Drug Resistance as a Therapeutic Opportunity

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    MULTITECCHEMICAL & ENGINEERING PROJECTS

    3a Marston Ferry Road Oxford OX2 7EF UK

    [email protected]

    Fax: +44 1865 556737

    Turning Drug Resistance On Its Head Therapeutic Opportunity

    Drug resistance is a major cause of cancer drug failure.

    However where we can turn this resistance on its head it may offer therapeutic

    opportunities. With the intriguing prospect that the more the resistance the moreeffective

    may be our therapeutic response.

    Bacteria are globally emerging resisting all known antibiotics which have helped extend our

    lives and allowed major surgery. Because governments have been slow to step in to protect

    us where pharmaceutical companies have for a number of reasons generally scaled back

    on research for new antibiotic categories, we may be exposed to these infections for a

    number of years before new antibiotic categories are clinically available.

    There are good indications that our methods can be extended to bacteria and major

    modifications under consideration make this more likely. Since clinically accepted drugs can

    be used this can be expected to become quickly and economically available to fill the

    therapeutic gap. Therefore a short preliminary paper is here brought forward.

    mailto:[email protected]:[email protected]
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    Drug Resistance as a Therapeutic Opportunity

    Bernard M. Turner

    SUMMARY

    The wall of resistance to cancer and bacterial drugs may to some extent be an artefact of

    prevailing chemotherapy. This comprehensive adaptive response to drugs is fortunately largely

    selective to cancer and many infectious diseases. Here we show in vitro that this may give us an

    opportunity for a corresponding on-going chemotherapy where the resistance to a drug is used

    to set up the target cells to activate within the cells a subsequently delivered counterdrug.

    This may be of comparable if not more selectivity and efficacy than the drug resisted and can

    sometimes use clinically accepted drugs for a quicker and more economical development as

    well as increase the cost-effectiveness of targeted drugs. Moreover, this may be modified to

    set up conditions favouring the delay or even reversal of resistance to a drug by codosing it

    with the counterdrug. This can be empirical in not necessarily requiring the resistance

    mechanism to be known. The prevailing cancer chemotherapy is becoming increasingly

    unsustainable and bacteria resistant to almost all known antibiotics are globally emerging, so

    that this alternative strategy should be a timely challenge to consider clinically developing and

    extending.

    Major causes of cancer drug failure are drug resistance, toxicity limiting the dosage and metastases.

    A dearth of major new drugs to replace those coming off patents despite a steady rise in R&D

    expenditure1has been attributed to a lack of sufficient innovation.2This with genetic drug

    competition has caught up with the pharmaceutical companies3leading to downsizing, redundancies

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    and a scramble for M&A as well as efforts to reduce the enormous cost and time of drug

    development.4

    Antibiotics have an additional built-in obsolescence (Fig 1) discouraging R&D. For while cancer

    drug resistance terminates with the death of a patient from whatever cause, bacterial drug resistance

    can be cumulative, spreading rapidly horizontally in hospitals and other communities by clonal

    expansion as well as plasmids between bacterial species, accelerated by global travel. This combined

    with the misuse of antibiotics in humans and farm animals and the lack of leadership by governments

    in regulating this and promoting R&D where pharmaceutical companies are lacking is a recipe for

    the global incubation of bacteria now emerging. Resistant to almost all know antibiotics, e.g.

    NDM-1-metallo-beta-lactamase plasmids, know for some thirteen years,5now spreading globally in

    pathogenic bacteria.

    The completion of the Human Genomic Project has given a great impetus to the search for new

    anticancer targets for Ehrlichs magic bullets.6However, this is becoming increasingly

    unsustainable with the Wests ageing population as currently emphasised.7Cancer care and

    treatment alone is predicted to bankrupt the UKs NHS by 20258and is causing serious concern in

    USA. There is an increasing clash between biomedical progress and equity yet to be confronted.9

    It would therefore appear timely to pause and consider whether a reorientation of the prevailing trend

    to complexity largely generic diagnostically and therapeutically is possible without sacrificing drug

    efficacy. This article briefly outlines one such alternative approach with in vitro example of each as a

    step towards the end objectives: 1) to overcome drug resistance, 2) use the latter as an opportunity

    for delivering a more effective counterdrug, 3) where possible with clinically accepted drugs for

    quicker and more economical development to the clinical stage equivalent to late-stage drug

    development, 4) more sustainable to the Wests health services financial constraints and 5) more

    accessible to the low-income economies where some 70% of cancer and most infectious diseases

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    occur. 6) Where possible an empirical method for simplicity, economy as well as speed of response

    when used. 7) Adding these advantages to targeted drugs, including those selected by personalized

    cancer treatment to make these more sustainable.8-9

    Drug resistance as a selective target.

