THERAPY POTENTIALLY DRIVES SUSTAINED SUPPRESSION Elimination of Viral Load Decay of cccdna/ Infected Cells Treatment Consolidation No Relapse Off Therapy Goal: Demonstrate significant decreases in cccdna surrogate markers (HBsAg and HBeAg) Nuc-Suppressed 45 HBeAg Pos 25 HBeAg Neg Nuc-Naive Patients 24 HBeAg Pos SOC Nuc + Placebo vs. SOC Nuc + 300 mg 731 SOC ETV + Placebo vs. SOC ETV + 300 mg 731 Open-label Extension Study 211 SOC Nuc + 300 mg 731 Proof of Concept 0 Time (months) 6 9 12 SOC = standard of care. 12

PORTFOLIO OF POTENT CORE INHIBITORS Parameters ABI-H2158 ABI-H3733 AD38 VL EC 50 (nm) HC9AT HBeAg EC 50 (nm) PHH VL EC 50 (nm) PHH HBeAg EC 50 (nm) 22 5 400 43 23 12 170 61 ASMB Core Inhibitors ABI-H0731, ABI-H2158 and ABI-H3733 represent distinct and proprietary chemical scaffolds, exhibit balance of potency AND favorable drug-like properties HepG2-NTCP cccdna Generation (Southern Blot) ABI-H3733 ABI-H2158 Control 1,000 nm ETV 41 Core inhibitor (nm) 123 ABI-H2158 370 1,111 3,333 10,000 ABI-H3733 EC 50 334 125 13

ASMB CORE INHIBITOR PROGRAM SUMMARY To Cure (sustained suppression off therapy): Must eliminate residual virus and cccdna Core Inhibitors: Highly effective antivirals designed to disrupt viral replication at multiple steps AND inhibit the generation of new cccdna ABI-H0731 First Candidate Favorable safety and PK profile enabling QD dosing Potent antiviral efficacy in Phase 1b 28-Day efficacy study in HBV patients 300 mg dose selected for ongoing POC Phase 2a studies Results to be reported 1H19 ABI-H2158 & ABI-H3733 Second & Third Candidates Enhanced potency, while retaining favorable drug-like properties Potent inhibition of cccdna generation in cell culture assays ABI-H2158 Phase 1 study initiated ABI-H3733 IND-enabling studies underway Future combinations regimens of core inhibitors and Nucs may result in More rapid and deeper reduction in viral levels (eradication) Depletion of cccdna levels INCREASED CURE RATES 14

ACKNOWLEDGEMENTS Assembly Biosciences Virology Team Virology Chemistry/DMPK Clinical/Regulatory Qi Huang Dawei Cai Ran Yan Xiang Xu Yi Zhou Alex Mercier Lida Guo Esteban Carabajal Xuman Tang Zin Win Leping Li Simon Haydar Michael Walker Mark Bures Roopa Rai Dongmei Qiang Jack Chu Ray Kauffman Uri Lopatin Katia Alves Sandy Laiw Linda Baher Vivian Huey Eric Ruby Christina Schmidt Na Yu 15