    As well as disclosing many new potential drug targets genomic projects have also shown the

    complexity of interacting networks and feed-back loops within10and between11the genomic,

    transcriptional and translational levels and with epigenetics. Blocks one target with a silver [costly]

    magic bullet and alternative pathways resist this restoring the initial or an alternative equilibrium.

    Like squeezing a balloon.12

    This robust13adaptive response is perceived as a wall of resistance. Differing from organismal

    evolution, neoplastic cells revert to asexual, unicellular organisms in expanding clonally. Evolving in

    a time-scale of years and bacteria even of weeks instead of millennia. There are over 200 cancers

    with clonal heterogeneity within each and of course many infectious diseases, with many

    mechanisms of drug resistance. However, in this complexity we should not lose sight that drug

    resistance is fortunatelylargely selective to cancers and infectious organisms and much rarer in

    normal human tissues over shorter time spans and then quite likely epigenetic.

    Since Nature has will but cannot see,14drug resistance may therefore offer us a favourable

    opportunity to set up the target cells to a simpler, wide-spectrum chemotherapy. Based more upon

    this adaptive response than molecular complexity, for comparable if not more efficacy and

    selectively than the drug resisted. As well as increasing the cost-effectiveness of complex targeted

    cancer drugs allowing us to use where possible lower cost, clinically accepted drugs.

    This turns drug resistance on its head in the sense that the more the resistance the more effective can

    be the counterdrug. Depending upon a number of factors including the therapeutic gain (tg) of

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    counterdrug 2 (C.Dr 2) when it is activated by the resistance R1 to C.Dr 2* (Fig 2). Tg is here

    defined as the LD50ratio C.Dr 2*: C.Dr 2.

    Overcoming drug resistance (Fig 2) Cancer.

    A drug 1 (Dr 1) develops or is further induced to develop a resistance R1. This in turn sets up the

    target cell to activate a subsequently delivered C.Dr 2 (prodrug). Since this is of lower toxicity it can

    be dosed at higher concentrations, generating endogenously (or at the cell wall) a higher

    concentration of activated C.Dr 2* than can usually be given and with substantially lower side-

    effects.

    Where the gene induced to express R1 is also widely distributed in evolution this may allow a wide,

    therapeutic spectrum based upon the foregoing specificity. Cytidine deaminase (CD) is one such

    gene in our prototype formulation (Fig 3). With homologies throughout evolution from archaic

    bacteria to humans. As a family of metabolic and activation induced (AID) members15-18which can

    reach a high level of expression in ALL, AML and CML

    19-20

    and often other cancers when

    activated. Deaminating to inactivate the long-established clinical drug 1-beta-D-arabinofuranosyl

    cytosine (AraC) and activating the subsequently delivered, clinically well-established 5-fluocytosine

    to 5-fluorouracil (5FU) (Fig 3). 5FU has only a narrow therapeutic window (TW) difficult to control

    in vivo between effective dose and high toxicity. Where the CD expression developed or further

    induced is high, this can generate endogenously a relatively high 5FU concentration equivalent to

    high dose chemotherapy (HDC) with 5FU 21but with much reduced side effects expected. Which

    may approach a knock-out (KO) dose important to prevent time for further acquired resistance R3

    such as thymine synthase (TS) resistance developing, A modified method of refs22-23is also being

    considered if required to reduce toxicity further and rescue normal host cells.

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    Alveolar lung adenocarcinoma established cell line A549 gave a favourable response in vitro (Fig 3),

    The CD resistance assayed as24increases steeply with multiple doses of 0.5mg/ml (net) AraC, which

    has at this suboptimal dose a reduced toxicity.

    Where a gene such as CD already exists in the human genome, gene transfection by injection into the

    tumours25for selectivity would be unnecessary and miss metastases. Thus the thymidine kinase gene

    in a replication-deficient adenoviral carrier has been transfected into a highly malignant brain glioma

    to sensitize it to gangliovar.26Whereas this cancer and other primary and secondary brain tumours

    would be potentially favourable candidates for the prototype formulation (Fig 3). Since AraC is

    tolerated by the CNS,27the brain has a particularly low background CD28and analogues are under

    consideration to reduce cerebral damage.

    Bacteria

    Serious problems of bacterial antibiotic resistance may also be by-passed by resorting to the

    AraC/5FC formulations or analogues particularly if lower toxic modifications are successful or these

    are incorporated into antibiotic formulations (below).

    Streptococcal and faecal cells were made resistant to a serial dilution of AraC applied x1-2 daily

    mostly in log growth, followed by 1-2 doses of 120 ug/ml 5FC (net) and assayed by a relative

    turbidity (RT) method (Fig 5). Streptococcus showed a marked inverse relationship between RT and

    5FC concentration. 5FC was also under these conditions bacteriocidal to faecal cells, increasing

    linearly with a serial dilution of the AraC administered earlier to set up the cells.

    Methicillin induces beta-lactamase overproducted29in MRSA. This can spread to other bacterial

    species by plasmids and secreted beta-lactamases in infected or absess fluids30. A remarkably wide

    range of beta-lactamases can be induced in resistance31. Counterdrugs to this cephalosporin-3-R2

    derivatives, corelease the substituent R2 upon beta-lactamase cleavage of the beta-lactam bond,

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    usefully also for beta-lactamase assays32. Considering this had a fairly low tg quite satisfactory in

    vitro results were obtained (Fig 6).

    Drug and counterdrug schedules.

    A number were tested in vitro to approach stepwise a KO dose33with cancer or bacterial cells. 1)

    The resistance R1 (Fig 2) may be built up be a succession of doses of Dr 1 to activate one or a few

    doses of C.Dr 2 (Figs 4-6). 2) The cell platform burden reduced stepwise by a succession of Dr 1 and

    C.Dr 2 interspersed with other drugs (Fig 7). 3) Dr 1 and C.Dr 2 can reciprocally set up for each

    other the raising or lowering respectively of R1 (Fig 2). Thus when AraC and 5Fc were closely

    alternated for two successive cycles (Fig 3) over several hours under log growth conditions changing

    the medium at each step, there was a stepwise reduction to 85% bacteriocidal (Fig 8). 4) Of

    particular note formulations intended to delay drug resistance may reach towards a KO for reasons

    suggested below. It will be interesting to see how far these schedules can be adapted to in vivo

    conditions, such as Fig 8 as an effective alternative to HDC of 5FU21by continuous intravenous

    infusion with lower toxicity.34

    Delaying drug resistance (Fig 9).

    The success in codosing two or more HIV antiviral drugs has encouraged extension to anticancer

    drugs with only limited success. However, where R1 and Dr 1 and tg of C.Dr 2 are sufficiently high

    and the C.Dr 2 is codosed with a drug 3 (Dr3), resistance R2 to Dr 3 may be suppressed. For there

    would be a steep rise in C.Dr 2* activity when cell activity resumes as R2 develops. Since this may

    be close to if not at a KO (Fig 10), the target cells may have become trapped between Dr 1 and a

    steeply rising C.Dr 2* activity (to be confirmed). Coupling a C.Dr2 with a Dr3 (Fig 9) may also

    come to have the following advantages for cancer and bacterial applications:-

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    (i) Delays passive cancer or bacteria cells resuming activity and (with cancer) metastasising, (ii) This

    can be empirical, not always requiring Dr 3 resistance R2 mechanism to be identified at least

    initially. (iii) Which may be particularly useful where there are complex resistances e.g. to EGF-R or

    PDGF-R inhibitors or (iv) a rebound of resistant cancer cells after a successful course of treatment or

    (v) against a histologically confirmed cancer metastasis from cancers of unknown primary sites (a

    substantial cause of cancer death). (vi) Where a rapid response by an antibacterial drug to an

    infection is required. e.g. to B.anthracis, haemolytic strains of E.Coli such as 0104:H4, or an initially

    unknown bacterial infection.

    Reversing drug resistance.

    Drug resistance can sometimes be induced (Fig 2) or reversed (Fig 11) across the perceived wal l of

    resistance. Reversed by varying the formulation delaying drug resistance (Fig 9). In either direction

    selecting for minimizing the generation of high tg C.Dr 2* by drug resistance R1 or R2 respectively.

    Thus the resistance of a Streptococcus to penicillin G was reversed by first incubating the bacteria

    with suboptimal concentrations of penicillin G codosed with a full concentration if 5FC, followed by

    assaying penicillin G activity with an optimal dose of penicillin G in fresh medium (Fig 12). The

    reversion of resistance might expect to sometimes overrun weak original drug efficiency, increasing

    this by selecting for e.g. increased drug influx, reduced efflux or even increased conformation of the

    target to Dr 3. Increasing Dr 3 efficacy and widening its useful spectrum (to be confirmed).

    Discussion.

    The perceived wall of resistance and dose limits to cancer drugs may sometimes be overcome and

    this extended to bacteria. Not only as a simpler alternative to prevailing methods but also to seek to

    increase the efficacy of targeted cancer drugs. Where these are selected by personalized cancer

    treatment it may help to increase sustainability which may come to limit application. 8-9

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    For reasons given these methods may be timely to develop quite quickly and economically and

    consider how far they may be adapted to clinical practice. For where we can turn drug resistance on

    its head, the more the resistance the more effective may be the ongoing chemotherapy. Turning the

    resistance we fear to advantage. Rapidly resisting organisms such as HIV and the flu retroviruses,

    malignant melanomas and brain gliomas becoming candidates and antiangeniosis drugs35reaching a

    fuller application.

    Acknowledgments: I thank Mrs P. J. Turner for unstinting and skilled collaboration; Mr J. M.

    Turner for ongoing IT support; Mrs E. M. Kiddle for IT assistance; Mr R. Sharp and Mr A.

    Williams, Gigstream plc, Oxford UK for computer research advice; Mrs J, Collard for assistance

    with photomicrography and photography. Competing interests: Patent applications.

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    15. Laliberte J & Momparler RL. Human cytidine deaminase purification of enzyme, cloning and

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    23. Leyva et al. Phase 1 & Pharmacokinetic studies of High-Dose Uridine intended for rescue from

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    24. Anderson L. et al. Cytidine deaminase essay Arch. Microbiol. 152, 115-118 (1989).

    25. Harris JD, Guttierrez AA, Hurst HC, et al. Gene Therapy for Cancer Using Tumour-specific

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    26. Sandmair AM. et al. Thymidine kinase gene therapy for human glioma Using replication

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    28. HO DHW. Distribution of kinase and deaminase of 1-beta-D-arabino-furanosylctosine in tissues

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    29. Keseru JS, Gal Z, Barabas G.et al. Investigation of beta-lactamases in Clinical Isolates of

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    30. Brook I. Beta-lactamase-producing bacteria and their role in infection. Rev. in Microbology 16,

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    detection and therapy. Antimicrob.Infect.Dis. Newslett. 16, 57-61 (1997).

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    LEGENDS.

    Fig 1. Resistance to antibiotics develops quite rapidly. The beginning of the arrows when a given

    antibiotic was clinically introduced, the tip of the arrow when the first clinical case of

    resistance to it was reported.

    Fig 2. Overcoming drug resistance. When resistance R1 to drug 1 (Dr 1) develops or is further

    induced it activates a subsequently delivered lower toxic counterdrug 2 (prodrug) (C.Dr 2) to

    a cytocidal (or apoptotic) counterdrug 2 (C.Dr 2*).

    Fig 3. Prototype formulation of Fig 2. One or more doses of AraC (Dr 1) are given until resistance

    R1 (cytidine deaminase) resistance develops. 5FC (C.Dr 2) is then added at relatively high

    concentration where it becomes deaminated by R1 to cytocidal 5FU (C, Dr 2*).

    Fig 4. CD resistance to AraC sets up (sensitizes) cancer cells to counterdrug 5FC (Fig 3). Alveolar

    type 2 lung adenocarcinoma cell line A549 dosed daily for 7d with serial dilution of AraC

    changing medium daily. On +8d one dose of 5FC in fresh medium added. Residual cells

    assayed as described in Methods. 1,0125. 3,025. 4,05 g/ml (net) AraC. 2,cells, medium

    only. 5, resistance overcome by 5FC.

    Fig 5. Overcoming bacterial resistance to AraC with counterdrug 5FC (Fig 3).

    A serial dilution of AraC was added daily for four days with reinoculation into fresh medium

    daily. 1,faecal. 3,a Streptococcus. Counterdrug 5FC was then added to 2,faecal and

    4,Streptococcous and assayed by relative turbidity~19h later. Resistance overcome by the

    5FC to 5,faecal and 6,Streptococcus. All concentrations within clinically accepted limits.

    Fig 6. Overcoming penicillin resistance (Drug 1) with a counterdrug 2 (Fig 2). A penicillin-G

    resistant Streptococcus was incubated with a beta-lactamase counterdrug and assayed 19h

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    later. 3,penicillin-Gsensitive, 1-resistant bacteria. 5, penicillinresistant cells are sensitive

    to counterdrug, but 4,penicillin sensitive bacteria are not.

    Fig 7. Discrete, short multiple step dosing reduces the cell burden towards zero. A Streptococcus

    inoculated successively into fresh medium each time in 25cm2cell culture flasks and

    incubated 36-37C.(a)-(a*) AraC, (c)-(c) penicillin G, (d)-(d) 5FC, (e)-(e) AZT. Penicillin

    G resistance 1> 2>3. 1,High AraC, low 5F activity, 2, very high AraC, fairly low 5FC

    activity. 3,AraC and 5FC fairly low activity. All high AZT activity. Assayed relative turbidity

    as inverse of time to reach a standard turbidity. Clinically accepted concentrations.

    Fig 8. Discrete rapid alternation of drug 1 and counterdrug 2 (Fig 2) reduces cell load towards zero.

    A Streptococcus model. Innoculi successively into fresh medium in 18-well plates incubated

    at 36-37C for 2 or 3h alternatively with 2,5FC and 1,AraC in two cycles Fig 3. Relative

    turbidity as for Fig 7.

    Fig 9. Delaying drug resistance.

    A. Dr 1* is codosed with its counterdrug C.Dr 2. Deactivating Dr 1* to Dr 1 by R1 is delayed

    because the cancer or bacterial cells renewed activity activates the C.Dr 2 of high therapeutic

    gain (as defined) to C.Dr 2*.

    B. Codosing C.Dr 2 with a drug 3 can also for the same reasons delay the resistance R3

    deactivating another drug Dr 3* becoming deactivated to Dr 3 by another resistance R3.

    Fig 10. Delaying cancer drug resistance. Alveolar type 2 human lung adenocarcinoma cell line A549

    incubated with 5 successive doses over nine days with change of media each time. 3,AraC,

    challenged at +39d with 5FC. 4, 5FC. 1,AraC + 5FC. 7,cells in medium only. All

    concentrations within clinically accepted concentrations. The absence of recovery of 1 after

    44d+ in fresh medium no agents indicated an approach to a KO dose.

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    Fig 11. Reversal of bacterial or cancer drug resistance. Fig 9B can be reversed when the cells are

    resistant to a Dr 3. A suboptimal concentration 1/n x Dr 3 is codosed with an optimal

    concentration of C. Dr 2. Dr 3 can develop activity to Dr 3* to inhibit the cell resuming

    activity and activating the high therapeutic gain C. Dr 2 to C. Dr 2*. Such that an optimal

    dose of Dr 3 alone (or other combination) subsequently delivered is cytocidal.

    Fig 12. Reversal of penicillin-G resistance (Fig 11). 1, A Streptococcus presensitized to activate 5FC

    (Fig 3) was incubated with a serial suboptimal concentration of penicillin-G. codosed with a

    full dose of 5FC and then assayed with an optimal dose of penicillin-G. 2,as 1 but the bacteria

    not presensitized to 5FC. a~70% reversion of penicillin activity, b before resistance

    developed. 3, As 1 but not presensitized and no 5FC added.

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    METHODS.

    Materials. Sigma-Aldrich (Poole, Dorset, UK), Calbiochem (Merek Bio-Sciences Ltd, Beeston,

    Notts, UK), Molecular Probes Europe BV (Leiden, The Netherlands), Upstate Ltd (Milton Keynes,

    UK).

    Microscopy.Tungsten (Tenstile,Prior), Mercury (intense UV lamp) with filters. X1-x100

    transmission (Koeller), incident, phase contrast. Microdensitometer (Evans Electroselenium, UK) or

    35mm camera (Leica/Leitz) in vertical tube of a binocular microscope. UV/visible Unicam

    spectrophotometer. The latter and microscope stage with temperature control cell holders and

    chambers respectively, circulated by water from Haake F3 Digital water bath (Seven Sales, Bristol,

    UK).

    Cancer cell culture and procedures. The cells were incubated at 37C in treated 75cm2or 25cm2

    cell culture flasks or 6-96 well-plates with sealed lids (Corning Inc. Corning, NY, USA) in media

    recommended by cell suppliers, usually with 10% foetal bovine serum supplemented with L-

    glutamate, penicillin G, streptomycin sulphate and sometimes amphotericin B. Cells trypinised

    (0.25% tyrpsin (1,250) / 0.02% EDTA) to detach. PC-3 cells also had 1% neaas and 0.01%

    collagenase or no collagenase for monolayer or soft agar (for microspheres)47cultivation,

    respectively.

    Cells were incubated with 0.5mg/ml MTT or less / 15-60 min for measuring viability and metabolic

    activity. For bulk assay of 25cm2flasks the medium was decanted off carefully, 3ml of 16% Triton

    X-100/0.01 NHCI added, shaken vigorously/1 min, standing for 30min48. Residual bubbles could be

    most simply removed with a trace only of n-octanol before measuring with the microphotometer.

    Cell counts were also obtained directly by detaching monolayers (trypsin/EDTA), neutralizing with

    10-20% FBS in buffer, measuring cells per unit area (number of graticule eyepiece squares) or in a

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    hemacytometer or a 300l aliquot of cell suspension in a 24 well-plate, with or without trypan blue

    viability test. In other cell viability counts with adherent cells 25cm2flasks were lightly scratched

    with 3x3 lines lengthways and widthways (9 cross-reference points) using the finest (size 0) sewing

    needle in a holder held at an oblique angle to the outside surface. Each reference point could be

    followed from 3 days to 1 month of an experiment with periodic changes of medium. Initial and

    subsequent cell counts were made of 4-6-8 eyepiece graticule squares aligned around cross-points,

    following the usual cell counting procedure of a hemacytometer. Following MTT incubation, alpha-

    formazan crystal deposit were estimated and the mean cell density estimated relative to controls (no

    drugs), the insolubility of the crystals being here an advantage. 5-10 reference point readings per

    concentration of drug etc. A similar procedure was followed closely on 6-12-24 well-plates. Faster

    and giving more information, cells were counted visually in a given area as above as total number

    (TN), living (TLN) dead (TDN), blebbing, vacuoles etc (apoptotic) or necrotic, mitotic figures where

    N-cell counts normalized to 100. This could be followed by lightly incubating with 25-50g

    MTT/15-30 min incubation and scoring crystal density in each cell relative to a 0-10 sketched scale,

    0 (no alph-formazan crystals)10 (cell outline obscured by massive crystal deposit). Despite the

    subjectivity of the latter, the precision was estimated at 5% sufficient for our purpose with 5+

    counts per flask and when the MTT concentration/incubation time was adjusted to give the most

    sensitivity on the 0-10 formazan crystal density scale.

    Bacteria: Culture and procedures.The bacteria were incubated in 5ml liquid medium in closed

    25cm2cell culture flasks at 36-37C. The bacterial suspensions were discarded daily except for 0.1-

    0.5ml retained in a 1.0ml disposable syringe with a 20GA/2in needle (to prevent clumping) and used

    in the inoculum in 5ml fresh medium in the same flasks and the various drugs were added. This

    exposed the bacteria to a partly logarithmetic growth over 4-6 days. This was followed by a

    reinoculating with fresh medium and withholding the drug and adding 120g/ml (net) of counterdrug

    (5FC). The total bacteria was assayed by measuring the relative turbidity by the apparatus described,

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    using 0.1-0.25ml cell suspension in 5ml fresh medium. By diluting the bacterial suspension before

    assaying the turbidity the growth could be measured beyond two orders of magnitude if necessary.

    The persistence of the resistance (important to indicate presensitizing in the hospital) was also

    measured by reinoculating as above without additives over a period of time, then assaying the

    counterdrug.

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    Fig 1

    Fig 2

    Fig 3

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    Fig 4

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    Fig 5

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    Fig 6

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    Fig 7

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    Fig 8

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    Fig 9

    Fig 10

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    Fig 11

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    Fig 12

    ERRATUM, Fig 12

    Omit Curve 3, since this refers to another test. The curve to legend 3, Fig 12 is fairly similarto curve 2.